ima02/models/models.csv

mean_fit_time,std_fit_time,mean_score_time,std_score_time,params,split0_test_precision,mean_test_precision,std_test_precision,rank_test_precision,split0_test_accuracy,mean_test_accuracy,std_test_accuracy,rank_test_accuracy,split0_test_recall,mean_test_recall,std_test_recall,rank_test_recall,split0_test_f1,mean_test_f1,std_test_f1,rank_test_f1,classifier,param_gamma,param_kernel,param_criterion,param_splitter,param_class_weight,param_max_features,param_activation,param_hidden_layer_sizes,param_learning_rate,param_max_iter,param_solver
27.966.251.373.291.000,0.0,0.0093278884887695,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8958333333333334,0.8958333333333334,0.0,19,0.942528735632184,0.942528735632184,0.0,1,1.0,1.0,0.0,1,0.945054945054945,0.945054945054945,0.0,1,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",constant,500000.0,lbfgs
16.072.142.124.176.000,0.0,0.009261131286621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",adaptive,500000.0,lbfgs
48.868.231.773.376.400,0.0,0.009671926498413,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",invscaling,500000.0,adam
0.7516348361968994,0.0,0.0111091136932373,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",adaptive,500000.0,lbfgs
39.118.709.564.208.900,0.0,0.0097651481628417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",constant,500000.0,adam
418.645.977.973.938,0.0,0.012322187423706,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",constant,500000.0,adam
0.23392176628112793,0.0,0.0081820487976074,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,relu,"(75, 30)",adaptive,500000.0,lbfgs
1.582.448.959.350.580,0.0,0.0098390579223632,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.875,0.875,0.0,21,0.9195402298850576,0.9195402298850576,0.0,2,0.9767441860465116,0.9767441860465116,0.0,1284,0.923076923076923,0.923076923076923,0.0,8,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",adaptive,500000.0,lbfgs
11.819.729.804.992.600,0.0,0.0108318328857421,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",adaptive,500000.0,lbfgs
0.980586051940918,0.0,0.0087358951568603,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",constant,500000.0,lbfgs
0.04713082313537598,0.0,0.006890058517456,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,30,invscaling,500000.0,lbfgs
0.07621216773986816,0.0,0.0076799392700195,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,60,constant,500000.0,lbfgs
0.10435605049133301,0.0,0.0084688663482666,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,85,adaptive,500000.0,lbfgs
28.630.378.246.307.300,0.0,0.0075330734252929,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(30, 30)",constant,500000.0,adam
0.14487814903259277,0.0,0.0081620216369628,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(45, 45)",adaptive,500000.0,lbfgs
0.23510003089904785,0.0,0.0085618495941162,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(60, 60)",invscaling,500000.0,lbfgs
0.21465706825256348,0.0,0.0080068111419677,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(75, 45)",invscaling,500000.0,lbfgs
0.28040003776550293,0.0,0.009202241897583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(75, 75)",adaptive,500000.0,lbfgs
4.099.940.061.569.210,0.0,0.008509874343872,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(90, 90)",invscaling,500000.0,adam
31.938.350.200.653.000,0.0,0.0089800357818603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",invscaling,500000.0,adam
0.4317011833190918,0.0,0.0095338821411132,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",invscaling,500000.0,lbfgs
249.497.389.793.396,0.0,0.0084011554718017,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",constant,500000.0,adam
4.438.045.978.546.140,0.0,0.0132639408111572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",invscaling,500000.0,adam
5.254.938.125.610.350,0.0,0.0093429088592529,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",adaptive,500000.0,adam
0.18103694915771484,0.0,0.0110449790954589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",adaptive,500000.0,lbfgs
4.830.652.952.194.210,0.0,0.0127768516540527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",constant,500000.0,adam
0.6198129653930664,0.0,0.0089170932769775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",adaptive,500000.0,lbfgs
0.23506498336791992,0.0,0.0091378688812255,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",adaptive,500000.0,lbfgs
28.523.850.440.979.000,0.0,0.0110211372375488,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",constant,500000.0,adam
0.431196928024292,0.0,0.0091691017150878,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",constant,500000.0,lbfgs
16.682.896.614.074.700,0.0,0.0079841613769531,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 20, 80)",constant,500000.0,adam
0.36043286323547363,0.0,0.0110068321228027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 40, 100)",constant,500000.0,lbfgs
18.845.100.402.832.000,0.0,0.0094728469848632,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 60, 20)",adaptive,500000.0,adam
1.478.933.334.350.580,0.0,0.0100808143615722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 60, 100)",adaptive,500000.0,adam
17.311.251.163.482.600,0.0,0.0086090564727783,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 100, 20)",constant,500000.0,adam
20.335.559.844.970.700,0.0,0.0088798999786376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 100, 40)",adaptive,500000.0,adam
0.2689831256866455,0.0,0.0088889598846435,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(40, 20, 80)",constant,500000.0,lbfgs
0.4325089454650879,0.0,0.0087521076202392,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(40, 80, 60)",constant,500000.0,lbfgs
15.792.279.243.469.200,0.0,0.0098769664764404,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(60, 20, 100)",constant,500000.0,adam
0.41115403175354004,0.0,0.0088400840759277,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(80, 20, 60)",constant,500000.0,lbfgs
1.512.718.915.939.330,0.0,0.0098190307617187,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(80, 60, 20)",adaptive,500000.0,adam
15.322.120.189.666.700,0.0,0.0092270374298095,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(100, 20, 60)",invscaling,500000.0,adam
38.328.850.269.317.600,0.0,0.0109248161315917,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",invscaling,500000.0,lbfgs
12.435.250.282.287.500,0.0,0.0082578659057617,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",adaptive,500000.0,lbfgs
0.1888728141784668,0.0,0.0075840950012207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(15, 45)",constant,500000.0,lbfgs
0.3251767158508301,0.0,0.0085129737854003,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(45, 90)",invscaling,500000.0,lbfgs
0.206618070602417,0.0,0.0089099407196044,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(90, 30)",constant,500000.0,lbfgs
4.690.328.121.185.300,0.0,0.0088739395141601,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",invscaling,500000.0,adam
0.6685800552368164,0.0,0.0093839168548583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",adaptive,500000.0,lbfgs
0.21514678001403809,0.0,0.0081610679626464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",adaptive,500000.0,lbfgs
4.289.309.978.485.100,0.0,0.0098879337310791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",adaptive,500000.0,adam
0.7073147296905518,0.0,0.0134673118591308,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",constant,500000.0,lbfgs
0.42022013664245605,0.0,0.0126039981842041,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",invscaling,500000.0,lbfgs
5.344.199.895.858.760,0.0,0.0105581283569335,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",adaptive,500000.0,adam
0.18035507202148438,0.0,0.0073969364166259,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,relu,"(30, 30)",adaptive,500000.0,lbfgs
0.19378089904785156,0.0,0.0079548358917236,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,relu,"(20, 20, 40)",adaptive,500000.0,lbfgs
13.125.810.623.168.900,0.0,0.0083742141723632,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,relu,"(20, 40, 40)",adaptive,500000.0,adam
13.970.208.168.029.700,0.0,0.008862018585205,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,relu,"(40, 20, 100)",adaptive,500000.0,adam
0.6959109306335449,0.0,0.0107202529907226,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,relu,"(60, 80, 20)",invscaling,500000.0,lbfgs
1.507.451.057.434.080,0.0,0.0088779926300048,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8723404255319149,0.8723404255319149,0.0,22,0.9080459770114944,0.9080459770114944,0.0,9,0.9534883720930232,0.9534883720930232,0.0,2739,0.9111111111111112,0.9111111111111112,0.0,60,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",adaptive,500000.0,lbfgs
0.10290098190307617,0.0,0.0075361728668212,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,35,adaptive,500000.0,lbfgs
0.43108510971069336,0.0,0.0079727172851562,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(15, 60)",invscaling,500000.0,lbfgs
0.5106251239776611,0.0,0.0082108974456787,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(45, 45)",constant,500000.0,lbfgs
12.484.221.458.435.000,0.0,0.0127880573272705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",adaptive,500000.0,lbfgs
23.949.341.773.986.800,0.0,0.0090317726135253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",adaptive,500000.0,lbfgs
1.917.909.860.610.960,0.0,0.0062379837036132,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",invscaling,500000.0,lbfgs
33.603.971.004.486.000,0.0,0.0091099739074707,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",constant,500000.0,lbfgs
4.494.448.900.222.770,0.0,0.0079131126403808,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,60,constant,500000.0,adam
37.452.399.730.682.300,0.0,0.0077650547027587,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(15, 15)",invscaling,500000.0,adam
3.995.784.044.265.740,0.0,0.0109899044036865,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(15, 45)",adaptive,500000.0,adam
3.080.427.885.055.540,0.0,0.0094220638275146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(30, 30)",invscaling,500000.0,adam
3.423.466.920.852.660,0.0,0.0082588195800781,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(30, 60)",constant,500000.0,adam
0.3158690929412842,0.0,0.0089519023895263,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 90)",invscaling,500000.0,lbfgs
0.33158016204833984,0.0,0.0104990005493164,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(75, 15)",constant,500000.0,lbfgs
0.23366284370422363,0.0,0.008491039276123,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(75, 45)",constant,500000.0,lbfgs
34.846.248.626.708.900,0.0,0.0089867115020751,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(90, 15)",adaptive,500000.0,adam
0.22727298736572266,0.0,0.0088021755218505,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(90, 45)",invscaling,500000.0,lbfgs
2.521.450.996.398.920,0.0,0.0086550712585449,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",invscaling,500000.0,adam
24.927.380.084.991.400,0.0,0.009286880493164,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",invscaling,500000.0,adam
3.408.931.255.340.570,0.0,0.0089919567108154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",adaptive,500000.0,adam
4.467.060.804.367.060,0.0,0.0093472003936767,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",constant,500000.0,adam
45.638.909.339.904.700,0.0,0.0055651664733886,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",constant,500000.0,adam
5.562.015.056.610.100,0.0,0.0097491741180419,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",constant,500000.0,adam
0.22603106498718262,0.0,0.0082190036773681,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",invscaling,500000.0,lbfgs
375.598.406.791.687,0.0,0.0142748355865478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",constant,500000.0,adam
34.211.621.284.484.800,0.0,0.0090110301971435,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",invscaling,500000.0,adam
33.665.661.811.828.600,0.0,0.0111811161041259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",adaptive,500000.0,adam
50.822.741.985.321.000,0.0,0.0120928287506103,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",constant,500000.0,adam
34.236.879.348.754.800,0.0,0.0125970840454101,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",constant,500000.0,adam
32.124.650.478.363.000,0.0,0.012258768081665,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",invscaling,500000.0,adam
0.37514805793762207,0.0,0.01314377784729,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",constant,500000.0,lbfgs
3.827.353.000.640.860,0.0,0.0128130912780761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",constant,500000.0,adam
36.536.099.910.736.000,0.0,0.0122168064117431,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",constant,500000.0,adam
38.559.510.707.855.200,0.0,0.01503586769104,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",invscaling,500000.0,adam
39.124.062.061.309.800,0.0,0.0096147060394287,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",invscaling,500000.0,adam
3.990.644.931.793.210,0.0,0.0140919685363769,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",adaptive,500000.0,adam
4.507.822.751.998.900,0.0,0.0098180770874023,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",constant,500000.0,adam
4.187.604.188.919.060,0.0,0.0126678943634033,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",adaptive,500000.0,adam
4.964.807.987.213.130,0.0,0.0096361637115478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",constant,500000.0,adam
3.109.837.055.206.290,0.0,0.0089709758758544,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",constant,500000.0,adam
0.3636500835418701,0.0,0.0109391212463378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",invscaling,500000.0,lbfgs
2.837.193.012.237.540,0.0,0.0092520713806152,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",adaptive,500000.0,adam
31.129.281.520.843.500,0.0,0.0093228816986083,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",constant,500000.0,adam
38.279.428.482.055.600,0.0,0.0098030567169189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",adaptive,500000.0,adam
35.612.449.645.996.000,0.0,0.0178449153900146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",adaptive,500000.0,adam
4.087.011.098.861.690,0.0,0.0101451873779296,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",adaptive,500000.0,adam
4.288.832.902.908.320,0.0,0.0099909305572509,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",constant,500000.0,adam
28.220.667.839.050.200,0.0,0.0097532272338867,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",adaptive,500000.0,adam
4.033.191.204.071.040,0.0,0.0125267505645751,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",invscaling,500000.0,adam
3.633.864.164.352.410,0.0,0.0092298984527587,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",invscaling,500000.0,adam
3.428.745.985.031.120,0.0,0.010483980178833,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",invscaling,500000.0,adam
4.357.624.053.955.070,0.0,0.0093898773193359,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",constant,500000.0,adam
4.073.271.989.822.380,0.0,0.0098030567169189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",invscaling,500000.0,adam
0.2974681854248047,0.0,0.0076427459716796,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(30, 15)",adaptive,500000.0,lbfgs
0.16602396965026855,0.0,0.0077271461486816,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(30, 60)",constant,500000.0,lbfgs
0.1608283519744873,0.0,0.0078027248382568,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(45, 30)",adaptive,500000.0,lbfgs
22.292.160.987.854.000,0.0,0.0085940361022949,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(45, 75)",adaptive,500000.0,adam
0.17236709594726562,0.0,0.0078411102294921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 30)",adaptive,500000.0,lbfgs
0.2563509941101074,0.0,0.0081918239593505,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 60)",constant,500000.0,lbfgs
1.931.657.075.881.950,0.0,0.0088546276092529,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 60)",constant,500000.0,adam
2.043.945.074.081.420,0.0,0.0085790157318115,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(75, 60)",adaptive,500000.0,adam
0.42824506759643555,0.0,0.0092039108276367,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(75, 90)",adaptive,500000.0,lbfgs
2.084.462.881.088.250,0.0,0.0084190368652343,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(90, 15)",invscaling,500000.0,adam
0.26970601081848145,0.0,0.0077147483825683,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 20, 20)",constant,500000.0,lbfgs
16.014.573.574.066.100,0.0,0.009711742401123,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 40, 40)",constant,500000.0,adam
0.3090810775756836,0.0,0.0085208415985107,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 40, 60)",adaptive,500000.0,lbfgs
17.424.061.298.370.300,0.0,0.0098319053649902,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 40, 80)",adaptive,500000.0,adam
1.781.324.863.433.830,0.0,0.0091593265533447,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 60, 40)",adaptive,500000.0,adam
0.5370640754699707,0.0,0.0086579322814941,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 60, 80)",constant,500000.0,lbfgs
0.503715991973877,0.0,0.0110080242156982,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 60, 100)",constant,500000.0,lbfgs
0.40869903564453125,0.0,0.0087859630584716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 80, 60)",invscaling,500000.0,lbfgs
16.135.458.946.228.000,0.0,0.0089640617370605,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 80, 60)",invscaling,500000.0,adam
2.032.186.269.760.130,0.0,0.0089929103851318,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 100, 40)",constant,500000.0,adam
12.999.587.059.020.900,0.0,0.0086660385131835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(40, 40, 40)",invscaling,500000.0,adam
14.399.981.498.718.200,0.0,0.0085346698760986,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(40, 40, 100)",constant,500000.0,adam
16.510.872.840.881.300,0.0,0.0089316368103027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(40, 60, 20)",adaptive,500000.0,adam
19.200.670.719.146.700,0.0,0.0109801292419433,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(40, 100, 40)",constant,500000.0,adam
0.8392460346221924,0.0,0.0116212368011474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(40, 100, 80)",invscaling,500000.0,lbfgs
168.989.896.774.292,0.0,0.0112810134887695,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 20, 40)",constant,500000.0,adam
2.073.180.913.925.170,0.0,0.0096271038055419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 20, 40)",adaptive,500000.0,adam
17.688.589.096.069.300,0.0,0.0107672214508056,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 20, 60)",invscaling,500000.0,adam
1.427.990.198.135.370,0.0,0.0092909336090087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 20, 100)",invscaling,500000.0,adam
149.778.413.772.583,0.0,0.0087499618530273,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 40, 80)",constant,500000.0,adam
18.032.710.552.215.500,0.0,0.0103249549865722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 80, 20)",invscaling,500000.0,adam
1.448.974.847.793.570,0.0,0.0121111869812011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 100, 20)",invscaling,500000.0,adam
1.583.932.876.586.910,0.0,0.0093569755554199,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 100, 40)",adaptive,500000.0,adam
1.741.468.906.402.580,0.0,0.0097589492797851,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 100, 100)",constant,500000.0,adam
0.3012409210205078,0.0,0.0096321105957031,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 20, 60)",invscaling,500000.0,lbfgs
16.092.419.624.328.600,0.0,0.0100271701812744,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 40, 40)",adaptive,500000.0,adam
180.325.710.773.468,0.0,0.0093610286712646,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 40, 80)",adaptive,500000.0,sgd
133.040.189.743.042,0.0,0.0098631381988525,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 60, 60)",adaptive,500000.0,adam
0.5400710105895996,0.0,0.0091860294342041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 60, 80)",adaptive,500000.0,lbfgs
0.6727778911590576,0.0,0.0094542503356933,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 60, 100)",constant,500000.0,lbfgs
1.744.518.756.866.450,0.0,0.0095291137695312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 60, 100)",constant,500000.0,adam
16.747.207.641.601.500,0.0,0.0098521709442138,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 80, 80)",invscaling,500000.0,adam
17.518.112.659.454.300,0.0,0.0093617439270019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 100, 20)",constant,500000.0,adam
13.690.688.610.076.900,0.0,0.0095460414886474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 20, 40)",invscaling,500000.0,adam
12.814.347.743.988.000,0.0,0.0092580318450927,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 20, 60)",adaptive,500000.0,adam
11.273.598.670.959.400,0.0,0.0088839530944824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 40, 60)",constant,500000.0,adam
12.507.178.783.416.700,0.0,0.0089960098266601,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 40, 80)",adaptive,500000.0,adam
15.660.970.211.029.000,0.0,0.0090179443359375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 20)",invscaling,500000.0,adam
0.5092768669128418,0.0,0.0092482566833496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 60)",invscaling,500000.0,lbfgs
1.753.242.015.838.620,0.0,0.0094580650329589,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 60)",adaptive,500000.0,adam
0.7971997261047363,0.0,0.0130951404571533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 100)",constant,500000.0,lbfgs
1.707.366.704.940.790,0.0,0.0103421211242675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 100)",constant,500000.0,adam
0.6960060596466064,0.0,0.0097930431365966,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 100)",invscaling,500000.0,lbfgs
18.340.539.932.250.900,0.0,0.0097160339355468,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 80, 100)",adaptive,500000.0,adam
16.504.650.115.966.700,0.0,0.0080599784851074,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 100, 100)",adaptive,500000.0,adam
1.075.848.913.192.740,0.0,0.0094740390777587,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(15, 60)",constant,500000.0,adam
0.4927940368652344,0.0,0.0090351104736328,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",constant,500000.0,lbfgs
16.512.949.466.705.300,0.0,0.0097370147705078,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",adaptive,500000.0,lbfgs
0.6637380123138428,0.0,0.0083959102630615,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",invscaling,500000.0,lbfgs
28.579.039.573.669.400,0.0,0.0087668895721435,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",adaptive,500000.0,lbfgs
2.857.348.918.914.790,0.0,0.0093259811401367,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",invscaling,500000.0,lbfgs
11.170.742.511.749.200,0.0,0.0092427730560302,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",adaptive,500000.0,lbfgs
0.12423896789550781,0.0,0.0089859962463378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,10,invscaling,500000.0,lbfgs
0.04391813278198242,0.0,0.0074579715728759,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,20,invscaling,500000.0,lbfgs
0.0691061019897461,0.0,0.0067000389099121,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,25,adaptive,500000.0,lbfgs
0.13096404075622559,0.0,0.009610891342163,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,95,constant,500000.0,lbfgs
0.1851339340209961,0.0,0.0083222389221191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(45, 15)",constant,500000.0,lbfgs
0.1359269618988037,0.0,0.00797700881958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(45, 30)",adaptive,500000.0,lbfgs
0.15563273429870605,0.0,0.0079712867736816,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(45, 45)",invscaling,500000.0,lbfgs
0.2622509002685547,0.0,0.0104153156280517,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(45, 90)",constant,500000.0,lbfgs
4.706.776.142.120.360,0.0,0.0085971355438232,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 90)",adaptive,500000.0,adam
0.30679988861083984,0.0,0.0090270042419433,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(75, 75)",constant,500000.0,lbfgs
0.24490690231323242,0.0,0.0119211673736572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(90, 45)",constant,500000.0,lbfgs
0.23209285736083984,0.0,0.0128059387207031,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(90, 45)",adaptive,500000.0,lbfgs
3.605.999.708.175.650,0.0,0.0087323188781738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",invscaling,500000.0,adam
25.370.569.229.125.900,0.0,0.0084471702575683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",adaptive,500000.0,adam
0.2466421127319336,0.0,0.008495807647705,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",adaptive,500000.0,lbfgs
0.237321138381958,0.0,0.0096938610076904,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",constant,500000.0,lbfgs
0.5374283790588379,0.0,0.0093398094177246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",invscaling,500000.0,lbfgs
4.974.179.983.139.030,0.0,0.0086259841918945,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",adaptive,500000.0,adam
0.34568095207214355,0.0,0.0124800205230712,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",constant,500000.0,lbfgs
3.694.054.126.739.500,0.0,0.0127289295196533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",adaptive,500000.0,adam
0.6399638652801514,0.0,0.0140712261199951,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",invscaling,500000.0,lbfgs
3.709.003.210.067.740,0.0,0.009354829788208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",invscaling,500000.0,adam
0.6155960559844971,0.0,0.0091121196746826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",constant,500000.0,lbfgs
0.5035042762756348,0.0,0.00950288772583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",constant,500000.0,lbfgs
25.379.252.433.776.800,0.0,0.0079338550567626,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",constant,500000.0,adam
0.2610487937927246,0.0,0.0086750984191894,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",invscaling,500000.0,lbfgs
2.866.111.993.789.670,0.0,0.0093071460723876,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",invscaling,500000.0,adam
28.885.130.882.263.100,0.0,0.0114071369171142,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",constant,500000.0,adam
3.555.701.971.054.070,0.0,0.0095770359039306,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",adaptive,500000.0,adam
34.741.220.474.243.100,0.0,0.0102031230926513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",constant,500000.0,adam
409.440.279.006.958,0.0,0.0096099376678466,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",constant,500000.0,adam
4.195.634.841.918.940,0.0,0.0140411853790283,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",adaptive,500000.0,adam
33.614.559.173.583.900,0.0,0.0100131034851074,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",constant,500000.0,adam
3.943.182.945.251.460,0.0,0.0099968910217285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",invscaling,500000.0,adam
47.115.159.034.729,0.0,0.0136020183563232,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",adaptive,500000.0,adam
0.1096642017364502,0.0,0.0075418949127197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,60,constant,500000.0,lbfgs
0.12819600105285645,0.0,0.0100839138031005,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(15, 30)",adaptive,500000.0,lbfgs
0.14861202239990234,0.0,0.0076708793640136,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(30, 45)",constant,500000.0,lbfgs
0.25237488746643066,0.0,0.0084650516510009,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(75, 45)",adaptive,500000.0,lbfgs
0.31261277198791504,0.0,0.0114171504974365,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(75, 60)",invscaling,500000.0,lbfgs
20.086.097.717.285.100,0.0,0.0097782611846923,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(20, 60, 80)",constant,500000.0,adam
0.46263885498046875,0.0,0.0093979835510253,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(20, 60, 80)",invscaling,500000.0,lbfgs
0.6426560878753662,0.0,0.0089080333709716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(20, 60, 100)",invscaling,500000.0,lbfgs
0.3700230121612549,0.0,0.0099439620971679,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(20, 80, 40)",adaptive,500000.0,lbfgs
0.2442021369934082,0.0,0.008544921875,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(40, 20, 20)",invscaling,500000.0,lbfgs
17.188.239.097.595.200,0.0,0.0084290504455566,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(40, 20, 40)",constant,500000.0,adam
0.3289968967437744,0.0,0.0088300704956054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(40, 60, 60)",invscaling,500000.0,lbfgs
0.4943842887878418,0.0,0.0105898380279541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(40, 80, 40)",constant,500000.0,lbfgs
26.541.578.769.683.800,0.0,0.0089859962463378,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(40, 100, 60)",adaptive,500000.0,sgd
0.37877893447875977,0.0,0.0083990097045898,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(60, 20, 100)",constant,500000.0,lbfgs
0.31656408309936523,0.0,0.0099282264709472,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(60, 40, 80)",adaptive,500000.0,lbfgs
0.4962460994720459,0.0,0.0096907615661621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(60, 60, 60)",constant,500000.0,lbfgs
0.47890305519104004,0.0,0.0090692043304443,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(60, 60, 80)",adaptive,500000.0,lbfgs
0.5786652565002441,0.0,0.009366750717163,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(60, 100, 40)",adaptive,500000.0,lbfgs
0.4761948585510254,0.0,0.0104901790618896,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(80, 40, 20)",invscaling,500000.0,lbfgs
0.7230737209320068,0.0,0.0098261833190917,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(80, 100, 80)",constant,500000.0,lbfgs
0.46953582763671875,0.0,0.0099833011627197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(100, 40, 80)",invscaling,500000.0,lbfgs
0.6844198703765869,0.0,0.0093071460723876,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(100, 60, 100)",adaptive,500000.0,lbfgs
0.6604032516479492,0.0,0.0098688602447509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(100, 80, 40)",adaptive,500000.0,lbfgs
13.555.550.575.256.300,0.0,0.0099208354949951,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",constant,500000.0,lbfgs
0.1205446720123291,0.0,0.0082011222839355,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,tanh,95,adaptive,500000.0,lbfgs
0.16425180435180664,0.0,0.0080409049987792,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",constant,500000.0,lbfgs
0.20769500732421875,0.0,0.0078780651092529,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,relu,"(15, 90)",constant,500000.0,lbfgs
0.40831613540649414,0.0,0.0091249942779541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,relu,"(90, 75)",invscaling,500000.0,lbfgs
0.28679704666137695,0.0,0.0086357593536376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,relu,"(40, 40, 80)",constant,500000.0,lbfgs
0.18306994438171387,0.0,0.0077641010284423,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,70,constant,500000.0,lbfgs
14.605.699.062.347.400,0.0,0.0105438232421875,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(15, 75)",invscaling,500000.0,adam
0.4655721187591553,0.0,0.0084407329559326,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(30, 90)",adaptive,500000.0,lbfgs
11.420.401.811.599.700,0.0,0.0087192058563232,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",invscaling,500000.0,adam
1.196.617.841.720.580,0.0,0.0093181133270263,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",adaptive,500000.0,lbfgs
13.401.987.552.642.800,0.0,0.0084049701690673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",adaptive,500000.0,lbfgs
4.582.935.810.089.110,0.0,0.0090579986572265,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",adaptive,500000.0,lbfgs
26.533.689.498.901.300,0.0,0.0092082023620605,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",adaptive,500000.0,lbfgs
17.554.709.911.346.400,0.0,0.0098271369934082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",adaptive,500000.0,lbfgs
198.698.091.506.958,0.0,0.0106689929962158,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",adaptive,500000.0,lbfgs
2.849.059.820.175.170,0.0,0.0098590850830078,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",constant,500000.0,lbfgs
0.04708504676818848,0.0,0.0071711540222167,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,35,invscaling,500000.0,lbfgs
0.08561825752258301,0.0,0.0088026523590087,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,60,adaptive,500000.0,lbfgs
0.08781123161315918,0.0,0.0075788497924804,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,65,constant,500000.0,lbfgs
0.09915900230407715,0.0,0.0094838142395019,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,70,constant,500000.0,lbfgs
4.655.611.276.626.580,0.0,0.0079479217529296,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,75,invscaling,500000.0,adam
0.09191131591796875,0.0,0.0104877948760986,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,80,constant,500000.0,lbfgs
61.392.951.011.657.700,0.0,0.0092179775238037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,95,invscaling,500000.0,adam
0.13991618156433105,0.0,0.0082278251647949,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,100,invscaling,500000.0,lbfgs
4.199.474.811.553.950,0.0,0.016097068786621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(15, 15)",constant,500000.0,adam
38.665.578.365.325.900,0.0,0.0155911445617675,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(15, 30)",constant,500000.0,adam
0.18324613571166992,0.0,0.0081396102905273,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(30, 75)",constant,500000.0,lbfgs
0.2071690559387207,0.0,0.0115039348602294,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(30, 75)",adaptive,500000.0,lbfgs
41.724.748.611.450.100,0.0,0.0079641342163085,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(30, 90)",invscaling,500000.0,adam
38.544.888.496.398.900,0.0,0.0081079006195068,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(30, 90)",adaptive,500000.0,adam
33.320.400.714.874.200,0.0,0.0083870887756347,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 15)",constant,500000.0,adam
33.046.510.219.573.900,0.0,0.008066177368164,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 30)",constant,500000.0,adam
33.860.878.944.396.900,0.0,0.0084121227264404,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 45)",constant,500000.0,adam
0.23660993576049805,0.0,0.0083420276641845,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 75)",constant,500000.0,lbfgs
45.714.192.390.441.800,0.0,0.0082907676696777,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 75)",adaptive,500000.0,adam
4.758.545.875.549.310,0.0,0.0093691349029541,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 90)",constant,500000.0,adam
3.918.292.999.267.570,0.0,0.0093109607696533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 45)",adaptive,500000.0,adam
0.20356082916259766,0.0,0.0084538459777832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 60)",constant,500000.0,lbfgs
0.25067710876464844,0.0,0.0085868835449218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(75, 15)",adaptive,500000.0,lbfgs
0.4105720520019531,0.0,0.0088388919830322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(75, 90)",adaptive,500000.0,lbfgs
4.349.191.188.812.250,0.0,0.0170669555664062,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(90, 45)",invscaling,500000.0,adam
4.060.529.947.280.880,0.0,0.0095660686492919,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(90, 60)",constant,500000.0,adam
0.27718186378479004,0.0,0.0096020698547363,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(90, 60)",invscaling,500000.0,lbfgs
4.078.668.832.778.930,0.0,0.0104072093963623,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(90, 60)",invscaling,500000.0,adam
4.359.249.830.245.970,0.0,0.0084559917449951,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(90, 75)",constant,500000.0,adam
0.21521401405334473,0.0,0.0079238414764404,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",constant,500000.0,lbfgs
2.752.426.862.716.670,0.0,0.0096809864044189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",constant,500000.0,adam
25.882.411.003.112.700,0.0,0.0079588890075683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",adaptive,500000.0,adam
36.189.732.551.574.700,0.0,0.0105769634246826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",constant,500000.0,adam
0.3297262191772461,0.0,0.0084547996520996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",adaptive,500000.0,lbfgs
42.716.169.357.299.800,0.0,0.0101611614227294,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",constant,500000.0,adam
0.3182201385498047,0.0,0.0088667869567871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",constant,500000.0,lbfgs
39.136.619.567.871.000,0.0,0.0093941688537597,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",invscaling,500000.0,adam
4.659.857.273.101.800,0.0,0.0085508823394775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",invscaling,500000.0,adam
4.760.190.010.070.800,0.0,0.0098228454589843,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",constant,500000.0,adam
5.557.225.942.611.690,0.0,0.0088472366333007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",adaptive,500000.0,adam
5.582.865.238.189.690,0.0,0.0086967945098876,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",adaptive,500000.0,adam
33.624.160.289.764.400,0.0,0.011307954788208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",invscaling,500000.0,adam
31.024.329.662.323,0.0,0.0121500492095947,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",adaptive,500000.0,adam
0.294525146484375,0.0,0.0088639259338378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",adaptive,500000.0,lbfgs
0.19213509559631348,0.0,0.0085890293121337,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",constant,500000.0,lbfgs
2.489.626.169.204.710,0.0,0.0080490112304687,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",constant,500000.0,adam
0.2673919200897217,0.0,0.0084731578826904,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",invscaling,500000.0,lbfgs
291.385.817.527.771,0.0,0.0101230144500732,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",constant,500000.0,adam
2.978.893.995.285.030,0.0,0.0108590126037597,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",invscaling,500000.0,adam
3.488.809.823.989.860,0.0,0.0095272064208984,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",invscaling,500000.0,adam
30.943.121.910.095.200,0.0,0.0087506771087646,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",invscaling,500000.0,adam
0.5522260665893555,0.0,0.0093271732330322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",invscaling,500000.0,lbfgs
3.481.034.994.125.360,0.0,0.0100107192993164,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",constant,500000.0,adam
0.5978031158447266,0.0,0.0095329284667968,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",constant,500000.0,lbfgs
4.358.068.943.023.680,0.0,0.0174291133880615,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",adaptive,500000.0,adam
4.415.115.833.282.470,0.0,0.0087649822235107,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",invscaling,500000.0,adam
5.271.126.985.549.920,0.0,0.0098330974578857,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",invscaling,500000.0,adam
0.3175380229949951,0.0,0.0123260021209716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",constant,500000.0,lbfgs
3.757.852.077.484.130,0.0,0.0128779411315917,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",adaptive,500000.0,adam
4.179.955.005.645.750,0.0,0.0129001140594482,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",adaptive,500000.0,adam
4.607.544.898.986.810,0.0,0.0144150257110595,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",invscaling,500000.0,adam
4.108.464.956.283.560,0.0,0.0129201412200927,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",adaptive,500000.0,adam
5.091.849.088.668.820,0.0,0.0137221813201904,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",adaptive,500000.0,adam
4.285.450.220.108.030,0.0,0.0090408325195312,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",constant,500000.0,adam
4.075.679.063.796.990,0.0,0.0090830326080322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",adaptive,500000.0,adam
0.637721061706543,0.0,0.009735107421875,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",constant,500000.0,lbfgs
0.6270081996917725,0.0,0.0120208263397216,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",invscaling,500000.0,lbfgs
4.508.632.659.912.100,0.0,0.0092720985412597,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",adaptive,500000.0,adam
3.369.357.109.069.820,0.0,0.0096888542175292,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",adaptive,500000.0,adam
0.4320368766784668,0.0,0.0093050003051757,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",invscaling,500000.0,lbfgs
31.080.880.165.100.000,0.0,0.0094900131225585,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",constant,500000.0,adam
3.113.596.200.942.990,0.0,0.0097129344940185,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",invscaling,500000.0,adam
0.4540889263153076,0.0,0.0096209049224853,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",invscaling,500000.0,lbfgs
33.350.229.263.305.600,0.0,0.0093729496002197,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",invscaling,500000.0,adam
3.633.754.253.387.450,0.0,0.0107998847961425,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",adaptive,500000.0,adam
3.592.491.865.158.080,0.0,0.0103120803833007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",invscaling,500000.0,adam
36.058.712.005.615.200,0.0,0.0143139362335205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",invscaling,500000.0,adam
3.500.669.240.951.530,0.0,0.0113039016723632,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",constant,500000.0,adam
3.996.757.984.161.370,0.0,0.00950288772583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",constant,500000.0,adam
39.353.039.264.678.900,0.0,0.0097978115081787,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",adaptive,500000.0,adam
383.918.833.732.605,0.0,0.0108287334442138,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",invscaling,500000.0,adam
3.864.182.949.066.160,0.0,0.0098860263824462,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",constant,500000.0,adam
373.457.407.951.355,0.0,0.0095841884613037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",invscaling,500000.0,adam
0.6372790336608887,0.0,0.0099139213562011,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",constant,500000.0,lbfgs
5.023.678.779.602.050,0.0,0.0135910511016845,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",adaptive,500000.0,adam
0.3987271785736084,0.0,0.0088238716125488,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",invscaling,500000.0,lbfgs
0.37624216079711914,0.0,0.0093059539794921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",adaptive,500000.0,lbfgs
30.194.222.927.093.500,0.0,0.0131137371063232,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",adaptive,500000.0,adam
3.205.242.156.982.420,0.0,0.0114359855651855,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",invscaling,500000.0,adam
3.402.595.043.182.370,0.0,0.0114748477935791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",adaptive,500000.0,adam
38.724.617.958.068.800,0.0,0.0150051116943359,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",constant,500000.0,adam
3.857.318.878.173.820,0.0,0.0096051692962646,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",invscaling,500000.0,adam
415.328.311.920.166,0.0,0.0101230144500732,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",adaptive,500000.0,adam
0.7915668487548828,0.0,0.010026216506958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",invscaling,500000.0,lbfgs
4.474.921.941.757.200,0.0,0.0099291801452636,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",adaptive,500000.0,adam
0.7563300132751465,0.0,0.0102319717407226,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",invscaling,500000.0,lbfgs
4.362.294.912.338.250,0.0,0.0102238655090332,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",adaptive,500000.0,adam
4.810.333.967.208.860,0.0,0.009106159210205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",constant,500000.0,adam
4.612.116.813.659.660,0.0,0.0084471702575683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",invscaling,500000.0,adam
4.221.453.666.687.010,0.0,0.0103161334991455,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",adaptive,500000.0,adam
4.650.532.960.891.720,0.0,0.010850191116333,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",invscaling,500000.0,adam
3.824.024.200.439.450,0.0,0.0082061290740966,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",adaptive,500000.0,adam
28.698.368.072.509.700,0.0,0.00828218460083,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,25,adaptive,500000.0,adam
0.1670849323272705,0.0,0.0079791545867919,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,90,invscaling,500000.0,lbfgs
0.1043398380279541,0.0,0.0092551708221435,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(15, 15)",invscaling,500000.0,lbfgs
232.356.595.993.042,0.0,0.0078039169311523,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(15, 60)",invscaling,500000.0,adam
22.913.811.206.817.600,0.0,0.0093269348144531,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(15, 75)",adaptive,500000.0,adam
25.566.470.623.016.300,0.0,0.0106148719787597,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(15, 90)",adaptive,500000.0,adam
0.14031291007995605,0.0,0.0077459812164306,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 45)",adaptive,500000.0,lbfgs
25.099.220.275.878.900,0.0,0.0094988346099853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 45)",adaptive,500000.0,adam
233.081.316.947.937,0.0,0.008105993270874,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 60)",invscaling,500000.0,adam
23.099.358.081.817.600,0.0,0.0081579685211181,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 60)",adaptive,500000.0,adam
22.801.358.699.798.500,0.0,0.0084989070892333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 75)",constant,500000.0,adam
24.826.650.619.506.800,0.0,0.0081188678741455,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 75)",invscaling,500000.0,adam
2.017.712.116.241.450,0.0,0.0084328651428222,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 75)",adaptive,500000.0,adam
22.808.592.319.488.500,0.0,0.0077250003814697,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 90)",adaptive,500000.0,adam
19.650.769.233.703.600,0.0,0.0079870223999023,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(45, 45)",constant,500000.0,adam
0.28169918060302734,0.0,0.008408784866333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(45, 75)",adaptive,500000.0,lbfgs
2.444.597.005.844.110,0.0,0.0090491771697998,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(45, 90)",invscaling,500000.0,adam
0.17208123207092285,0.0,0.0114057064056396,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 30)",constant,500000.0,lbfgs
20.102.057.456.970.200,0.0,0.0084941387176513,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 30)",constant,500000.0,adam
0.18280029296875,0.0,0.0080640316009521,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 45)",invscaling,500000.0,lbfgs
2.130.344.867.706.290,0.0,0.008498191833496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 90)",constant,500000.0,adam
2.152.070.999.145.500,0.0,0.0082848072052001,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 90)",invscaling,500000.0,adam
0.38256192207336426,0.0,0.009023904800415,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 90)",adaptive,500000.0,lbfgs
22.826.437.950.134.200,0.0,0.0096650123596191,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(75, 30)",adaptive,500000.0,adam
2.026.435.136.795.040,0.0,0.0087828636169433,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(75, 45)",adaptive,500000.0,adam
22.858.989.238.739.000,0.0,0.0091290473937988,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(75, 75)",constant,500000.0,adam
18.700.451.850.891.100,0.0,0.009246826171875,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(90, 30)",invscaling,500000.0,adam
0.29056882858276367,0.0,0.01186203956604,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(90, 45)",adaptive,500000.0,lbfgs
2.305.535.078.048.700,0.0,0.0087950229644775,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(90, 75)",invscaling,500000.0,adam
17.790.861.129.760.700,0.0,0.0078969001770019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 20, 40)",invscaling,500000.0,adam
13.694.140.911.102.200,0.0,0.0078098773956298,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 20, 60)",invscaling,500000.0,adam
13.359.830.379.486.000,0.0,0.0084791183471679,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 20, 60)",adaptive,500000.0,adam
0.2149651050567627,0.0,0.0082869529724121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 20, 80)",invscaling,500000.0,lbfgs
12.941.272.258.758.500,0.0,0.0080797672271728,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 40, 20)",adaptive,500000.0,adam
0.38474082946777344,0.0,0.0106391906738281,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 40, 80)",invscaling,500000.0,lbfgs
18.088.293.075.561.500,0.0,0.0081977844238281,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 60, 20)",constant,500000.0,adam
22.201.232.194.900.500,0.0,0.0086739063262939,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 80, 100)",adaptive,500000.0,sgd
17.564.020.156.860.300,0.0,0.0089919567108154,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 100, 40)",invscaling,500000.0,adam
19.319.629.669.189.400,0.0,0.0096819400787353,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 100, 60)",invscaling,500000.0,adam
19.348.628.520.965.500,0.0,0.0097222328186035,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 100, 100)",invscaling,500000.0,adam
24.044.349.193.573,0.0,0.0087149143218994,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 100, 100)",adaptive,500000.0,adam
9.921.592.950.820.920,0.0,0.0088980197906494,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 20, 20)",constant,500000.0,sgd
14.987.819.194.793.700,0.0,0.0085101127624511,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 20, 20)",adaptive,500000.0,adam
12.114.969.730.377.100,0.0,0.008397102355957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 20, 40)",adaptive,500000.0,sgd
13.830.950.260.162.300,0.0,0.010826826095581,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 20, 60)",invscaling,500000.0,adam
14.044.451.713.562.000,0.0,0.0086238384246826,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 60, 20)",invscaling,500000.0,adam
15.711.021.423.339.800,0.0,0.0095369815826416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 60, 100)",constant,500000.0,adam
0.5362858772277832,0.0,0.0093722343444824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 60, 100)",adaptive,500000.0,lbfgs
17.639.751.434.326.100,0.0,0.0135939121246337,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 60, 100)",adaptive,500000.0,adam
15.853.188.037.872.300,0.0,0.011526346206665,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 80, 20)",invscaling,500000.0,adam
22.246.387.243.270.800,0.0,0.011387825012207,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 80, 80)",constant,500000.0,sgd
17.508.759.498.596.100,0.0,0.0093250274658203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 80, 100)",invscaling,500000.0,adam
23.632.607.460.021.900,0.0,0.0104150772094726,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 20)",constant,500000.0,adam
2.679.978.847.503.660,0.0,0.0120620727539062,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 20)",adaptive,500000.0,adam
23.207.884.073.257.400,0.0,0.0087459087371826,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 40)",constant,500000.0,sgd
15.755.279.064.178.400,0.0,0.0095970630645751,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 60)",constant,500000.0,adam
19.226.179.122.924.800,0.0,0.0100469589233398,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 60)",invscaling,500000.0,adam
23.373.382.091.522.200,0.0,0.0108170509338378,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 80)",constant,500000.0,adam
22.294.580.936.431.800,0.0,0.0108561515808105,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 80)",adaptive,500000.0,adam
2.130.366.802.215.570,0.0,0.0109460353851318,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 100)",invscaling,500000.0,adam
16.683.778.762.817.300,0.0,0.0121998786926269,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 20, 20)",constant,500000.0,adam
16.637.632.846.832.200,0.0,0.0088210105895996,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 20, 20)",invscaling,500000.0,adam
0.420443058013916,0.0,0.0103490352630615,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 20, 20)",adaptive,500000.0,lbfgs
17.602.503.299.713.100,0.0,0.0128138065338134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 20, 60)",constant,500000.0,adam
0.3574693202972412,0.0,0.0101749897003173,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 20, 60)",adaptive,500000.0,lbfgs
15.154.292.583.465.500,0.0,0.0093128681182861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 40, 20)",invscaling,500000.0,adam
13.257.977.962.493.800,0.0,0.0137929916381835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 40, 60)",constant,500000.0,adam
14.702.510.833.740.200,0.0,0.0093369483947753,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 40, 60)",adaptive,500000.0,adam
0.4930078983306885,0.0,0.009552001953125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 40, 100)",invscaling,500000.0,lbfgs
1.476.473.093.032.830,0.0,0.0095880031585693,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 40, 100)",invscaling,500000.0,adam
15.056.638.717.651.300,0.0,0.0092718601226806,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 60, 20)",adaptive,500000.0,adam
16.008.460.521.697.900,0.0,0.0093870162963867,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 60, 60)",adaptive,500000.0,adam
17.117.359.638.214.100,0.0,0.0089428424835205,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 80, 60)",invscaling,500000.0,adam
0.5469949245452881,0.0,0.0094461441040039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 100, 40)",invscaling,500000.0,lbfgs
16.095.678.806.304.900,0.0,0.0095188617706298,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 100, 60)",constant,500000.0,adam
15.718.679.428.100.500,0.0,0.0094897747039794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 100, 60)",invscaling,500000.0,adam
19.677.698.612.213.100,0.0,0.0093069076538085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 100, 60)",adaptive,500000.0,adam
13.427.340.984.344.400,0.0,0.0088191032409667,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 20, 20)",invscaling,500000.0,adam
12.498.507.499.694.800,0.0,0.0091240406036376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 20, 60)",invscaling,500000.0,adam
17.513.034.105.300.900,0.0,0.0089478492736816,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 40, 60)",adaptive,500000.0,sgd
15.600.409.507.751.400,0.0,0.0099959373474121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 40, 80)",invscaling,500000.0,adam
14.925.172.328.948.900,0.0,0.0101649761199951,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 60, 60)",invscaling,500000.0,adam
16.387.016.773.223.800,0.0,0.0094091892242431,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 60, 100)",invscaling,500000.0,adam
15.936.028.957.366.900,0.0,0.0098850727081298,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 20)",constant,500000.0,adam
15.360.381.603.240.900,0.0,0.0092840194702148,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 20)",invscaling,500000.0,adam
1.498.180.866.241.450,0.0,0.0096209049224853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 20)",adaptive,500000.0,adam
15.617.642.402.648.900,0.0,0.0088119506835937,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 40)",constant,500000.0,adam
0.49697089195251465,0.0,0.0095422267913818,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 40)",adaptive,500000.0,lbfgs
0.5670297145843506,0.0,0.0105271339416503,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 60)",constant,500000.0,lbfgs
16.055.059.432.983.300,0.0,0.0094671249389648,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 60)",constant,500000.0,adam
16.426.191.329.956.000,0.0,0.0090270042419433,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 60)",adaptive,500000.0,adam
0.6763362884521484,0.0,0.0098187923431396,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 80)",invscaling,500000.0,lbfgs
0.9265148639678955,0.0,0.0098371505737304,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 100)",adaptive,500000.0,lbfgs
18.336.131.572.723.300,0.0,0.0110769271850585,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 100, 40)",invscaling,500000.0,adam
24.365.823.984.146.100,0.0,0.009174108505249,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 100, 80)",constant,500000.0,sgd
1.600.403.070.449.820,0.0,0.0098717212677001,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 100, 80)",constant,500000.0,adam
16.729.731.559.753.400,0.0,0.0097620487213134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 100, 80)",adaptive,500000.0,adam
12.895.094.633.102.400,0.0,0.0094752311706542,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 20, 40)",adaptive,500000.0,sgd
0.45812106132507324,0.0,0.0094797611236572,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 20, 60)",invscaling,500000.0,lbfgs
0.34799718856811523,0.0,0.0094828605651855,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 20, 60)",adaptive,500000.0,lbfgs
13.974.840.641.021.700,0.0,0.0091550350189208,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 20, 80)",invscaling,500000.0,adam
14.017.128.944.396.900,0.0,0.0090680122375488,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 20)",adaptive,500000.0,adam
0.4528930187225342,0.0,0.0081000328063964,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 40)",adaptive,500000.0,lbfgs
12.785.489.559.173.500,0.0,0.0089361667633056,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 60)",invscaling,500000.0,adam
1.482.545.804.977.410,0.0,0.0076758861541748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 60)",adaptive,500000.0,sgd
0.4863290786743164,0.0,0.0093419551849365,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 80)",constant,500000.0,lbfgs
14.151.580.333.709.700,0.0,0.0089190006256103,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 80)",invscaling,500000.0,adam
0.5012741088867188,0.0,0.0089478492736816,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 100)",constant,500000.0,lbfgs
16.122.100.353.240.900,0.0,0.0089938640594482,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 100)",invscaling,500000.0,adam
14.804.248.809.814.400,0.0,0.0095911026000976,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 60, 40)",adaptive,500000.0,adam
18.317.339.420.318.600,0.0,0.0094461441040039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 60, 100)",adaptive,500000.0,adam
1.706.266.164.779.660,0.0,0.0095167160034179,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 80, 40)",constant,500000.0,adam
16.763.179.302.215.500,0.0,0.0109560489654541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 80, 60)",constant,500000.0,adam
0.6852431297302246,0.0,0.0100610256195068,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 80, 60)",adaptive,500000.0,lbfgs
17.177.269.458.770.700,0.0,0.0095942020416259,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 80, 80)",adaptive,500000.0,adam
0.6925439834594727,0.0,0.0098578929901123,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 40)",invscaling,500000.0,lbfgs
16.601.872.444.152.800,0.0,0.0097649097442626,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 40)",invscaling,500000.0,adam
1.706.770.896.911.620,0.0,0.0103280544281005,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 60)",invscaling,500000.0,adam
1.846.112.084.388.730,0.0,0.0042777061462402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 80)",constant,500000.0,sgd
19.794.530.868.530.200,0.0,0.0101881027221679,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 80)",invscaling,500000.0,adam
0.9450907707214355,0.0,0.0103242397308349,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 80)",adaptive,500000.0,lbfgs
1.882.906.198.501.580,0.0,0.0102820396423339,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 80)",adaptive,500000.0,adam
0.12412214279174805,0.0,0.0119078159332275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,15,invscaling,500000.0,lbfgs
0.1180422306060791,0.0,0.0080599784851074,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,25,adaptive,500000.0,lbfgs
0.08961009979248047,0.0,0.0077390670776367,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,40,invscaling,500000.0,lbfgs
0.17858028411865234,0.0,0.0074648857116699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,60,invscaling,500000.0,lbfgs
0.258821964263916,0.0,0.0080189704895019,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,90,constant,500000.0,lbfgs
0.42241811752319336,0.0,0.012596845626831,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(30, 30)",adaptive,500000.0,lbfgs
0.5124409198760986,0.0,0.0087168216705322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(60, 45)",adaptive,500000.0,lbfgs
0.6764509677886963,0.0,0.0089659690856933,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(75, 15)",constant,500000.0,lbfgs
0.7682881355285645,0.0,0.0110328197479248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(90, 75)",adaptive,500000.0,lbfgs
11.022.870.063.781.700,0.0,0.0090460777282714,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",invscaling,500000.0,adam
0.68619704246521,0.0,0.0153682231903076,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",invscaling,500000.0,lbfgs
38.400.230.407.714.800,0.0,0.0096569061279296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",adaptive,500000.0,lbfgs
16.290.979.385.375.900,0.0,0.0092291831970214,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",adaptive,500000.0,lbfgs
13.282.649.517.059.300,0.0,0.0104517936706542,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",adaptive,500000.0,lbfgs
32.236.831.188.201.900,0.0,0.0108001232147216,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",invscaling,500000.0,lbfgs
24.500.198.364.257.800,0.0,0.0091612339019775,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",invscaling,500000.0,lbfgs
13.077.690.601.348.800,0.0,0.0087339878082275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",adaptive,500000.0,lbfgs
14.113.378.524.780.200,0.0,0.0097091197967529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",invscaling,500000.0,lbfgs
19.342.153.072.357.100,0.0,0.0096068382263183,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",invscaling,500000.0,lbfgs
15.655.243.396.759.000,0.0,0.0088686943054199,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",adaptive,500000.0,lbfgs
3.275.973.081.588.740,0.0,0.0101149082183837,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",adaptive,500000.0,lbfgs
4.005.704.164.505.000,0.0,0.0096268653869628,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",adaptive,500000.0,lbfgs
16.724.841.594.696.000,0.0,0.0091497898101806,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",invscaling,500000.0,lbfgs
0.8959317207336426,0.0,0.0095901489257812,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",invscaling,500000.0,lbfgs
37.128.729.820.251.400,0.0,0.0110189914703369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",invscaling,500000.0,lbfgs
3.515.637.159.347.530,0.0,0.0106739997863769,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",adaptive,500000.0,lbfgs
3.629.512.071.609.490,0.0,0.0096309185028076,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",constant,500000.0,lbfgs
0.051583051681518555,0.0,0.0065939426422119,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,30,constant,500000.0,lbfgs
0.06119084358215332,0.0,0.0073599815368652,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,50,invscaling,500000.0,lbfgs
0.11267709732055664,0.0,0.0096349716186523,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,85,constant,500000.0,lbfgs
0.1363389492034912,0.0,0.0088911056518554,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,100,adaptive,500000.0,lbfgs
4.046.511.888.504.020,0.0,0.0076372623443603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(15, 75)",adaptive,500000.0,adam
0.07240700721740723,0.0,0.0078070163726806,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(30, 15)",constant,500000.0,lbfgs
0.10965418815612793,0.0,0.0077691078186035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(30, 30)",invscaling,500000.0,lbfgs
3.342.374.086.380.000,0.0,0.0084028244018554,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(30, 45)",invscaling,500000.0,adam
3.219.951.868.057.250,0.0,0.0081939697265625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(45, 15)",invscaling,500000.0,adam
33.787.200.450.897.200,0.0,0.0084710121154785,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(45, 45)",invscaling,500000.0,adam
31.492.509.841.918.900,0.0,0.0099542140960693,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(45, 45)",adaptive,500000.0,adam
0.16274189949035645,0.0,0.0098319053649902,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(45, 60)",constant,500000.0,lbfgs
4.541.467.189.788.810,0.0,0.0095057487487792,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(45, 90)",invscaling,500000.0,adam
0.1680889129638672,0.0,0.0083470344543457,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 15)",constant,500000.0,lbfgs
35.175.108.909.606.900,0.0,0.0089590549468994,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 60)",invscaling,500000.0,adam
4.387.354.135.513.300,0.0,0.0084717273712158,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 75)",constant,500000.0,adam
0.16254591941833496,0.0,0.0088241100311279,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 15)",invscaling,500000.0,lbfgs
33.886.561.393.737.700,0.0,0.0083537101745605,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 15)",adaptive,500000.0,adam
33.805.019.855.499.200,0.0,0.0094151496887207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 30)",invscaling,500000.0,adam
3.996.156.930.923.460,0.0,0.0092608928680419,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 60)",constant,500000.0,adam
47.599.568.367.004.300,0.0,0.0088362693786621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 75)",invscaling,500000.0,adam
0.353593111038208,0.0,0.0092329978942871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 90)",invscaling,500000.0,lbfgs
0.2652909755706787,0.0,0.0093560218811035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(90, 15)",adaptive,500000.0,lbfgs
4.121.338.129.043.570,0.0,0.0083363056182861,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(90, 60)",adaptive,500000.0,adam
4.427.021.026.611.320,0.0,0.0081727504730224,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(90, 75)",invscaling,500000.0,adam
0.17461824417114258,0.0,0.0080199241638183,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",adaptive,500000.0,lbfgs
26.089.119.911.193.800,0.0,0.0076019763946533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",adaptive,500000.0,adam
0.23211383819580078,0.0,0.0081982612609863,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",constant,500000.0,lbfgs
0.2139911651611328,0.0,0.0080931186676025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",adaptive,500000.0,lbfgs
39.115.588.665.008.500,0.0,0.0095479488372802,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",constant,500000.0,adam
232.285.213.470.459,0.0,0.0093629360198974,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",constant,500000.0,adam
23.795.218.467.712.400,0.0,0.0084578990936279,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",constant,500000.0,adam
21.917.810.440.063.400,0.0,0.0086579322814941,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",invscaling,500000.0,adam
0.21599411964416504,0.0,0.0086159706115722,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",adaptive,500000.0,lbfgs
0.2553737163543701,0.0,0.008836030960083,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",constant,500000.0,lbfgs
0.33655691146850586,0.0,0.0088930130004882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",constant,500000.0,lbfgs
29.308.111.667.633.000,0.0,0.0087602138519287,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",constant,500000.0,adam
0.32715797424316406,0.0,0.0092029571533203,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",constant,500000.0,lbfgs
35.795.888.900.756.800,0.0,0.0092699527740478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",adaptive,500000.0,adam
0.4403829574584961,0.0,0.0087389945983886,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",invscaling,500000.0,lbfgs
0.30808591842651367,0.0,0.0086572170257568,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",constant,500000.0,lbfgs
2.608.882.188.796.990,0.0,0.0095119476318359,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",adaptive,500000.0,adam
0.5001749992370605,0.0,0.0099530220031738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",adaptive,500000.0,lbfgs
10.538.280.010.223.300,0.0,0.0093300342559814,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",constant,500000.0,lbfgs
0.3796229362487793,0.0,0.0087270736694335,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",adaptive,500000.0,lbfgs
3.630.218.029.022.210,0.0,0.0093979835510253,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",adaptive,500000.0,adam
3.744.478.940.963.740,0.0,0.0098438262939453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",constant,500000.0,adam
0.5674829483032227,0.0,0.0099141597747802,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",constant,500000.0,lbfgs
2.575.566.053.390.500,0.0,0.014528751373291,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",invscaling,500000.0,adam
225.156.307.220.459,0.0,0.012772798538208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",invscaling,500000.0,adam
3.143.167.018.890.380,0.0,0.0141339302062988,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",constant,500000.0,adam
0.2860579490661621,0.0,0.0084929466247558,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",adaptive,500000.0,lbfgs
0.3671882152557373,0.0,0.0126769542694091,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",adaptive,500000.0,lbfgs
404.824.686.050.415,0.0,0.0123419761657714,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",invscaling,500000.0,adam
0.5498590469360352,0.0,0.019676923751831,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",constant,500000.0,lbfgs
5.792.562.007.904.050,0.0,0.0086488723754882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",adaptive,500000.0,adam
44.491.050.243.377.600,0.0,0.0097088813781738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",adaptive,500000.0,adam
4.244.440.078.735.350,0.0,0.0098340511322021,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",invscaling,500000.0,adam
0.6802082061767578,0.0,0.0089688301086425,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",adaptive,500000.0,lbfgs
0.5450010299682617,0.0,0.0087978839874267,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",invscaling,500000.0,lbfgs
4.027.066.946.029.660,0.0,0.0101699829101562,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",invscaling,500000.0,adam
0.658797025680542,0.0,0.0181379318237304,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",constant,500000.0,lbfgs
4.714.296.102.523.800,0.0,0.0089838504791259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",adaptive,500000.0,adam
0.879805326461792,0.0,0.0097498893737792,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",invscaling,500000.0,lbfgs
23.841.912.746.429.400,0.0,0.0095477104187011,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",adaptive,500000.0,adam
3.163.788.080.215.450,0.0,0.0106968879699707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",constant,500000.0,adam
33.140.058.517.456.000,0.0,0.009207010269165,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",invscaling,500000.0,adam
0.30783891677856445,0.0,0.0084118843078613,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",invscaling,500000.0,lbfgs
32.168.681.621.551.500,0.0,0.0092799663543701,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",invscaling,500000.0,adam
3.025.296.688.079.830,0.0,0.0143361091613769,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",adaptive,500000.0,adam
33.546.738.624.572.700,0.0,0.0097322463989257,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",constant,500000.0,adam
0.3840057849884033,0.0,0.0091762542724609,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",adaptive,500000.0,lbfgs
30.013.060.569.763.100,0.0,0.0095210075378417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",invscaling,500000.0,adam
0.42716383934020996,0.0,0.0094420909881591,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",adaptive,500000.0,lbfgs
0.49202895164489746,0.0,0.0101921558380126,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",constant,500000.0,lbfgs
0.5760898590087891,0.0,0.0095500946044921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",constant,500000.0,lbfgs
3.738.994.836.807.250,0.0,0.0092968940734863,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",invscaling,500000.0,adam
0.6399250030517578,0.0,0.0155131816864013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",adaptive,500000.0,lbfgs
25.488.760.471.343.900,0.0,0.0091428756713867,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",adaptive,500000.0,adam
26.225.759.983.062.700,0.0,0.0120961666107177,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",invscaling,500000.0,adam
0.3289310932159424,0.0,0.0127167701721191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",invscaling,500000.0,lbfgs
0.33258914947509766,0.0,0.0100758075714111,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",adaptive,500000.0,lbfgs
26.350.221.633.911.100,0.0,0.0124099254608154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",constant,500000.0,adam
0.3762030601501465,0.0,0.0157849788665771,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",adaptive,500000.0,lbfgs
0.666762113571167,0.0,0.0129981040954589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",invscaling,500000.0,lbfgs
436.550.498.008.728,0.0,0.0099320411682128,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",constant,500000.0,adam
34.555.957.317.352.200,0.0,0.0100181102752685,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",invscaling,500000.0,adam
0.61407470703125,0.0,0.0098581314086914,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",constant,500000.0,lbfgs
3.595.986.843.109.130,0.0,0.0097510814666748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",adaptive,500000.0,adam
360.974.383.354.187,0.0,0.0096721649169921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",invscaling,500000.0,adam
3.882.927.894.592.280,0.0,0.0099439620971679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",invscaling,500000.0,adam
0.7593810558319092,0.0,0.0118169784545898,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",constant,500000.0,lbfgs
0.7712409496307373,0.0,0.0102200508117675,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",invscaling,500000.0,lbfgs
0.7663750648498535,0.0,0.0100791454315185,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",adaptive,500000.0,lbfgs
4.014.591.932.296.750,0.0,0.0110249519348144,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",constant,500000.0,adam
10.046.980.381.011.900,0.0,0.0108129978179931,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",constant,500000.0,lbfgs
10.034.067.630.767.800,0.0,0.0101470947265625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",invscaling,500000.0,lbfgs
0.10458517074584961,0.0,0.0095889568328857,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,25,invscaling,500000.0,lbfgs
0.12503600120544434,0.0,0.0071699619293212,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,55,constant,500000.0,lbfgs
0.1408390998840332,0.0,0.0079247951507568,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,75,constant,500000.0,lbfgs
0.1438581943511963,0.0,0.0077519416809082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,80,invscaling,500000.0,lbfgs
0.14445209503173828,0.0,0.0074670314788818,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(15, 30)",invscaling,500000.0,lbfgs
2.444.863.796.234.130,0.0,0.0076801776885986,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(15, 90)",invscaling,500000.0,adam
0.14795589447021484,0.0,0.0077812671661376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(30, 15)",constant,500000.0,lbfgs
0.13897490501403809,0.0,0.0084011554718017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(30, 60)",invscaling,500000.0,lbfgs
0.14699602127075195,0.0,0.0078561305999755,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(30, 60)",adaptive,500000.0,lbfgs
0.1729280948638916,0.0,0.0081908702850341,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(30, 75)",constant,500000.0,lbfgs
0.1750352382659912,0.0,0.0079007148742675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(45, 60)",adaptive,500000.0,lbfgs
0.2726273536682129,0.0,0.0081958770751953,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 75)",constant,500000.0,lbfgs
0.38401079177856445,0.0,0.0085623264312744,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 90)",constant,500000.0,lbfgs
0.26567602157592773,0.0,0.0087230205535888,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(75, 15)",constant,500000.0,lbfgs
0.2226698398590088,0.0,0.0083611011505126,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(75, 45)",invscaling,500000.0,lbfgs
0.37900805473327637,0.0,0.0085492134094238,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(75, 75)",constant,500000.0,lbfgs
0.3426220417022705,0.0,0.0088071823120117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(90, 60)",invscaling,500000.0,lbfgs
0.4016149044036865,0.0,0.0090320110321044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 40, 100)",invscaling,500000.0,lbfgs
0.5018339157104492,0.0,0.0109660625457763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 60, 20)",invscaling,500000.0,lbfgs
15.348.777.770.996.000,0.0,0.0098481178283691,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 60, 60)",adaptive,500000.0,adam
0.4270031452178955,0.0,0.0093288421630859,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 80, 40)",constant,500000.0,lbfgs
1.829.643.964.767.450,0.0,0.009390115737915,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 80, 80)",constant,500000.0,adam
1.726.435.661.315.910,0.0,0.008763313293457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 100, 20)",adaptive,500000.0,adam
0.7932772636413574,0.0,0.0094621181488037,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 100, 100)",constant,500000.0,lbfgs
0.7230141162872314,0.0,0.0096340179443359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 100, 100)",invscaling,500000.0,lbfgs
0.26476502418518066,0.0,0.0083379745483398,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 20, 40)",invscaling,500000.0,lbfgs
0.2315518856048584,0.0,0.0084321498870849,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 20, 60)",constant,500000.0,lbfgs
1.127.966.594.696.040,0.0,0.0087490081787109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 40, 20)",constant,500000.0,sgd
13.956.449.031.829.800,0.0,0.0087380409240722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 60, 40)",constant,500000.0,adam
16.453.781.127.929.600,0.0,0.0099170207977294,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 80, 20)",constant,500000.0,adam
16.277.730.464.935.300,0.0,0.0112860202789306,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 80, 60)",constant,500000.0,adam
2.532.618.999.481.200,0.0,0.0089352130889892,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 100, 100)",adaptive,500000.0,adam
0.3850548267364502,0.0,0.0186443328857421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 20, 40)",adaptive,500000.0,lbfgs
0.29521727561950684,0.0,0.023749828338623,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 20, 60)",constant,500000.0,lbfgs
17.278.101.444.244.300,0.0,0.0087289810180664,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 20, 80)",adaptive,500000.0,adam
0.3818180561065674,0.0,0.0091629028320312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 20, 100)",adaptive,500000.0,lbfgs
0.3352987766265869,0.0,0.0088801383972167,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 60, 20)",constant,500000.0,lbfgs
0.39400291442871094,0.0,0.0095181465148925,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 60, 40)",invscaling,500000.0,lbfgs
189.591.383.934.021,0.0,0.0088131427764892,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 60, 60)",invscaling,500000.0,adam
0.45171284675598145,0.0,0.0101230144500732,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 60, 80)",invscaling,500000.0,lbfgs
0.695030927658081,0.0,0.0094518661499023,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 100, 60)",invscaling,500000.0,lbfgs
0.29457592964172363,0.0,0.0088472366333007,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 20, 60)",adaptive,500000.0,lbfgs
0.31833910942077637,0.0,0.0087699890136718,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 20, 80)",constant,500000.0,lbfgs
0.3805429935455322,0.0,0.0095129013061523,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 40, 40)",adaptive,500000.0,lbfgs
17.415.549.755.096.400,0.0,0.0091540813446044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 60, 40)",constant,500000.0,adam
0.5952649116516113,0.0,0.0094971656799316,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 60, 60)",invscaling,500000.0,lbfgs
0.4919090270996094,0.0,0.0092110633850097,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 60, 80)",invscaling,500000.0,lbfgs
0.6138119697570801,0.0,0.0094232559204101,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 80, 80)",adaptive,500000.0,lbfgs
0.918536901473999,0.0,0.0099849700927734,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 100, 60)",invscaling,500000.0,lbfgs
13.252.580.165.863.000,0.0,0.0086269378662109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(100, 40, 40)",constant,500000.0,adam
0.5495648384094238,0.0,0.0095729827880859,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(100, 60, 40)",constant,500000.0,lbfgs
0.6929128170013428,0.0,0.0096280574798583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(100, 80, 60)",constant,500000.0,lbfgs
16.813.828.945.159.900,0.0,0.0101230144500732,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(100, 80, 60)",invscaling,500000.0,adam
0.6910719871520996,0.0,0.0098559856414794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(100, 100, 20)",adaptive,500000.0,lbfgs
0.20798087120056152,0.0,0.0157029628753662,0.0,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.8367346938775511,0.8367346938775511,0.0,1,0.8850574712643678,0.8850574712643678,0.0,1,0.9534883720930232,0.9534883720930232,0.0,4,0.8913043478260869,0.8913043478260869,0.0,1,RandomForestClassifier,,,gini,,balanced,sqrt,,,,,
14.851.210.117.340.000,0.0,0.0084760189056396,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",adaptive,500000.0,lbfgs
12.801.620.960.235.500,0.0,0.0089368820190429,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",adaptive,500000.0,lbfgs
2.568.333.148.956.290,0.0,0.0122208595275878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",constant,500000.0,lbfgs
1.657.679.796.218.870,0.0,0.0091981887817382,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",constant,500000.0,lbfgs
34.559.149.742.126.400,0.0,0.009178876876831,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",adaptive,500000.0,lbfgs
2.833.169.937.133.780,0.0,0.0088880062103271,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",adaptive,500000.0,lbfgs
28.395.400.047.302.200,0.0,0.0086541175842285,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",invscaling,500000.0,lbfgs
205.824.613.571.167,0.0,0.0090470314025878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",constant,500000.0,lbfgs
25.410.799.980.163.500,0.0,0.0095191001892089,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",adaptive,500000.0,lbfgs
0.16286778450012207,0.0,0.0092003345489501,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(15, 60)",constant,500000.0,lbfgs
0.13674688339233398,0.0,0.0079960823059082,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(15, 60)",invscaling,500000.0,lbfgs
0.23328304290771484,0.0,0.0081470012664794,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",constant,500000.0,lbfgs
0.3286468982696533,0.0,0.0083711147308349,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",constant,500000.0,lbfgs
0.3136570453643799,0.0,0.0088918209075927,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",invscaling,500000.0,lbfgs
0.3557412624359131,0.0,0.0136566162109375,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",invscaling,500000.0,lbfgs
0.6122641563415527,0.0,0.0095398426055908,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",adaptive,500000.0,lbfgs
0.24017119407653809,0.0,0.0087769031524658,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",invscaling,500000.0,lbfgs
0.4861772060394287,0.0,0.0128419399261474,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",invscaling,500000.0,lbfgs
0.602592945098877,0.0,0.009451150894165,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",adaptive,500000.0,lbfgs
0.6891951560974121,0.0,0.011693000793457,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",constant,500000.0,lbfgs
0.5337080955505371,0.0,0.0088629722595214,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",invscaling,500000.0,lbfgs
0.485353946685791,0.0,0.009965181350708,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",invscaling,500000.0,lbfgs
0.1346890926361084,0.0,0.0083110332489013,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,65,adaptive,500000.0,lbfgs
0.0917818546295166,0.0,0.007397174835205,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,70,invscaling,500000.0,lbfgs
0.23515892028808594,0.0,0.0106000900268554,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(30, 75)",invscaling,500000.0,lbfgs
0.3084371089935303,0.0,0.0089547634124755,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(75, 75)",adaptive,500000.0,lbfgs
0.24505400657653809,0.0,0.0097317695617675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(90, 30)",invscaling,500000.0,lbfgs
0.6404531002044678,0.0,0.0096771717071533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(60, 60, 100)",adaptive,500000.0,lbfgs
0.35630226135253906,0.0,0.0095367431640625,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(80, 20, 40)",adaptive,500000.0,lbfgs
0.5529227256774902,0.0,0.0097842216491699,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(80, 60, 60)",constant,500000.0,lbfgs
39.546.751.976.013.100,0.0,0.0099849700927734,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.851063829787234,0.851063829787234,0.0,53,0.8850574712643678,0.8850574712643678,0.0,241,0.9302325581395348,0.9302325581395348,0.0,3215,0.888888888888889,0.888888888888889,0.0,684,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",invscaling,500000.0,lbfgs
17.085.521.221.160.800,0.0,0.0092811584472656,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.851063829787234,0.851063829787234,0.0,53,0.8850574712643678,0.8850574712643678,0.0,241,0.9302325581395348,0.9302325581395348,0.0,3215,0.888888888888889,0.888888888888889,0.0,684,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",invscaling,500000.0,lbfgs
0.12069034576416016,0.0,0.0077698230743408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,45,constant,500000.0,lbfgs
0.11044192314147949,0.0,0.0080361366271972,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,50,constant,500000.0,lbfgs
0.13463306427001953,0.0,0.0092520713806152,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,55,invscaling,500000.0,lbfgs
0.17793011665344238,0.0,0.0104949474334716,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,70,invscaling,500000.0,lbfgs
0.20094704627990723,0.0,0.007883071899414,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,85,constant,500000.0,lbfgs
0.4455831050872803,0.0,0.0078449249267578,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(15, 90)",constant,500000.0,lbfgs
0.5229787826538086,0.0,0.0081851482391357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(30, 75)",invscaling,500000.0,lbfgs
0.3088338375091553,0.0,0.0079340934753417,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(45, 30)",constant,500000.0,lbfgs
0.5729317665100098,0.0,0.0117912292480468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(60, 45)",constant,500000.0,lbfgs
10.624.771.118.164.000,0.0,0.0131430625915527,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(90, 75)",invscaling,500000.0,lbfgs
0.81998610496521,0.0,0.0101089477539062,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",invscaling,500000.0,lbfgs
14.651.048.183.441.100,0.0,0.0091261863708496,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",invscaling,500000.0,lbfgs
0.6430678367614746,0.0,0.010646104812622,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",invscaling,500000.0,lbfgs
18.865.680.694.580.000,0.0,0.0080020427703857,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",invscaling,500000.0,lbfgs
1.096.540.927.886.960,0.0,0.0091199874877929,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",constant,500000.0,lbfgs
10.367.889.404.296.800,0.0,0.0091619491577148,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",adaptive,500000.0,lbfgs
1.242.610.216.140.740,0.0,0.0087690353393554,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",adaptive,500000.0,lbfgs
25.313.169.956.207.200,0.0,0.0114490985870361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",adaptive,500000.0,lbfgs
24.358.649.253.845.200,0.0,0.0093350410461425,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",invscaling,500000.0,lbfgs
15.654.897.689.819.300,0.0,0.0083310604095458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",adaptive,500000.0,lbfgs
2.091.407.060.623.160,0.0,0.0093309879302978,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",adaptive,500000.0,lbfgs
14.073.798.656.463.600,0.0,0.0092320442199707,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",adaptive,500000.0,lbfgs
25.205.419.063.568.100,0.0,0.0098299980163574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",adaptive,500000.0,lbfgs
2.728.200.912.475.580,0.0,0.0097491741180419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",constant,500000.0,lbfgs
23.701.488.971.710.200,0.0,0.0103650093078613,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",adaptive,500000.0,lbfgs
32.952.451.705.932.600,0.0,0.0072798728942871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,25,invscaling,500000.0,adam
3.290.834.903.717.040,0.0,0.0071609020233154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,30,invscaling,500000.0,adam
3.411.115.884.780.880,0.0,0.0089318752288818,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,45,constant,500000.0,adam
4.090.893.745.422.360,0.0,0.0082323551177978,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,60,adaptive,500000.0,adam
0.10123205184936523,0.0,0.0090489387512207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,65,invscaling,500000.0,lbfgs
0.08687996864318848,0.0,0.0079989433288574,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,65,adaptive,500000.0,lbfgs
4.181.363.821.029.660,0.0,0.0083222389221191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,70,adaptive,500000.0,adam
4.580.682.039.260.860,0.0,0.0110089778900146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,75,constant,500000.0,adam
39.665.989.875.793.400,0.0,0.0087890625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,75,adaptive,500000.0,adam
4.821.485.996.246.330,0.0,0.0082838535308837,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,80,constant,500000.0,adam
0.1232309341430664,0.0,0.0081329345703125,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,90,constant,500000.0,lbfgs
5.442.882.061.004.630,0.0,0.0108590126037597,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,90,constant,500000.0,adam
5.632.216.691.970.820,0.0,0.019468069076538,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,90,invscaling,500000.0,adam
5.915.045.738.220.210,0.0,0.0084321498870849,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,90,adaptive,500000.0,adam
0.12752914428710938,0.0,0.0090641975402832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,100,constant,500000.0,lbfgs
59.148.852.825.164.700,0.0,0.0076327323913574,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,100,constant,500000.0,adam
4.612.030.982.971.190,0.0,0.0076448917388916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(15, 60)",invscaling,500000.0,adam
0.1715688705444336,0.0,0.0077311992645263,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(15, 60)",adaptive,500000.0,lbfgs
0.2849860191345215,0.0,0.0124769210815429,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(15, 75)",constant,500000.0,lbfgs
0.15313506126403809,0.0,0.0077462196350097,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(30, 45)",adaptive,500000.0,lbfgs
4.386.622.190.475.460,0.0,0.0088257789611816,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(45, 75)",invscaling,500000.0,adam
0.1635890007019043,0.0,0.0082418918609619,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 15)",invscaling,500000.0,lbfgs
2.964.294.910.430.900,0.0,0.0083651542663574,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 30)",invscaling,500000.0,adam
3.481.076.955.795.280,0.0,0.01416015625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 45)",invscaling,500000.0,adam
3.782.356.023.788.450,0.0,0.0088348388671875,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60)",constant,500000.0,adam
0.2216188907623291,0.0,0.0087151527404785,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60)",adaptive,500000.0,lbfgs
0.37163305282592773,0.0,0.0085079669952392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 75)",constant,500000.0,lbfgs
0.16705894470214844,0.0,0.0101728439331054,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(75, 30)",constant,500000.0,lbfgs
0.2615690231323242,0.0,0.0101559162139892,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(75, 60)",constant,500000.0,lbfgs
4.396.262.168.884.270,0.0,0.0086910724639892,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(75, 75)",constant,500000.0,adam
4.305.896.759.033.200,0.0,0.0090398788452148,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(75, 90)",constant,500000.0,adam
4.486.133.813.858.030,0.0,0.0088870525360107,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(75, 90)",invscaling,500000.0,adam
36.013.240.814.208.900,0.0,0.0092279911041259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(90, 30)",constant,500000.0,adam
3.300.791.025.161.740,0.0,0.0090749263763427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(90, 30)",invscaling,500000.0,adam
3.705.275.774.002.070,0.0,0.0093030929565429,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(90, 45)",adaptive,500000.0,adam
0.3084878921508789,0.0,0.0091800689697265,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(90, 75)",adaptive,500000.0,lbfgs
2.762.579.917.907.710,0.0,0.0097241401672363,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",constant,500000.0,adam
0.18659496307373047,0.0,0.0078909397125244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",invscaling,500000.0,lbfgs
3.093.146.324.157.710,0.0,0.0081207752227783,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",adaptive,500000.0,adam
2.890.542.984.008.780,0.0,0.0086479187011718,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",constant,500000.0,adam
0.23293375968933105,0.0,0.0082101821899414,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",adaptive,500000.0,lbfgs
0.4376389980316162,0.0,0.008746862411499,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",constant,500000.0,lbfgs
4.635.528.326.034.540,0.0,0.0089399814605712,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",invscaling,500000.0,adam
0.4382660388946533,0.0,0.0089459419250488,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",adaptive,500000.0,lbfgs
3.547.147.035.598.750,0.0,0.0094039440155029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",invscaling,500000.0,adam
54.768.548.011.779.700,0.0,0.0090999603271484,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",adaptive,500000.0,adam
0.562528133392334,0.0,0.0098128318786621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",constant,500000.0,lbfgs
0.3698868751525879,0.0,0.0091452598571777,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",constant,500000.0,lbfgs
38.994.569.778.442.300,0.0,0.0112648010253906,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",invscaling,500000.0,adam
237.026.309.967.041,0.0,0.0087089538574218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",invscaling,500000.0,adam
23.445.582.389.831.500,0.0,0.0088667869567871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",adaptive,500000.0,adam
27.275.378.704.071.000,0.0,0.0092411041259765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",adaptive,500000.0,adam
26.099.541.187.286.300,0.0,0.0089669227600097,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",invscaling,500000.0,adam
4.267.692.804.336.540,0.0,0.0086100101470947,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",invscaling,500000.0,adam
0.4600958824157715,0.0,0.0120782852172851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",invscaling,500000.0,lbfgs
4.111.471.891.403.190,0.0,0.0094683170318603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",constant,500000.0,adam
0.6025211811065674,0.0,0.0097458362579345,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",invscaling,500000.0,lbfgs
4.057.547.569.274.900,0.0,0.0095312595367431,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",invscaling,500000.0,adam
52.193.217.277.526.800,0.0,0.0090889930725097,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",adaptive,500000.0,adam
0.8799707889556885,0.0,0.0101311206817626,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",constant,500000.0,lbfgs
2.427.456.855.773.920,0.0,0.0090501308441162,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",constant,500000.0,adam
2.506.168.842.315.670,0.0,0.0128760337829589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",adaptive,500000.0,adam
35.360.381.603.240.900,0.0,0.0124328136444091,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",invscaling,500000.0,adam
0.2816948890686035,0.0,0.0122678279876708,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",adaptive,500000.0,lbfgs
3.836.245.059.967.040,0.0,0.0128920078277587,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",adaptive,500000.0,adam
5.090.270.042.419.430,0.0,0.0135836601257324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",constant,500000.0,adam
4.575.192.928.314.200,0.0,0.0129311084747314,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",invscaling,500000.0,adam
543.159.294.128.418,0.0,0.0248661041259765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",invscaling,500000.0,adam
0.5789120197296143,0.0,0.0137791633605957,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",invscaling,500000.0,lbfgs
4.319.920.063.018.790,0.0,0.0100679397583007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",constant,500000.0,adam
2.464.562.177.658.080,0.0,0.0093710422515869,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",constant,500000.0,adam
0.36197710037231445,0.0,0.0107898712158203,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",constant,500000.0,lbfgs
0.47885799407958984,0.0,0.0096819400787353,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",adaptive,500000.0,lbfgs
0.5756199359893799,0.0,0.0107948780059814,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",constant,500000.0,lbfgs
4.116.092.920.303.340,0.0,0.0115370750427246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",constant,500000.0,adam
3.882.667.064.666.740,0.0,0.0130486488342285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",constant,500000.0,adam
22.958.390.712.738.000,0.0,0.009200096130371,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",invscaling,500000.0,adam
28.464.977.741.241.400,0.0,0.0093581676483154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",constant,500000.0,adam
2.851.430.892.944.330,0.0,0.0093460083007812,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",invscaling,500000.0,adam
291.145.396.232.605,0.0,0.0093829631805419,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",adaptive,500000.0,adam
2.935.723.066.329.950,0.0,0.0095927715301513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",constant,500000.0,adam
34.876.480.102.539.000,0.0,0.0098628997802734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",invscaling,500000.0,adam
37.625.019.550.323.400,0.0,0.0099890232086181,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",constant,500000.0,adam
0.6130092144012451,0.0,0.0097408294677734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",adaptive,500000.0,lbfgs
3.874.924.898.147.580,0.0,0.0107431411743164,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",constant,500000.0,adam
0.7862389087677002,0.0,0.0103342533111572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",adaptive,500000.0,lbfgs
4.688.071.012.496.940,0.0,0.0094661712646484,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",adaptive,500000.0,adam
4.393.723.011.016.840,0.0,0.010840892791748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",invscaling,500000.0,adam
39.704.489.707.946.700,0.0,0.0083210468292236,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",constant,500000.0,adam
0.07678890228271484,0.0,0.0070648193359375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,35,constant,500000.0,lbfgs
31.000.750.064.849.800,0.0,0.0070588588714599,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,35,invscaling,500000.0,adam
27.431.018.352.508.500,0.0,0.0076749324798583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,60,constant,500000.0,adam
33.622.260.093.688.900,0.0,0.0077648162841796,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,70,constant,500000.0,adam
0.14186906814575195,0.0,0.0079050064086914,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,85,adaptive,500000.0,lbfgs
0.21705412864685059,0.0,0.0077810287475585,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,95,invscaling,500000.0,lbfgs
29.242.279.529.571.500,0.0,0.0069990158081054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 15)",adaptive,500000.0,adam
24.349.489.212.036.100,0.0,0.0103209018707275,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 30)",invscaling,500000.0,adam
22.891.438.007.354.700,0.0,0.0080361366271972,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 45)",adaptive,500000.0,adam
0.343519926071167,0.0,0.0083868503570556,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 75)",constant,500000.0,lbfgs
0.16497015953063965,0.0,0.0090620517730712,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 75)",invscaling,500000.0,lbfgs
2.324.213.743.209.830,0.0,0.0079772472381591,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 90)",constant,500000.0,adam
0.2049260139465332,0.0,0.0078480243682861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 90)",adaptive,500000.0,lbfgs
0.11009621620178223,0.0,0.0087718963623046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(30, 30)",constant,500000.0,lbfgs
18.631.260.395.050.000,0.0,0.0099561214447021,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(30, 45)",invscaling,500000.0,adam
2.244.023.084.640.500,0.0,0.0085718631744384,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(30, 60)",constant,500000.0,adam
21.624.109.745.025.600,0.0,0.0114750862121582,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(30, 90)",constant,500000.0,adam
1.883.410.930.633.540,0.0,0.0081326961517333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(45, 30)",invscaling,500000.0,adam
17.719.011.306.762.600,0.0,0.0080246925354003,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(45, 45)",adaptive,500000.0,adam
24.496.359.825.134.200,0.0,0.0078101158142089,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(45, 90)",adaptive,500000.0,adam
21.008.920.669.555.600,0.0,0.0079519748687744,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 15)",invscaling,500000.0,adam
0.17904996871948242,0.0,0.0084030628204345,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 15)",adaptive,500000.0,lbfgs
20.406.432.151.794.400,0.0,0.0089049339294433,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 15)",adaptive,500000.0,adam
2.179.323.196.411.130,0.0,0.0096869468688964,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 75)",constant,500000.0,adam
0.2984330654144287,0.0,0.0104372501373291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 15)",adaptive,500000.0,lbfgs
0.21985101699829102,0.0,0.0085351467132568,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 30)",constant,500000.0,lbfgs
20.972.940.921.783.400,0.0,0.0083930492401123,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 30)",constant,500000.0,adam
0.21158409118652344,0.0,0.0088739395141601,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 30)",invscaling,500000.0,lbfgs
2.134.971.857.070.920,0.0,0.0085220336914062,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 45)",invscaling,500000.0,adam
22.367.372.512.817.300,0.0,0.0088796615600585,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 60)",invscaling,500000.0,adam
0.3077259063720703,0.0,0.0087621212005615,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 45)",constant,500000.0,lbfgs
2.181.546.926.498.410,0.0,0.0094101428985595,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 60)",invscaling,500000.0,adam
24.397.666.454.315.100,0.0,0.0091581344604492,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 60)",adaptive,500000.0,adam
0.3907341957092285,0.0,0.0090711116790771,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 75)",adaptive,500000.0,lbfgs
2.686.729.907.989.500,0.0,0.0088052749633789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 75)",adaptive,500000.0,adam
23.896.610.736.846.900,0.0,0.008897066116333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 90)",constant,500000.0,adam
26.190.710.067.749.000,0.0,0.0081839561462402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 90)",invscaling,500000.0,adam
2.258.404.016.494.750,0.0,0.007897138595581,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 90)",adaptive,500000.0,adam
0.21094107627868652,0.0,0.009692907333374,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 20, 40)",constant,500000.0,lbfgs
0.3256981372833252,0.0,0.0081129074096679,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 20, 40)",invscaling,500000.0,lbfgs
0.3561263084411621,0.0,0.0079398155212402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 20, 100)",adaptive,500000.0,lbfgs
0.3794701099395752,0.0,0.0093798637390136,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 40, 20)",constant,500000.0,lbfgs
14.144.458.770.751.900,0.0,0.0091660022735595,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 40, 20)",constant,500000.0,adam
18.044.979.572.296.100,0.0,0.0096392631530761,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 40, 100)",invscaling,500000.0,adam
0.361602783203125,0.0,0.0102720260620117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 60, 60)",constant,500000.0,lbfgs
19.899.709.224.700.900,0.0,0.0110259056091308,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 60, 60)",invscaling,500000.0,adam
15.842.598.915.100.000,0.0,0.0088660717010498,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 60, 80)",constant,500000.0,sgd
19.609.851.837.158.200,0.0,0.0087149143218994,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 60, 100)",constant,500000.0,adam
0.5845401287078857,0.0,0.0088598728179931,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 60, 100)",adaptive,500000.0,lbfgs
1.446.209.192.276.000,0.0,0.0089068412780761,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 80, 20)",adaptive,500000.0,adam
0.4422760009765625,0.0,0.0089809894561767,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 80, 40)",invscaling,500000.0,lbfgs
17.675.580.978.393.500,0.0,0.0092608928680419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 80, 40)",invscaling,500000.0,adam
0.5424618721008301,0.0,0.0097260475158691,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 80, 100)",invscaling,500000.0,lbfgs
1.698.783.016.204.830,0.0,0.0125041007995605,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 100, 40)",constant,500000.0,sgd
0.5709598064422607,0.0,0.0125601291656494,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 100, 60)",constant,500000.0,lbfgs
1.937.640.905.380.240,0.0,0.009275197982788,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 100, 60)",constant,500000.0,adam
25.436.580.181.121.800,0.0,0.0094900131225585,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 100, 100)",constant,500000.0,adam
0.28664684295654297,0.0,0.009087324142456,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 20, 80)",invscaling,500000.0,lbfgs
1.628.262.996.673.580,0.0,0.0086660385131835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 20, 80)",invscaling,500000.0,adam
12.905.521.392.822.200,0.0,0.0088489055633544,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 20, 100)",constant,500000.0,adam
1.299.379.825.592.040,0.0,0.0087060928344726,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 20, 100)",invscaling,500000.0,adam
0.32532310485839844,0.0,0.0088229179382324,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 40, 40)",adaptive,500000.0,lbfgs
1.413.949.966.430.660,0.0,0.0097641944885253,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 40, 60)",constant,500000.0,adam
12.177.741.527.557.300,0.0,0.008502721786499,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 40, 80)",constant,500000.0,adam
0.3339121341705322,0.0,0.0086441040039062,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 40, 100)",invscaling,500000.0,lbfgs
163.304.660.320.282,0.0,0.00974702835083,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 40)",adaptive,500000.0,sgd
14.246.199.131.011.900,0.0,0.0088698863983154,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 40)",adaptive,500000.0,adam
1.426.224.946.975.700,0.0,0.0087301731109619,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 60)",adaptive,500000.0,adam
18.098.052.740.097.000,0.0,0.0134620666503906,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 80)",constant,500000.0,sgd
21.333.326.816.558.800,0.0,0.0096170902252197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 80)",adaptive,500000.0,sgd
1.646.955.966.949.460,0.0,0.0107438564300537,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 80)",adaptive,500000.0,adam
21.400.505.781.173.700,0.0,0.0092589855194091,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 100)",adaptive,500000.0,sgd
15.911.556.959.152.200,0.0,0.0136699676513671,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 80, 40)",constant,500000.0,sgd
16.413.748.264.312.700,0.0,0.0089962482452392,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 80, 60)",adaptive,500000.0,adam
0.8393669128417969,0.0,0.0130801200866699,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 100, 20)",invscaling,500000.0,lbfgs
19.983.580.112.457.200,0.0,0.0129871368408203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 100, 40)",invscaling,500000.0,adam
305.478.458.404.541,0.0,0.009167194366455,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 100, 80)",constant,500000.0,sgd
23.197.999.000.549.300,0.0,0.0233252048492431,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 100, 100)",constant,500000.0,adam
18.245.158.195.495.600,0.0,0.0085570812225341,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 20, 40)",invscaling,500000.0,adam
0.5214271545410156,0.0,0.0115888118743896,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 20, 60)",invscaling,500000.0,lbfgs
2.212.545.156.478.880,0.0,0.0186309814453125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 20, 80)",constant,500000.0,adam
13.973.829.746.246.300,0.0,0.0089600086212158,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 40, 20)",constant,500000.0,adam
1.294.538.974.761.960,0.0,0.0087471008300781,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 40, 80)",invscaling,500000.0,adam
15.787.360.668.182.300,0.0,0.0127050876617431,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 20)",constant,500000.0,adam
1.645.517.611.503.600,0.0,0.0182747840881347,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 40)",adaptive,500000.0,sgd
17.321.510.314.941.400,0.0,0.010944128036499,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 40)",adaptive,500000.0,adam
13.559.858.798.980.700,0.0,0.0105490684509277,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 80)",constant,500000.0,adam
15.766.451.358.795.100,0.0,0.0100870132446289,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 100)",constant,500000.0,adam
15.567.030.906.677.200,0.0,0.0091269016265869,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 100)",invscaling,500000.0,adam
0.5643749237060547,0.0,0.0093238353729248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 20)",adaptive,500000.0,lbfgs
1.738.245.964.050.290,0.0,0.0091619491577148,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 20)",adaptive,500000.0,adam
1.554.414.987.564.080,0.0,0.0091860294342041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 40)",invscaling,500000.0,adam
17.559.640.407.562.200,0.0,0.0122179985046386,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 60)",constant,500000.0,adam
24.132.153.272.628.700,0.0,0.0120019912719726,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 100)",constant,500000.0,sgd
17.647.910.118.103.000,0.0,0.0098030567169189,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 100)",constant,500000.0,adam
15.974.960.327.148.400,0.0,0.0095329284667968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 100)",invscaling,500000.0,adam
15.999.407.768.249.500,0.0,0.0097632408142089,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 100)",adaptive,500000.0,adam
0.5259430408477783,0.0,0.0099120140075683,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 20)",constant,500000.0,lbfgs
17.027.440.071.105.900,0.0,0.0095241069793701,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 20)",constant,500000.0,adam
0.6308140754699707,0.0,0.0096261501312255,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 40)",constant,500000.0,lbfgs
0.9912052154541016,0.0,0.0097010135650634,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 80)",constant,500000.0,lbfgs
0.8306927680969238,0.0,0.00950288772583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 80)",adaptive,500000.0,lbfgs
1.646.925.926.208.490,0.0,0.0093789100646972,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 100)",adaptive,500000.0,adam
16.740.760.803.222.600,0.0,0.0092380046844482,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 20)",adaptive,500000.0,adam
14.118.099.212.646.400,0.0,0.0089519023895263,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 40)",adaptive,500000.0,adam
12.458.701.133.728.000,0.0,0.0089888572692871,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 60)",constant,500000.0,adam
16.312.668.085.098.200,0.0,0.0113649368286132,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 80)",constant,500000.0,sgd
13.473.069.667.816.100,0.0,0.0091829299926757,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 80)",adaptive,500000.0,adam
1.638.481.855.392.450,0.0,0.0104651451110839,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 100)",constant,500000.0,adam
17.554.499.864.578.200,0.0,0.0091810226440429,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 100)",adaptive,500000.0,sgd
15.822.210.311.889.600,0.0,0.0103230476379394,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 20)",constant,500000.0,adam
1.586.313.009.262.080,0.0,0.0099000930786132,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 20)",adaptive,500000.0,adam
0.45455312728881836,0.0,0.010793924331665,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 40)",constant,500000.0,lbfgs
1.480.294.942.855.830,0.0,0.0102119445800781,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 40)",constant,500000.0,adam
0.5043489933013916,0.0,0.0110089778900146,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 60)",constant,500000.0,lbfgs
15.684.311.389.923.000,0.0,0.0093958377838134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 60)",adaptive,500000.0,adam
14.950.017.929.077.100,0.0,0.0091309547424316,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 80)",adaptive,500000.0,adam
0.643744945526123,0.0,0.0109481811523437,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 20)",adaptive,500000.0,lbfgs
1.473.506.212.234.490,0.0,0.0126776695251464,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 40)",invscaling,500000.0,adam
13.990.850.448.608.300,0.0,0.009761095046997,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 40)",adaptive,500000.0,adam
14.075.758.457.183.800,0.0,0.010660171508789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 60)",constant,500000.0,adam
16.181.769.371.032.700,0.0,0.0099890232086181,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 80)",adaptive,500000.0,adam
14.304.211.139.678.900,0.0,0.0094170570373535,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 100)",adaptive,500000.0,adam
0.5383749008178711,0.0,0.00944185256958,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 40)",invscaling,500000.0,lbfgs
1.679.905.891.418.450,0.0,0.0109870433807373,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 40)",adaptive,500000.0,adam
17.281.198.501.586.900,0.0,0.0094180107116699,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 60)",invscaling,500000.0,adam
2.114.361.596.107.480,0.0,0.0097181797027587,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 60)",adaptive,500000.0,sgd
21.336.328.983.306.800,0.0,0.0094602108001708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 80)",adaptive,500000.0,sgd
15.925.791.263.580.300,0.0,0.0094389915466308,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 80)",adaptive,500000.0,adam
17.994.680.404.663.000,0.0,0.0169968605041503,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 100)",invscaling,500000.0,adam
17.334.070.205.688.400,0.0,0.0098717212677001,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 100)",adaptive,500000.0,adam
0.6384437084197998,0.0,0.0094552040100097,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 20)",adaptive,500000.0,lbfgs
16.312.239.170.074.400,0.0,0.0102949142456054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 40)",constant,500000.0,adam
1.761.199.951.171.870,0.0,0.0102560520172119,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 60)",constant,500000.0,adam
1.587.144.374.847.410,0.0,0.0102436542510986,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 60)",invscaling,500000.0,adam
0.7257602214813232,0.0,0.0097630023956298,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 80)",invscaling,500000.0,lbfgs
17.891.240.119.934.000,0.0,0.0100760459899902,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 100)",constant,500000.0,adam
1.196.840.763.092.040,0.0,0.0087091922760009,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 20)",constant,500000.0,sgd
15.481.898.784.637.400,0.0,0.0095570087432861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 20)",constant,500000.0,adam
0.5217268466949463,0.0,0.0146872997283935,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 20)",invscaling,500000.0,lbfgs
0.2871689796447754,0.0,0.0095691680908203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 40)",constant,500000.0,lbfgs
13.373.441.696.166.900,0.0,0.0093312263488769,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 40)",constant,500000.0,adam
14.393.904.685.974.100,0.0,0.0084390640258789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 60)",constant,500000.0,sgd
1.456.268.072.128.290,0.0,0.0095317363739013,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 60)",constant,500000.0,adam
0.37140727043151855,0.0,0.009192943572998,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 80)",invscaling,500000.0,lbfgs
0.5265471935272217,0.0,0.0091431140899658,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 100)",invscaling,500000.0,lbfgs
15.964.019.298.553.400,0.0,0.009535789489746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 40, 20)",constant,500000.0,adam
0.36570286750793457,0.0,0.0116462707519531,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 40, 80)",adaptive,500000.0,lbfgs
18.764.063.119.888.300,0.0,0.0122900009155273,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 40, 80)",adaptive,500000.0,sgd
15.793.430.805.206.200,0.0,0.0090911388397216,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 20)",constant,500000.0,adam
17.303.913.116.455.000,0.0,0.0096418857574462,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 40)",constant,500000.0,sgd
16.578.199.863.433.800,0.0,0.0095689296722412,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 40)",invscaling,500000.0,adam
16.045.842.170.715.300,0.0,0.0096089839935302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 60)",constant,500000.0,adam
14.371.967.315.673.800,0.0,0.0095024108886718,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 60)",invscaling,500000.0,adam
1.753.465.175.628.660,0.0,0.0113139152526855,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 80)",adaptive,500000.0,adam
1.787.843.680.381.770,0.0,0.0094780921936035,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 20)",constant,500000.0,sgd
1.600.268.840.789.790,0.0,0.009855031967163,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 20)",constant,500000.0,adam
16.785.399.913.787.800,0.0,0.0098419189453125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 20)",adaptive,500000.0,adam
14.910.120.964.050.200,0.0,0.0096917152404785,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 40)",adaptive,500000.0,adam
15.286.331.176.757.800,0.0,0.0102021694183349,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 80)",constant,500000.0,adam
1.800.417.184.829.710,0.0,0.0097990036010742,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 100)",invscaling,500000.0,adam
10.197.129.249.572.700,0.0,0.0089070796966552,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 100)",adaptive,500000.0,lbfgs
17.767.307.758.331.200,0.0,0.0098879337310791,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 20)",constant,500000.0,adam
17.148.067.951.202.300,0.0,0.0110030174255371,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 20)",adaptive,500000.0,adam
21.030.603.885.650.600,0.0,0.0047752857208251,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 40)",adaptive,500000.0,sgd
17.978.298.664.093.000,0.0,0.0092678070068359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 60)",constant,500000.0,adam
0.9784231185913086,0.0,0.0102300643920898,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 60)",invscaling,500000.0,lbfgs
2.011.930.227.279.660,0.0,0.0100190639495849,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 60)",adaptive,500000.0,adam
0.1926889419555664,0.0,0.0139381885528564,0.0,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.8076923076923077,0.8076923076923077,0.0,4,0.8735632183908046,0.8735632183908046,0.0,2,0.9767441860465116,0.9767441860465116,0.0,1,0.8842105263157894,0.8842105263157894,0.0,2,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,,
0.16245460510253906,0.0,0.0149481296539306,0.0,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.8076923076923077,0.8076923076923077,0.0,4,0.8735632183908046,0.8735632183908046,0.0,2,0.9767441860465116,0.9767441860465116,0.0,1,0.8842105263157894,0.8842105263157894,0.0,2,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,,
0.25373315811157227,0.0,0.0130708217620849,0.0,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.8076923076923077,0.8076923076923077,0.0,4,0.8735632183908046,0.8735632183908046,0.0,2,0.9767441860465116,0.9767441860465116,0.0,1,0.8842105263157894,0.8842105263157894,0.0,2,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,,
0.10682272911071777,0.0,0.0076611042022705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,30,constant,500000.0,lbfgs
0.13591814041137695,0.0,0.0093598365783691,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,55,constant,500000.0,lbfgs
0.239426851272583,0.0,0.0078890323638916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,85,invscaling,500000.0,lbfgs
0.2977559566497803,0.0,0.00797700881958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,95,adaptive,500000.0,lbfgs
0.2777390480041504,0.0,0.0081090927124023,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,100,constant,500000.0,lbfgs
0.25649404525756836,0.0,0.0078370571136474,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,100,adaptive,500000.0,lbfgs
0.17647600173950195,0.0,0.0103518962860107,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(15, 15)",invscaling,500000.0,lbfgs
0.26953887939453125,0.0,0.0087587833404541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(45, 15)",constant,500000.0,lbfgs
0.5177547931671143,0.0,0.0085718631744384,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(45, 90)",constant,500000.0,lbfgs
0.3000199794769287,0.0,0.0084400177001953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 15)",adaptive,500000.0,lbfgs
0.5530281066894531,0.0,0.009429931640625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(75, 30)",constant,500000.0,lbfgs
0.9379489421844482,0.0,0.0134360790252685,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(75, 90)",invscaling,500000.0,lbfgs
977.832.293.510.437,0.0,0.0112919807434082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",invscaling,500000.0,adam
0.6940557956695557,0.0,0.0103449821472167,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",adaptive,500000.0,lbfgs
1.846.778.154.373.160,0.0,0.0092558860778808,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",invscaling,500000.0,lbfgs
7.030.876.159.667.960,0.0,0.0086729526519775,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",constant,500000.0,lbfgs
5.446.722.030.639.640,0.0,0.0094039440155029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",invscaling,500000.0,lbfgs
18.169.128.894.805.900,0.0,0.008430004119873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",adaptive,500000.0,lbfgs
0.8494620323181152,0.0,0.0084757804870605,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",constant,500000.0,lbfgs
0.8539121150970459,0.0,0.0081667900085449,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",constant,500000.0,lbfgs
11.612.660.884.857.100,0.0,0.00856614112854,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",invscaling,500000.0,lbfgs
18.202.359.676.361.000,0.0,0.0094830989837646,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",invscaling,500000.0,lbfgs
18.342.170.715.332.000,0.0,0.008713960647583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",constant,500000.0,lbfgs
2.198.483.943.939.200,0.0,0.0095338821411132,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",constant,500000.0,lbfgs
2.033.109.188.079.830,0.0,0.0100100040435791,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",invscaling,500000.0,lbfgs
11.858.561.038.970.900,0.0,0.0083229541778564,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",constant,500000.0,lbfgs
12.686.312.198.638.900,0.0,0.0087947845458984,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",adaptive,500000.0,lbfgs
18.654.580.116.271.900,0.0,0.0094709396362304,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",invscaling,500000.0,lbfgs
16.279.139.518.737.700,0.0,0.0087060928344726,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",constant,500000.0,lbfgs
27.872.331.142.425.500,0.0,0.010892629623413,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",constant,500000.0,lbfgs
19.087.247.848.510.700,0.0,0.01007080078125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",invscaling,500000.0,lbfgs
16.476.411.819.458.000,0.0,0.0110011100769042,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",invscaling,500000.0,lbfgs
11.522.178.649.902.300,0.0,0.0086908340454101,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",invscaling,500000.0,lbfgs
29.084.908.962.249.700,0.0,0.0096931457519531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",constant,500000.0,lbfgs
1.474.430.799.484.250,0.0,0.0101971626281738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",invscaling,500000.0,lbfgs
16.135.830.879.211.400,0.0,0.0093679428100585,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",constant,500000.0,lbfgs
4.776.843.786.239.620,0.0,0.0096850395202636,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",adaptive,500000.0,lbfgs
4.334.815.979.003.900,0.0,0.0099198818206787,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",adaptive,500000.0,lbfgs
29.077.279.567.718.500,0.0,0.0072748661041259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,5,constant,500000.0,adam
0.055819034576416016,0.0,0.0066068172454833,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,25,constant,500000.0,lbfgs
33.325.350.284.576.400,0.0,0.0075128078460693,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,25,adaptive,500000.0,adam
0.06407880783081055,0.0,0.0074481964111328,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,50,adaptive,500000.0,lbfgs
0.08266496658325195,0.0,0.0076720714569091,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,55,constant,500000.0,lbfgs
4.550.972.938.537.590,0.0,0.0081820487976074,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,65,adaptive,500000.0,adam
0.0924067497253418,0.0,0.0078270435333251,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,70,invscaling,500000.0,lbfgs
49.671.783.447.265.600,0.0,0.010211706161499,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,70,invscaling,500000.0,adam
0.09425783157348633,0.0,0.0080132484436035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,75,constant,500000.0,lbfgs
0.12239193916320801,0.0,0.0083980560302734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,90,invscaling,500000.0,lbfgs
5.664.493.083.953.850,0.0,0.0094809532165527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,100,adaptive,500000.0,adam
35.408.380.031.585.600,0.0,0.0086090564727783,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(15, 15)",adaptive,500000.0,adam
0.3427550792694092,0.0,0.0083599090576171,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(15, 30)",constant,500000.0,lbfgs
29.189.281.463.623.000,0.0,0.0078227519989013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 15)",constant,500000.0,adam
0.09052395820617676,0.0,0.0092241764068603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 30)",adaptive,500000.0,lbfgs
0.11588501930236816,0.0,0.0078320503234863,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 45)",constant,500000.0,lbfgs
35.416.619.777.679.400,0.0,0.0081510543823242,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 60)",adaptive,500000.0,adam
39.354.989.528.656.000,0.0,0.0088269710540771,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 75)",invscaling,500000.0,adam
4.563.219.785.690.300,0.0,0.0094931125640869,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 90)",constant,500000.0,adam
31.521.718.502.044.600,0.0,0.0079941749572753,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(45, 15)",adaptive,500000.0,adam
0.1188669204711914,0.0,0.0087349414825439,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(45, 30)",constant,500000.0,lbfgs
35.407.958.030.700.600,0.0,0.0133092403411865,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(45, 60)",constant,500000.0,adam
3.808.962.106.704.710,0.0,0.0084009170532226,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(45, 75)",constant,500000.0,adam
0.2882859706878662,0.0,0.0086886882781982,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(45, 90)",adaptive,500000.0,lbfgs
3.204.648.971.557.610,0.0,0.0126090049743652,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 15)",adaptive,500000.0,adam
33.097.448.348.999.000,0.0,0.0081760883331298,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 45)",constant,500000.0,adam
36.988.561.153.411.800,0.0,0.0084500312805175,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60)",adaptive,500000.0,adam
4.138.878.107.070.920,0.0,0.0100448131561279,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 75)",invscaling,500000.0,adam
4.547.172.784.805.290,0.0,0.0100588798522949,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 75)",adaptive,500000.0,adam
0.32778215408325195,0.0,0.0090749263763427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 90)",constant,500000.0,lbfgs
4.476.100.921.630.850,0.0,0.0088350772857666,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 90)",constant,500000.0,adam
4.478.523.015.975.950,0.0,0.0133538246154785,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 90)",invscaling,500000.0,adam
3.483.227.014.541.620,0.0,0.0088729858398437,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 15)",constant,500000.0,adam
0.1889653205871582,0.0,0.0091426372528076,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 30)",invscaling,500000.0,lbfgs
0.20075702667236328,0.0,0.0118017196655273,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 30)",adaptive,500000.0,lbfgs
30.433.568.954.467.700,0.0,0.0092411041259765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 30)",adaptive,500000.0,adam
3.874.748.706.817.620,0.0,0.0091571807861328,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 45)",adaptive,500000.0,adam
39.826.278.686.523.400,0.0,0.0092480182647705,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 60)",invscaling,500000.0,adam
0.28694772720336914,0.0,0.0106091499328613,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 15)",invscaling,500000.0,lbfgs
40.455.710.887.908.900,0.0,0.0096209049224853,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 45)",constant,500000.0,adam
0.3458130359649658,0.0,0.0102620124816894,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 75)",constant,500000.0,lbfgs
0.3231208324432373,0.0,0.0093281269073486,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 75)",invscaling,500000.0,lbfgs
4.418.591.022.491.450,0.0,0.010002851486206,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 75)",adaptive,500000.0,adam
0.4326050281524658,0.0,0.0092568397521972,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 90)",constant,500000.0,lbfgs
4.839.890.003.204.340,0.0,0.0083110332489013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 90)",constant,500000.0,adam
0.3930490016937256,0.0,0.0165832042694091,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 90)",invscaling,500000.0,lbfgs
0.4120211601257324,0.0,0.01021409034729,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 90)",adaptive,500000.0,lbfgs
25.779.898.166.656.400,0.0,0.0080418586730957,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",constant,500000.0,adam
2.931.396.007.537.840,0.0,0.0080530643463134,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",constant,500000.0,adam
23.756.320.476.531.900,0.0,0.0086987018585205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",constant,500000.0,adam
33.727.309.703.826.900,0.0,0.0096521377563476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",constant,500000.0,adam
0.3736238479614258,0.0,0.0084559917449951,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",invscaling,500000.0,lbfgs
2.126.017.689.704.890,0.0,0.0088152885437011,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",adaptive,500000.0,sgd
0.34145092964172363,0.0,0.0084547996520996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",constant,500000.0,lbfgs
38.597.500.324.249.200,0.0,0.0091278553009033,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",adaptive,500000.0,adam
3.676.860.809.326.170,0.0,0.0090270042419433,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",adaptive,500000.0,adam
47.042.810.916.900.600,0.0,0.0084009170532226,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",adaptive,500000.0,adam
0.3929100036621094,0.0,0.008958101272583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",constant,500000.0,lbfgs
0.3900148868560791,0.0,0.0083751678466796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",invscaling,500000.0,lbfgs
434.223.198.890.686,0.0,0.0092959403991699,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",adaptive,500000.0,adam
2.101.052.474.975.580,0.0,0.0082030296325683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",adaptive,500000.0,sgd
0.5900061130523682,0.0,0.0095818042755126,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",adaptive,500000.0,lbfgs
5.723.217.010.498.040,0.0,0.0094251632690429,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",adaptive,500000.0,adam
28.651.959.896.087.600,0.0,0.0090599060058593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",constant,500000.0,adam
3.146.555.185.317.990,0.0,0.0083990097045898,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",invscaling,500000.0,adam
0.21460199356079102,0.0,0.0089740753173828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",adaptive,500000.0,lbfgs
3.876.006.841.659.540,0.0,0.0089662075042724,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",constant,500000.0,adam
34.888.298.511.505.100,0.0,0.0095291137695312,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",constant,500000.0,adam
4.187.836.170.196.530,0.0,0.0167980194091796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",invscaling,500000.0,adam
30.910.627.841.949.400,0.0,0.010477066040039,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",constant,500000.0,adam
0.3839409351348877,0.0,0.0088779926300048,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",adaptive,500000.0,lbfgs
4.257.605.075.836.180,0.0,0.0094127655029296,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",adaptive,500000.0,adam
0.6526196002960205,0.0,0.0096631050109863,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",invscaling,500000.0,lbfgs
0.4855029582977295,0.0,0.0092139244079589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",adaptive,500000.0,lbfgs
0.4654850959777832,0.0,0.0092439651489257,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",adaptive,500000.0,lbfgs
3.624.472.141.265.860,0.0,0.0097248554229736,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",adaptive,500000.0,adam
0.8821611404418945,0.0,0.0098929405212402,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",invscaling,500000.0,lbfgs
0.2715950012207031,0.0,0.0132460594177246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",invscaling,500000.0,lbfgs
25.817.859.172.821.000,0.0,0.0083110332489013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",adaptive,500000.0,adam
28.845.272.064.208.900,0.0,0.015366792678833,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",constant,500000.0,adam
0.2890770435333252,0.0,0.0086028575897216,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",constant,500000.0,lbfgs
0.29482007026672363,0.0,0.0086667537689208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",invscaling,500000.0,lbfgs
350.221.586.227.417,0.0,0.0128898620605468,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",invscaling,500000.0,adam
3.241.145.133.972.160,0.0,0.013772964477539,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",adaptive,500000.0,adam
372.367.000.579.834,0.0,0.0125799179077148,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",constant,500000.0,adam
3.328.636.884.689.330,0.0,0.0123810768127441,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",invscaling,500000.0,adam
34.097.511.768.341.000,0.0,0.0124869346618652,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",constant,500000.0,adam
340.742.564.201.355,0.0,0.0128340721130371,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",invscaling,500000.0,adam
4.180.917.978.286.740,0.0,0.0130572319030761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",invscaling,500000.0,adam
0.36245226860046387,0.0,0.0115389823913574,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",constant,500000.0,lbfgs
39.915.928.840.637.200,0.0,0.0256121158599853,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",constant,500000.0,adam
0.4266021251678467,0.0,0.0138559341430664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",invscaling,500000.0,lbfgs
0.37004518508911133,0.0,0.0123918056488037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",adaptive,500000.0,lbfgs
38.826.301.097.869.800,0.0,0.0128130912780761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",invscaling,500000.0,adam
0.5500009059906006,0.0,0.0142381191253662,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",adaptive,500000.0,lbfgs
38.378.188.610.076.900,0.0,0.0088109970092773,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",adaptive,500000.0,adam
37.344.822.883.605.900,0.0,0.0089709758758544,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",adaptive,500000.0,adam
35.603.280.067.443.800,0.0,0.0091979503631591,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",constant,500000.0,adam
4.147.367.238.998.410,0.0,0.0092847347259521,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",adaptive,500000.0,adam
526.092.791.557.312,0.0,0.0095171928405761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",constant,500000.0,adam
49.634.411.334.991.400,0.0,0.0092859268188476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",invscaling,500000.0,adam
2.340.101.718.902.580,0.0,0.0089821815490722,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",adaptive,500000.0,adam
25.286.200.046.539.300,0.0,0.0088939666748046,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",constant,500000.0,adam
0.36461687088012695,0.0,0.009045124053955,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",invscaling,500000.0,lbfgs
2.785.353.183.746.330,0.0,0.0116517543792724,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",adaptive,500000.0,adam
0.3073279857635498,0.0,0.0111873149871826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",adaptive,500000.0,lbfgs
31.386.401.653.289.700,0.0,0.0092689990997314,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",adaptive,500000.0,adam
0.42781710624694824,0.0,0.0092658996582031,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",constant,500000.0,lbfgs
3.122.976.064.682.000,0.0,0.0099942684173583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",invscaling,500000.0,adam
31.262.998.580.932.600,0.0,0.0096068382263183,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",constant,500000.0,adam
3.530.766.010.284.420,0.0,0.0069231986999511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",adaptive,500000.0,adam
32.081.568.241.119.300,0.0,0.0098459720611572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",adaptive,500000.0,adam
3.150.485.038.757.320,0.0,0.009437084197998,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",constant,500000.0,adam
3.552.304.983.139.030,0.0,0.0101349353790283,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",constant,500000.0,adam
3.191.502.094.268.790,0.0,0.0133781433105468,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",invscaling,500000.0,adam
0.4629969596862793,0.0,0.0077271461486816,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",invscaling,500000.0,lbfgs
37.556.588.649.749.700,0.0,0.0098512172698974,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",adaptive,500000.0,adam
0.585076093673706,0.0,0.0141348838806152,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",constant,500000.0,lbfgs
0.49245405197143555,0.0,0.014204978942871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",adaptive,500000.0,lbfgs
4.460.669.040.679.930,0.0,0.0101439952850341,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",constant,500000.0,adam
3.403.190.851.211.540,0.0,0.0136590003967285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",adaptive,500000.0,adam
4.133.784.055.709.830,0.0,0.0102691650390625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",invscaling,500000.0,adam
3.799.753.189.086.910,0.0,0.0087239742279052,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",adaptive,500000.0,adam
0.644568920135498,0.0,0.0113890171051025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",invscaling,500000.0,lbfgs
0.6987910270690918,0.0,0.0099709033966064,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",invscaling,500000.0,lbfgs
47.864.320.278.167.700,0.0,0.0098028182983398,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",invscaling,500000.0,adam
0.8488500118255615,0.0,0.0088241100311279,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",adaptive,500000.0,lbfgs
2.493.736.982.345.580,0.0,0.0180060863494873,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",constant,500000.0,adam
2.567.857.265.472.410,0.0,0.0098888874053955,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",invscaling,500000.0,adam
2.483.285.903.930.660,0.0,0.0095019340515136,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",adaptive,500000.0,adam
22.180.371.284.484.800,0.0,0.0092201232910156,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",constant,500000.0,adam
0.32018518447875977,0.0,0.009037971496582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",adaptive,500000.0,lbfgs
0.2939000129699707,0.0,0.0095951557159423,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",invscaling,500000.0,lbfgs
2.902.729.034.423.820,0.0,0.0095360279083251,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",invscaling,500000.0,adam
0.38117384910583496,0.0,0.00897216796875,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",constant,500000.0,lbfgs
35.948.221.683.502.100,0.0,0.0184531211853027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",adaptive,500000.0,adam
3.486.766.815.185.540,0.0,0.0093531608581542,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",adaptive,500000.0,adam
3.094.295.024.871.820,0.0,0.0098979473114013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",adaptive,500000.0,adam
33.524.110.317.230.200,0.0,0.0128509998321533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",adaptive,500000.0,adam
4.463.781.833.648.680,0.0,0.0104520320892333,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",invscaling,500000.0,adam
41.879.589.557.647.700,0.0,0.0118060111999511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",invscaling,500000.0,adam
4.655.634.880.065.910,0.0,0.0103678703308105,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",constant,500000.0,adam
0.8082940578460693,0.0,0.0109298229217529,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",invscaling,500000.0,lbfgs
0.1902179718017578,0.0,0.008631944656372,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,10,invscaling,500000.0,lbfgs
0.25810909271240234,0.0,0.0076711177825927,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,10,adaptive,500000.0,lbfgs
0.08861899375915527,0.0,0.0077559947967529,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,20,constant,500000.0,lbfgs
0.08466696739196777,0.0,0.0064198970794677,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,30,adaptive,500000.0,lbfgs
0.11355090141296387,0.0,0.0084989070892333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,35,adaptive,500000.0,lbfgs
0.0950930118560791,0.0,0.007228136062622,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,45,invscaling,500000.0,lbfgs
0.11393117904663086,0.0,0.0093970298767089,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,50,invscaling,500000.0,lbfgs
0.11900997161865234,0.0,0.0076282024383544,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,70,constant,500000.0,lbfgs
30.205.111.503.601.000,0.0,0.0082697868347167,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,85,adaptive,500000.0,adam
0.1494748592376709,0.0,0.0080749988555908,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,90,adaptive,500000.0,lbfgs
0.13561487197875977,0.0,0.0078201293945312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(15, 15)",adaptive,500000.0,lbfgs
19.601.459.503.173.800,0.0,0.0074810981750488,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(15, 45)",constant,500000.0,adam
0.09718704223632812,0.0,0.0074810981750488,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(15, 45)",invscaling,500000.0,lbfgs
0.12834882736206055,0.0,0.0071170330047607,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(15, 45)",adaptive,500000.0,lbfgs
0.18622303009033203,0.0,0.0081520080566406,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(15, 75)",adaptive,500000.0,lbfgs
2.103.034.019.470.210,0.0,0.0076580047607421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(30, 15)",adaptive,500000.0,adam
20.542.750.358.581.500,0.0,0.0074880123138427,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(30, 30)",adaptive,500000.0,adam
0.19486689567565918,0.0,0.0080392360687255,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(30, 90)",constant,500000.0,lbfgs
0.2575240135192871,0.0,0.010387897491455,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(30, 90)",adaptive,500000.0,lbfgs
0.16025900840759277,0.0,0.0082919597625732,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 15)",constant,500000.0,lbfgs
0.18631720542907715,0.0,0.0105650424957275,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 45)",adaptive,500000.0,lbfgs
1.973.310.947.418.210,0.0,0.0146770477294921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60)",invscaling,500000.0,adam
18.533.878.326.416.000,0.0,0.0085523128509521,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60)",adaptive,500000.0,adam
0.22548389434814453,0.0,0.0083038806915283,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(75, 15)",invscaling,500000.0,lbfgs
1.908.372.163.772.580,0.0,0.0086410045623779,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(75, 30)",invscaling,500000.0,adam
0.3518211841583252,0.0,0.0089340209960937,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(75, 75)",invscaling,500000.0,lbfgs
20.843.749.046.325.600,0.0,0.012347936630249,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(90, 15)",adaptive,500000.0,adam
0.3753678798675537,0.0,0.0084631443023681,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(90, 60)",constant,500000.0,lbfgs
26.905.269.622.802.700,0.0,0.0092251300811767,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(90, 60)",constant,500000.0,adam
10.356.564.998.626.700,0.0,0.0082387924194335,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 20, 20)",constant,500000.0,sgd
18.784.770.965.576.100,0.0,0.0081510543823242,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 20, 20)",adaptive,500000.0,adam
0.31747913360595703,0.0,0.0079712867736816,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 20, 80)",adaptive,500000.0,lbfgs
0.2584798336029053,0.0,0.0076892375946044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 20, 100)",constant,500000.0,lbfgs
0.2576730251312256,0.0,0.0092580318450927,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 40, 20)",invscaling,500000.0,lbfgs
0.3152122497558594,0.0,0.0078680515289306,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 40, 40)",invscaling,500000.0,lbfgs
16.392.467.021.942.100,0.0,0.0083940029144287,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 40, 40)",invscaling,500000.0,adam
16.509.151.458.740.200,0.0,0.008336067199707,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 40, 60)",adaptive,500000.0,adam
0.31351613998413086,0.0,0.0092406272888183,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 40, 80)",constant,500000.0,lbfgs
1.799.846.887.588.500,0.0,0.0099880695343017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 60, 40)",constant,500000.0,adam
1.735.414.981.842.040,0.0,0.0085630416870117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 60, 60)",constant,500000.0,adam
0.4140431880950928,0.0,0.0102858543395996,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 60, 60)",invscaling,500000.0,lbfgs
2.252.662.181.854.240,0.0,0.0097510814666748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 80, 20)",constant,500000.0,adam
0.5177121162414551,0.0,0.008934736251831,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 80, 80)",invscaling,500000.0,lbfgs
0.4878997802734375,0.0,0.0090160369873046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 80, 100)",adaptive,500000.0,lbfgs
0.4671449661254883,0.0,0.0089819431304931,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 100, 40)",adaptive,500000.0,lbfgs
0.5577850341796875,0.0,0.0092279911041259,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 100, 80)",adaptive,500000.0,lbfgs
1.249.333.381.652.830,0.0,0.0084800720214843,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 20, 40)",invscaling,500000.0,adam
11.864.919.662.475.500,0.0,0.0087389945983886,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 20, 60)",constant,500000.0,adam
0.3802919387817383,0.0,0.0098540782928466,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 20, 80)",adaptive,500000.0,lbfgs
0.34148097038269043,0.0,0.0128438472747802,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 20)",constant,500000.0,lbfgs
1.442.277.193.069.450,0.0,0.0082817077636718,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 20)",constant,500000.0,adam
15.703.630.447.387.600,0.0,0.0087099075317382,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 20)",adaptive,500000.0,adam
0.2732388973236084,0.0,0.0086960792541503,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 40)",constant,500000.0,lbfgs
0.28127098083496094,0.0,0.0085999965667724,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 60)",invscaling,500000.0,lbfgs
13.292.269.706.726.000,0.0,0.0088460445404052,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 80)",invscaling,500000.0,adam
0.29151201248168945,0.0,0.0085599422454833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 80)",adaptive,500000.0,lbfgs
0.39241600036621094,0.0,0.0089352130889892,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 40)",constant,500000.0,lbfgs
0.34186220169067383,0.0,0.0084779262542724,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 40)",adaptive,500000.0,lbfgs
0.4103841781616211,0.0,0.0103039741516113,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 80)",constant,500000.0,lbfgs
17.145.929.336.547.800,0.0,0.0096271038055419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 80)",invscaling,500000.0,adam
0.6185908317565918,0.0,0.0095529556274414,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 100)",invscaling,500000.0,lbfgs
16.921.360.492.706.200,0.0,0.0114741325378417,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 100)",invscaling,500000.0,adam
1.608.371.901.512.140,0.0,0.0091679096221923,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 80, 20)",constant,500000.0,sgd
14.120.519.161.224.300,0.0,0.0086119174957275,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 80, 40)",constant,500000.0,adam
135.270.094.871.521,0.0,0.0105929374694824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 80, 40)",invscaling,500000.0,adam
0.45888209342956543,0.0,0.0097489356994628,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 20)",constant,500000.0,lbfgs
2.127.639.055.252.070,0.0,0.0181939601898193,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 20)",invscaling,500000.0,adam
0.9884979724884033,0.0,0.008786916732788,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 20)",adaptive,500000.0,lbfgs
0.6853370666503906,0.0,0.0099828243255615,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 80)",adaptive,500000.0,lbfgs
0.7974698543548584,0.0,0.0093371868133544,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 100)",constant,500000.0,lbfgs
0.811539888381958,0.0,0.0101540088653564,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 100)",adaptive,500000.0,lbfgs
0.4176650047302246,0.0,0.0096707344055175,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 20, 20)",constant,500000.0,lbfgs
0.2735259532928467,0.0,0.0118288993835449,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 20, 80)",constant,500000.0,lbfgs
0.3168020248413086,0.0,0.0089280605316162,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 40, 20)",constant,500000.0,lbfgs
12.852.420.806.884.700,0.0,0.0088419914245605,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 40, 40)",invscaling,500000.0,adam
0.505316972732544,0.0,0.0148210525512695,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 40, 80)",constant,500000.0,lbfgs
0.32415103912353516,0.0,0.0097436904907226,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60, 20)",invscaling,500000.0,lbfgs
1.431.304.931.640.620,0.0,0.0092179775238037,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60, 20)",invscaling,500000.0,adam
0.4305288791656494,0.0,0.0097911357879638,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60, 40)",adaptive,500000.0,lbfgs
16.185.147.762.298.500,0.0,0.0137982368469238,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60, 80)",adaptive,500000.0,adam
13.195.178.508.758.500,0.0,0.0097110271453857,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 20, 20)",constant,500000.0,adam
19.427.790.641.784.600,0.0,0.0102288722991943,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 20)",invscaling,500000.0,adam
14.316.395.998.001.000,0.0,0.0109791755676269,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 40)",constant,500000.0,sgd
0.4652879238128662,0.0,0.0088679790496826,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 40)",invscaling,500000.0,lbfgs
13.891.808.986.663.800,0.0,0.0115211009979248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 60)",invscaling,500000.0,adam
14.972.379.207.611.000,0.0,0.0091400146484375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 100)",invscaling,500000.0,adam
13.770.489.692.687.900,0.0,0.010897159576416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 100)",adaptive,500000.0,adam
16.439.650.058.746.300,0.0,0.0094478130340576,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 60, 20)",constant,500000.0,adam
0.3760247230529785,0.0,0.0109980106353759,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 60, 40)",constant,500000.0,lbfgs
0.674644947052002,0.0,0.0092592239379882,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 60, 100)",adaptive,500000.0,lbfgs
0.45467591285705566,0.0,0.0095753669738769,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 80, 20)",invscaling,500000.0,lbfgs
0.5625741481781006,0.0,0.0199298858642578,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 80, 60)",invscaling,500000.0,lbfgs
19.206.719.398.498.500,0.0,0.0096549987792968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 20)",invscaling,500000.0,adam
15.384.750.366.210.900,0.0,0.0108458995819091,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 20)",adaptive,500000.0,adam
0.5934879779815674,0.0,0.0092880725860595,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 40)",invscaling,500000.0,lbfgs
0.6665270328521729,0.0,0.0102119445800781,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 60)",adaptive,500000.0,lbfgs
18.107.330.799.102.700,0.0,0.0098829269409179,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 80)",invscaling,500000.0,adam
0.969703197479248,0.0,0.0100078582763671,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 100)",constant,500000.0,lbfgs
0.87764573097229,0.0,0.0104141235351562,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 100)",invscaling,500000.0,lbfgs
0.5874741077423096,0.0,0.0140109062194824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 20)",constant,500000.0,lbfgs
0.3111612796783447,0.0,0.0088739395141601,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 20)",adaptive,500000.0,lbfgs
16.420.249.938.964.800,0.0,0.009894847869873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 20)",adaptive,500000.0,adam
0.36679792404174805,0.0,0.0093300342559814,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 40)",adaptive,500000.0,lbfgs
15.723.278.522.491.400,0.0,0.0094730854034423,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 40)",adaptive,500000.0,adam
14.598.281.383.514.400,0.0,0.0094869136810302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 100)",constant,500000.0,adam
0.4099428653717041,0.0,0.0091228485107421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 100)",adaptive,500000.0,lbfgs
0.38092589378356934,0.0,0.0096919536590576,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 40, 20)",constant,500000.0,lbfgs
0.45118021965026855,0.0,0.0093700885772705,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 40, 60)",adaptive,500000.0,lbfgs
0.5483407974243164,0.0,0.009214162826538,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 40, 100)",invscaling,500000.0,lbfgs
1.408.646.821.975.700,0.0,0.0160162448883056,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 40, 100)",adaptive,500000.0,adam
0.40122270584106445,0.0,0.0094373226165771,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 20)",adaptive,500000.0,lbfgs
0.5327310562133789,0.0,0.0093438625335693,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 60)",constant,500000.0,lbfgs
0.7268719673156738,0.0,0.0099928379058837,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 60)",adaptive,500000.0,lbfgs
0.5664777755737305,0.0,0.0093910694122314,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 80)",constant,500000.0,lbfgs
15.459.098.815.917.900,0.0,0.0084590911865234,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 80)",invscaling,500000.0,adam
0.5986850261688232,0.0,0.0093660354614257,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 80)",adaptive,500000.0,lbfgs
1.676.011.085.510.250,0.0,0.0098769664764404,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 80, 20)",invscaling,500000.0,adam
0.8236699104309082,0.0,0.012977123260498,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 80, 40)",invscaling,500000.0,lbfgs
16.019.790.172.576.900,0.0,0.00962495803833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 80, 40)",invscaling,500000.0,adam
0.7295281887054443,0.0,0.0115129947662353,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 80, 80)",constant,500000.0,lbfgs
0.8802790641784668,0.0,0.0157611370086669,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 80, 80)",adaptive,500000.0,lbfgs
0.5719521045684814,0.0,0.0100378990173339,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 100, 20)",invscaling,500000.0,lbfgs
18.723.559.379.577.600,0.0,0.0101001262664794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 100, 80)",constant,500000.0,adam
1.112.334.966.659.540,0.0,0.0107150077819824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 100, 80)",invscaling,500000.0,lbfgs
1.013.519.048.690.790,0.0,0.0120630264282226,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 100, 100)",adaptive,500000.0,lbfgs
0.18570494651794434,0.0,0.0171930789947509,0.0,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.82,0.82,0.0,2,0.8735632183908046,0.8735632183908046,0.0,2,0.9534883720930232,0.9534883720930232,0.0,4,0.8817204301075269,0.8817204301075269,0.0,5,RandomForestClassifier,,,gini,,balanced,log2,,,,,
0.13170099258422852,0.0,0.0106329917907714,0.0,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.82,0.82,0.0,2,0.8735632183908046,0.8735632183908046,0.0,2,0.9534883720930232,0.9534883720930232,0.0,4,0.8817204301075269,0.8817204301075269,0.0,5,RandomForestClassifier,,,entropy,,balanced,log2,,,,,
0.5891411304473877,0.0,0.0097749233245849,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(15, 30)",invscaling,500000.0,lbfgs
0.8390488624572754,0.0,0.0094420909881591,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(75, 45)",invscaling,500000.0,lbfgs
1.328.571.081.161.490,0.0,0.0095851421356201,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",adaptive,500000.0,lbfgs
13.026.327.133.178.700,0.0,0.008760929107666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",constant,500000.0,lbfgs
2.068.058.967.590.330,0.0,0.008713960647583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",constant,500000.0,lbfgs
0.5985910892486572,0.0,0.0087249279022216,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",adaptive,500000.0,lbfgs
31.453.821.659.088.100,0.0,0.0091257095336914,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",constant,500000.0,lbfgs
0.9269800186157227,0.0,0.010038137435913,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",adaptive,500000.0,lbfgs
0.9238300323486328,0.0,0.0090188980102539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",adaptive,500000.0,lbfgs
3.047.250.986.099.240,0.0,0.0089766979217529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",invscaling,500000.0,lbfgs
1.832.237.720.489.500,0.0,0.0134429931640625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",adaptive,500000.0,lbfgs
2.003.103.017.807.000,0.0,0.0091080665588378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",invscaling,500000.0,lbfgs
17.829.899.787.902.800,0.0,0.0090589523315429,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",constant,500000.0,lbfgs
5.736.541.748.046.870,0.0,0.0092151165008544,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",adaptive,500000.0,lbfgs
2.059.067.964.553.830,0.0,0.0089037418365478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",invscaling,500000.0,lbfgs
2.358.891.010.284.420,0.0,0.0084161758422851,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",constant,500000.0,lbfgs
17.144.708.633.422.800,0.0,0.0094311237335205,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",constant,500000.0,lbfgs
3.986.243.963.241.570,0.0,0.0090868473052978,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",invscaling,500000.0,lbfgs
0.09065914154052734,0.0,0.0076768398284912,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,60,invscaling,500000.0,lbfgs
0.10038995742797852,0.0,0.0081920623779296,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,75,adaptive,500000.0,lbfgs
0.1862010955810547,0.0,0.0087461471557617,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(90, 30)",adaptive,500000.0,lbfgs
24.779.789.447.784.400,0.0,0.008120059967041,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",adaptive,500000.0,adam
4.210.426.092.147.820,0.0,0.010880708694458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",invscaling,500000.0,adam
2.540.005.922.317.500,0.0,0.0084600448608398,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",constant,500000.0,adam
0.22185111045837402,0.0,0.0094897747039794,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",adaptive,500000.0,lbfgs
0.4576871395111084,0.0,0.0093336105346679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",constant,500000.0,lbfgs
11.078.240.871.429.400,0.0,0.0164520740509033,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",adaptive,500000.0,lbfgs
0.264415979385376,0.0,0.0128169059753417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",invscaling,500000.0,lbfgs
0.4163670539855957,0.0,0.0126500129699707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",constant,500000.0,lbfgs
0.5532491207122803,0.0,0.0074570178985595,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",adaptive,500000.0,lbfgs
0.6893482208251953,0.0,0.0089609622955322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",constant,500000.0,lbfgs
0.3109588623046875,0.0,0.0101282596588134,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",constant,500000.0,lbfgs
0.3426811695098877,0.0,0.0142009258270263,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",constant,500000.0,lbfgs
0.35894107818603516,0.0,0.0109479427337646,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",constant,500000.0,lbfgs
0.43201589584350586,0.0,0.0154769420623779,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",adaptive,500000.0,lbfgs
0.0782921314239502,0.0,0.0071690082550048,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,30,invscaling,500000.0,lbfgs
0.10047197341918945,0.0,0.0076100826263427,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,55,invscaling,500000.0,lbfgs
0.1339249610900879,0.0,0.0103890895843505,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,80,adaptive,500000.0,lbfgs
0.22910118103027344,0.0,0.0083730220794677,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(20, 20, 20)",adaptive,500000.0,lbfgs
17.292.232.513.427.700,0.0,0.0080039501190185,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(20, 20, 80)",invscaling,500000.0,adam
0.4140181541442871,0.0,0.0091419219970703,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(20, 40, 100)",adaptive,500000.0,lbfgs
0.6044139862060547,0.0,0.0099437236785888,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(20, 80, 80)",adaptive,500000.0,lbfgs
0.5924019813537598,0.0,0.009099006652832,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(20, 100, 60)",invscaling,500000.0,lbfgs
0.35776209831237793,0.0,0.0091190338134765,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(40, 80, 20)",constant,500000.0,lbfgs
2.179.213.047.027.580,0.0,0.009347915649414,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(40, 100, 40)",adaptive,500000.0,adam
0.40659308433532715,0.0,0.012253999710083,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(60, 20, 80)",adaptive,500000.0,lbfgs
0.31743502616882324,0.0,0.0127911567687988,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(60, 40, 40)",constant,500000.0,lbfgs
0.7230679988861084,0.0,0.009037971496582,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(60, 60, 60)",adaptive,500000.0,lbfgs
0.7985482215881348,0.0,0.0097429752349853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(60, 100, 100)",constant,500000.0,lbfgs
0.3462691307067871,0.0,0.0103480815887451,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(80, 40, 20)",adaptive,500000.0,lbfgs
0.5107800960540771,0.0,0.0092568397521972,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(80, 80, 20)",adaptive,500000.0,lbfgs
0.815324068069458,0.0,0.0099139213562011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(80, 100, 60)",constant,500000.0,lbfgs
0.4644749164581299,0.0,0.0089709758758544,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(100, 20, 100)",constant,500000.0,lbfgs
0.44988322257995605,0.0,0.0096209049224853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(100, 40, 20)",adaptive,500000.0,lbfgs
0.9551377296447754,0.0,0.0097918510437011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(100, 100, 80)",constant,500000.0,lbfgs
10.287.280.082.702.600,0.0,0.009843111038208,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(100, 100, 100)",invscaling,500000.0,lbfgs
14.468.920.230.865.400,0.0,0.0088348388671875,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8333333333333334,0.8333333333333334,0.0,188,0.8735632183908046,0.8735632183908046,0.0,686,0.9302325581395348,0.9302325581395348,0.0,3215,0.8791208791208791,0.8791208791208791,0.0,1330,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",invscaling,500000.0,lbfgs
34.479.050.636.291.500,0.0,0.0102748870849609,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8333333333333334,0.8333333333333334,0.0,188,0.8735632183908046,0.8735632183908046,0.0,686,0.9302325581395348,0.9302325581395348,0.0,3215,0.8791208791208791,0.8791208791208791,0.0,1330,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",constant,500000.0,lbfgs
36.242.973.804.473.800,0.0,0.0123977661132812,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8333333333333334,0.8333333333333334,0.0,188,0.8735632183908046,0.8735632183908046,0.0,686,0.9302325581395348,0.9302325581395348,0.0,3215,0.8791208791208791,0.8791208791208791,0.0,1330,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",invscaling,500000.0,lbfgs
0.3909449577331543,0.0,0.0105452537536621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8333333333333334,0.8333333333333334,0.0,188,0.8735632183908046,0.8735632183908046,0.0,686,0.9302325581395348,0.9302325581395348,0.0,3215,0.8791208791208791,0.8791208791208791,0.0,1330,MLPClassifier,,,,,,,tanh,"(90, 15)",constant,500000.0,lbfgs
0.3463749885559082,0.0,0.0091040134429931,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8333333333333334,0.8333333333333334,0.0,188,0.8735632183908046,0.8735632183908046,0.0,686,0.9302325581395348,0.9302325581395348,0.0,3215,0.8791208791208791,0.8791208791208791,0.0,1330,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",constant,500000.0,lbfgs
3.418.724.775.314.330,0.0,0.0093030929565429,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8478260869565217,0.8478260869565217,0.0,55,0.8735632183908046,0.8735632183908046,0.0,686,0.9069767441860463,0.9069767441860463,0.0,3336,0.8764044943820224,0.8764044943820224,0.0,1536,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",adaptive,500000.0,lbfgs
0.08885669708251953,0.0,0.0123591423034667,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,40,constant,500000.0,lbfgs
0.11457610130310059,0.0,0.0075137615203857,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,50,adaptive,500000.0,lbfgs
0.15584492683410645,0.0,0.0112800598144531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,60,constant,500000.0,lbfgs
0.14857912063598633,0.0,0.0077488422393798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,60,adaptive,500000.0,lbfgs
0.17977285385131836,0.0,0.0114932060241699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,85,adaptive,500000.0,lbfgs
0.22907233238220215,0.0,0.0078866481781005,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,90,adaptive,500000.0,lbfgs
0.451862096786499,0.0,0.0094971656799316,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(15, 75)",invscaling,500000.0,lbfgs
0.4677469730377197,0.0,0.0080869197845458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(30, 30)",constant,500000.0,lbfgs
0.4245340824127197,0.0,0.0086588859558105,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(30, 45)",invscaling,500000.0,lbfgs
0.43045973777770996,0.0,0.0082321166992187,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(30, 75)",constant,500000.0,lbfgs
1.484.567.904.472.350,0.0,0.0091869831085205,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(30, 90)",adaptive,500000.0,adam
0.5541996955871582,0.0,0.0093331336975097,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 15)",invscaling,500000.0,lbfgs
0.7997817993164062,0.0,0.009972333908081,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 75)",constant,500000.0,lbfgs
0.7673699855804443,0.0,0.0092959403991699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 90)",constant,500000.0,lbfgs
1.287.487.268.447.870,0.0,0.0095686912536621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(75, 60)",invscaling,500000.0,lbfgs
0.6825611591339111,0.0,0.012183666229248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(90, 60)",constant,500000.0,lbfgs
16.848.622.798.919.600,0.0,0.0085611343383789,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",constant,500000.0,adam
10.553.228.855.133.000,0.0,0.0109000205993652,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",constant,500000.0,lbfgs
13.150.279.521.942.100,0.0,0.0083072185516357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",constant,500000.0,lbfgs
19.016.129.970.550.500,0.0,0.0114438533782958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",adaptive,500000.0,lbfgs
4.596.639.156.341.550,0.0,0.0098450183868408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",adaptive,500000.0,lbfgs
18.200.938.701.629.600,0.0,0.0085070133209228,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",adaptive,500000.0,lbfgs
0.06357598304748535,0.0,0.0075247287750244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,15,invscaling,500000.0,lbfgs
3.465.751.886.367.790,0.0,0.0073287487030029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,20,invscaling,500000.0,adam
0.05320286750793457,0.0,0.0085837841033935,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,20,adaptive,500000.0,lbfgs
3.427.727.699.279.780,0.0,0.0071353912353515,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,35,invscaling,500000.0,adam
0.05852007865905762,0.0,0.0075340270996093,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,35,adaptive,500000.0,lbfgs
3.467.468.023.300.170,0.0,0.0076069831848144,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,40,invscaling,500000.0,adam
0.05594801902770996,0.0,0.0073728561401367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,45,constant,500000.0,lbfgs
3.575.977.087.020.870,0.0,0.0078589916229248,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,45,adaptive,500000.0,adam
37.845.213.413.238.500,0.0,0.0076909065246582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,50,invscaling,500000.0,adam
4.030.333.995.819.090,0.0,0.0105419158935546,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,55,invscaling,500000.0,adam
4.358.182.907.104.490,0.0,0.0077979564666748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,65,invscaling,500000.0,adam
4.386.879.920.959.470,0.0,0.0085871219635009,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,70,constant,500000.0,adam
5.118.470.907.211.300,0.0,0.008131980895996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,80,invscaling,500000.0,adam
0.08318400382995605,0.0,0.0101480484008789,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(15, 30)",adaptive,500000.0,lbfgs
3.753.653.049.468.990,0.0,0.0088388919830322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(15, 30)",adaptive,500000.0,adam
35.615.720.748.901.300,0.0,0.0078001022338867,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(15, 45)",constant,500000.0,adam
4.325.010.061.264.030,0.0,0.0083699226379394,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(15, 90)",adaptive,500000.0,adam
0.12249994277954102,0.0,0.0081808567047119,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(30, 15)",adaptive,500000.0,lbfgs
36.542.491.912.841.700,0.0,0.0089616775512695,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(45, 60)",adaptive,500000.0,adam
0.24136114120483398,0.0,0.0083661079406738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(45, 75)",invscaling,500000.0,lbfgs
0.2028810977935791,0.0,0.0098390579223632,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 15)",adaptive,500000.0,lbfgs
36.654.610.633.850.000,0.0,0.0089738368988037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(90, 15)",constant,500000.0,adam
3.753.671.884.536.740,0.0,0.0085608959197998,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",invscaling,500000.0,adam
0.2788510322570801,0.0,0.0081758499145507,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",adaptive,500000.0,lbfgs
32.263.550.758.361.800,0.0,0.0082879066467285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",constant,500000.0,adam
35.455.050.468.444.800,0.0,0.0104141235351562,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",invscaling,500000.0,adam
4.062.299.013.137.810,0.0,0.0085110664367675,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",adaptive,500000.0,adam
0.34711241722106934,0.0,0.0085408687591552,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",invscaling,500000.0,lbfgs
4.046.828.985.214.230,0.0,0.0090980529785156,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",constant,500000.0,adam
4.396.751.880.645.750,0.0,0.0094439983367919,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",invscaling,500000.0,adam
3.589.650.869.369.500,0.0,0.0129692554473876,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",adaptive,500000.0,adam
0.7364261150360107,0.0,0.009876012802124,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",constant,500000.0,lbfgs
0.20427513122558594,0.0,0.0093259811401367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",invscaling,500000.0,lbfgs
2.703.019.618.988.030,0.0,0.0127930641174316,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",constant,500000.0,adam
254.105.281.829.834,0.0,0.0092999935150146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",invscaling,500000.0,adam
26.305.558.681.488.000,0.0,0.0072641372680664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",invscaling,500000.0,adam
0.4353599548339844,0.0,0.0149159431457519,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",adaptive,500000.0,lbfgs
4.317.126.989.364.620,0.0,0.0097479820251464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",constant,500000.0,adam
3.552.536.725.997.920,0.0,0.0114800930023193,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",constant,500000.0,adam
42.717.649.936.676.000,0.0,0.0096898078918457,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",adaptive,500000.0,adam
29.227.421.283.721.900,0.0,0.0155370235443115,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",invscaling,500000.0,adam
33.852.617.740.631.100,0.0,0.0124669075012207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",adaptive,500000.0,adam
0.29293012619018555,0.0,0.0123209953308105,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",constant,500000.0,lbfgs
35.523.409.843.444.800,0.0,0.0125949382781982,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",constant,500000.0,adam
0.4610331058502197,0.0,0.0150468349456787,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",invscaling,500000.0,lbfgs
4.509.310.245.513.910,0.0,0.0126018524169921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",constant,500000.0,adam
0.5415818691253662,0.0,0.0153892040252685,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",constant,500000.0,lbfgs
0.5558598041534424,0.0,0.0149788856506347,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",invscaling,500000.0,lbfgs
0.3759753704071045,0.0,0.0097239017486572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",adaptive,500000.0,lbfgs
0.4901127815246582,0.0,0.0101649761199951,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",invscaling,500000.0,lbfgs
0.6228611469268799,0.0,0.0098390579223632,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",adaptive,500000.0,lbfgs
4.777.568.101.882.930,0.0,0.010077953338623,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",adaptive,500000.0,adam
24.350.171.089.172.300,0.0,0.0098359584808349,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",adaptive,500000.0,adam
3.103.476.047.515.860,0.0,0.0098428726196289,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",constant,500000.0,adam
0.4069502353668213,0.0,0.0105149745941162,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",constant,500000.0,lbfgs
0.5584561824798584,0.0,0.0103578567504882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",adaptive,500000.0,lbfgs
39.181.947.708.129.800,0.0,0.0108659267425537,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",invscaling,500000.0,adam
3.833.261.728.286.740,0.0,0.0097310543060302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",adaptive,500000.0,adam
0.6041438579559326,0.0,0.0120902061462402,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",invscaling,500000.0,lbfgs
0.6192238330841064,0.0,0.0100069046020507,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",invscaling,500000.0,lbfgs
3.205.087.900.161.740,0.0,0.0096058845520019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,25,invscaling,500000.0,adam
2.989.470.958.709.710,0.0,0.009537935256958,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,35,adaptive,500000.0,adam
2.989.532.947.540.280,0.0,0.0083739757537841,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,40,adaptive,500000.0,adam
30.255.019.664.764.400,0.0,0.0074338912963867,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,50,constant,500000.0,adam
32.767.891.883.850.000,0.0,0.0076940059661865,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,60,adaptive,500000.0,adam
286.336.088.180.542,0.0,0.0079953670501708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,75,adaptive,500000.0,adam
303.371.000.289.917,0.0,0.0078330039978027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,80,constant,500000.0,adam
34.446.630.477.905.200,0.0,0.0078308582305908,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,80,adaptive,500000.0,adam
3.158.621.072.769.160,0.0,0.0075519084930419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,95,constant,500000.0,adam
3.138.085.126.876.830,0.0,0.0075159072875976,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,95,invscaling,500000.0,adam
262.489.914.894.104,0.0,0.0070688724517822,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(15, 15)",constant,500000.0,adam
23.890.109.062.194.800,0.0,0.0076701641082763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(15, 30)",constant,500000.0,adam
2.614.189.863.204.950,0.0,0.0079400539398193,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(15, 75)",invscaling,500000.0,adam
20.391.318.798.065.100,0.0,0.007706880569458,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(30, 15)",invscaling,500000.0,adam
2.088.101.863.861.080,0.0,0.0078089237213134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 15)",constant,500000.0,adam
19.327.211.380.004.800,0.0,0.0084900856018066,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 15)",invscaling,500000.0,adam
18.727.810.382.843.000,0.0,0.0087430477142333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 15)",adaptive,500000.0,adam
19.614.038.467.407.200,0.0,0.0084881782531738,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 60)",invscaling,500000.0,adam
2.012.010.097.503.660,0.0,0.0088899135589599,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 75)",constant,500000.0,adam
2.629.236.936.569.210,0.0,0.0082108974456787,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 90)",constant,500000.0,adam
0.31980299949645996,0.0,0.00826096534729,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 90)",invscaling,500000.0,lbfgs
20.232.200.622.558.500,0.0,0.00856614112854,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 30)",adaptive,500000.0,adam
2.114.190.101.623.530,0.0,0.0088808536529541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 45)",invscaling,500000.0,adam
2.327.444.076.538.080,0.0,0.009779930114746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 75)",invscaling,500000.0,adam
0.270770788192749,0.0,0.0096321105957031,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 75)",adaptive,500000.0,lbfgs
23.168.601.989.746.000,0.0,0.0138659477233886,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 75)",adaptive,500000.0,adam
24.871.129.989.624.000,0.0,0.0086269378662109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(75, 90)",constant,500000.0,adam
2.085.820.198.059.080,0.0,0.0096290111541748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(90, 15)",constant,500000.0,adam
2.255.974.054.336.540,0.0,0.0115869045257568,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(90, 30)",constant,500000.0,adam
0.4771709442138672,0.0,0.0092899799346923,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(90, 90)",constant,500000.0,lbfgs
0.23060011863708496,0.0,0.0082049369812011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 40, 40)",adaptive,500000.0,lbfgs
14.759.318.828.582.700,0.0,0.008584976196289,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 40, 60)",constant,500000.0,adam
15.327.590.703.964.200,0.0,0.0091452598571777,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 40, 60)",adaptive,500000.0,sgd
1.674.528.193.473.810,0.0,0.0093359947204589,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 40, 80)",constant,500000.0,sgd
16.503.081.321.716.300,0.0,0.008406639099121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 60, 40)",invscaling,500000.0,adam
15.111.531.019.210.800,0.0,0.0139920711517333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 80, 20)",constant,500000.0,sgd
14.035.467.863.082.800,0.0,0.0113191604614257,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 80, 20)",adaptive,500000.0,sgd
0.4232058525085449,0.0,0.0124757289886474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 80, 60)",adaptive,500000.0,lbfgs
17.295.570.373.535.100,0.0,0.0089321136474609,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 80, 80)",invscaling,500000.0,adam
1.668.954.849.243.160,0.0,0.0091552734375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 80, 100)",adaptive,500000.0,adam
23.534.891.605.377.100,0.0,0.0091300010681152,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 100, 80)",constant,500000.0,adam
15.133.237.838.745.100,0.0,0.0098123550415039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 20, 20)",invscaling,500000.0,adam
13.501.219.749.450.600,0.0,0.0126011371612548,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 20, 60)",adaptive,500000.0,adam
15.440.800.189.971.900,0.0,0.0086410045623779,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 20, 80)",adaptive,500000.0,adam
0.39768075942993164,0.0,0.0087213516235351,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 20, 100)",invscaling,500000.0,lbfgs
0.26991987228393555,0.0,0.0097389221191406,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 20, 100)",adaptive,500000.0,lbfgs
1.583.568.811.416.620,0.0,0.0085940361022949,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 40, 20)",invscaling,500000.0,adam
13.008.010.387.420.600,0.0,0.0086710453033447,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 40, 40)",constant,500000.0,adam
0.2776827812194824,0.0,0.011258840560913,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 40, 60)",constant,500000.0,lbfgs
17.238.690.853.118.800,0.0,0.0088808536529541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 40, 100)",invscaling,500000.0,adam
0.2650916576385498,0.0,0.0084872245788574,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 60, 20)",adaptive,500000.0,lbfgs
14.130.432.605.743.400,0.0,0.0109088420867919,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 60, 60)",invscaling,500000.0,adam
14.617.269.039.154.000,0.0,0.0111422538757324,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 80, 20)",adaptive,500000.0,adam
0.44559812545776367,0.0,0.0101559162139892,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 80, 60)",adaptive,500000.0,lbfgs
15.300.168.991.088.800,0.0,0.0091781616210937,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 80, 80)",constant,500000.0,adam
2.803.939.723.968.500,0.0,0.0130417346954345,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 80, 100)",adaptive,500000.0,sgd
21.854.989.528.656.000,0.0,0.0126199722290039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 80, 100)",adaptive,500000.0,adam
0.9913341999053955,0.0,0.03568696975708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 100, 40)",constant,500000.0,lbfgs
27.037.054.777.145.300,0.0,0.0088782310485839,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 100, 100)",constant,500000.0,sgd
15.698.011.875.152.500,0.0,0.0153100490570068,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 20, 40)",constant,500000.0,sgd
1.712.088.918.685.910,0.0,0.009589672088623,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 20, 60)",constant,500000.0,sgd
1.523.841.381.072.990,0.0,0.0090742111206054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 20, 100)",adaptive,500000.0,sgd
11.795.560.121.536.200,0.0,0.0102527141571044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 20)",constant,500000.0,sgd
14.860.223.054.885.800,0.0,0.0101299285888671,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 20)",adaptive,500000.0,sgd
1.315.835.952.758.780,0.0,0.0094330310821533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 40)",adaptive,500000.0,adam
18.865.153.074.264.500,0.0,0.013942003250122,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 80)",constant,500000.0,sgd
15.709.409.713.745.100,0.0,0.0104479789733886,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 80)",adaptive,500000.0,adam
15.720.510.482.788.000,0.0,0.0089468955993652,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 100)",adaptive,500000.0,adam
16.117.181.777.954.100,0.0,0.0093441009521484,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 40)",constant,500000.0,adam
14.159.798.622.131.300,0.0,0.011599063873291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 40)",invscaling,500000.0,adam
1.372.009.038.925.170,0.0,0.0096528530120849,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 60)",constant,500000.0,adam
16.703.688.144.683.800,0.0,0.0094199180603027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 60)",adaptive,500000.0,sgd
14.759.669.303.894.000,0.0,0.0095970630645751,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 80)",invscaling,500000.0,adam
1.501.424.789.428.710,0.0,0.0092658996582031,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 100)",adaptive,500000.0,adam
15.143.191.814.422.600,0.0,0.0105741024017333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 80, 60)",adaptive,500000.0,adam
15.904.202.461.242.600,0.0,0.0102877616882324,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 80, 80)",constant,500000.0,adam
18.477.777.004.241.900,0.0,0.0094611644744873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 100, 20)",constant,500000.0,sgd
20.021.297.216.415.400,0.0,0.0069868564605712,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 100, 40)",constant,500000.0,sgd
19.409.527.778.625.400,0.0,0.0094661712646484,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 100, 80)",invscaling,500000.0,adam
2.445.324.683.189.390,0.0,0.0103421211242675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 100, 80)",adaptive,500000.0,sgd
18.481.831.550.598.100,0.0,0.0101408958435058,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 100, 100)",invscaling,500000.0,adam
11.500.828.981.399.500,0.0,0.0089108943939208,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 20, 20)",constant,500000.0,sgd
14.567.781.209.945.600,0.0,0.0103569030761718,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 20, 60)",constant,500000.0,sgd
14.817.447.900.772.000,0.0,0.0096790790557861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 20, 60)",adaptive,500000.0,sgd
12.695.658.206.939.600,0.0,0.0090422630310058,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 20, 60)",adaptive,500000.0,adam
16.265.759.468.078.600,0.0,0.0115530490875244,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 20, 100)",invscaling,500000.0,adam
18.010.971.546.173.000,0.0,0.013617992401123,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 40, 40)",invscaling,500000.0,adam
1.518.141.269.683.830,0.0,0.0104618072509765,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 40, 60)",constant,500000.0,adam
14.529.500.007.629.300,0.0,0.0101430416107177,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 40, 80)",constant,500000.0,adam
15.874.319.076.538.000,0.0,0.0127210617065429,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 40, 100)",constant,500000.0,adam
18.447.481.155.395.500,0.0,0.0097467899322509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 40, 100)",adaptive,500000.0,sgd
16.728.206.157.684.300,0.0,0.0098516941070556,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 60, 40)",constant,500000.0,sgd
1.941.454.005.241.390,0.0,0.0103659629821777,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 60, 80)",adaptive,500000.0,sgd
14.945.208.072.662.300,0.0,0.0096457004547119,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 80, 20)",constant,500000.0,sgd
19.787.376.165.390.000,0.0,0.0091838836669921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 80, 40)",adaptive,500000.0,sgd
0.7636761665344238,0.0,0.0096290111541748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 80, 80)",constant,500000.0,lbfgs
20.589.436.054.229.700,0.0,0.01015305519104,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 100, 20)",constant,500000.0,sgd
18.798.611.164.093.000,0.0,0.0098841190338134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 100, 40)",adaptive,500000.0,adam
17.634.050.846.099.800,0.0,0.0103728771209716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 100, 60)",adaptive,500000.0,adam
18.249.890.804.290.700,0.0,0.00962495803833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 100, 100)",adaptive,500000.0,adam
1.332.207.202.911.370,0.0,0.0095067024230957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 20, 80)",adaptive,500000.0,adam
12.146.339.416.503.900,0.0,0.0092811584472656,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 20, 100)",invscaling,500000.0,adam
15.420.401.096.343.900,0.0,0.0092811584472656,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 20, 100)",adaptive,500000.0,adam
13.520.021.438.598.600,0.0,0.0090229511260986,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 40, 40)",adaptive,500000.0,adam
0.5120582580566406,0.0,0.009185791015625,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 40, 60)",constant,500000.0,lbfgs
14.544.193.744.659.400,0.0,0.0089726448059082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 40, 60)",adaptive,500000.0,adam
18.411.138.772.964.400,0.0,0.0090160369873046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 40, 80)",constant,500000.0,sgd
1.713.608.694.076.530,0.0,0.0094239711761474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 60, 60)",adaptive,500000.0,sgd
13.692.708.015.441.800,0.0,0.0094790458679199,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 60, 80)",constant,500000.0,adam
22.413.018.941.879.200,0.0,0.0099909305572509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 60, 80)",adaptive,500000.0,sgd
15.791.943.073.272.700,0.0,0.0106470584869384,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 60, 100)",invscaling,500000.0,adam
23.812.859.773.635.800,0.0,0.009829044342041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 60, 100)",adaptive,500000.0,sgd
12.494.027.614.593.500,0.0,0.0097122192382812,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 80, 20)",constant,500000.0,lbfgs
19.791.325.092.315.600,0.0,0.0099880695343017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 80, 40)",constant,500000.0,sgd
25.262.294.054.031.300,0.0,0.0099129676818847,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 80, 60)",adaptive,500000.0,sgd
2.296.640.396.118.160,0.0,0.0064077377319335,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 100, 40)",constant,500000.0,sgd
18.819.429.874.420.100,0.0,0.0102448463439941,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 100, 40)",adaptive,500000.0,adam
18.096.168.041.229.200,0.0,0.0099210739135742,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 100, 100)",constant,500000.0,adam
17.740.297.317.504.800,0.0,0.0154881477355957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 100, 100)",invscaling,500000.0,adam
0.15807008743286133,0.0,0.0086688995361328,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,10,constant,500000.0,lbfgs
0.11759614944458008,0.0,0.0095260143280029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,35,invscaling,500000.0,lbfgs
0.16231608390808105,0.0,0.008387804031372,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,65,adaptive,500000.0,lbfgs
0.18880414962768555,0.0,0.0077390670776367,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,75,constant,500000.0,lbfgs
0.23211002349853516,0.0,0.0104219913482666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,75,invscaling,500000.0,lbfgs
0.17567110061645508,0.0,0.008821964263916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,80,constant,500000.0,lbfgs
0.2188560962677002,0.0,0.0078241825103759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,80,invscaling,500000.0,lbfgs
0.22971200942993164,0.0,0.0103552341461181,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,80,adaptive,500000.0,lbfgs
0.2550332546234131,0.0,0.0081598758697509,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,95,invscaling,500000.0,lbfgs
0.5654129981994629,0.0,0.0075240135192871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(15, 15)",constant,500000.0,lbfgs
0.6122579574584961,0.0,0.0088911056518554,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(15, 75)",constant,500000.0,lbfgs
0.42456483840942383,0.0,0.0089538097381591,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(30, 15)",constant,500000.0,lbfgs
0.2512528896331787,0.0,0.0080358982086181,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(30, 15)",invscaling,500000.0,lbfgs
0.8031759262084961,0.0,0.009606122970581,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(30, 90)",invscaling,500000.0,lbfgs
0.870384931564331,0.0,0.0128772258758544,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(45, 75)",constant,500000.0,lbfgs
0.49483609199523926,0.0,0.0160470008850097,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(75, 45)",adaptive,500000.0,lbfgs
0.7629950046539307,0.0,0.0100669860839843,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(90, 30)",constant,500000.0,lbfgs
16.857.380.867.004.300,0.0,0.0111222267150878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(90, 60)",adaptive,500000.0,lbfgs
12.116.773.128.509.500,0.0,0.0111458301544189,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(90, 75)",constant,500000.0,lbfgs
0.4984910488128662,0.0,0.0086491107940673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",adaptive,500000.0,lbfgs
0.8214170932769775,0.0,0.0119268894195556,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",constant,500000.0,lbfgs
2.145.132.064.819.330,0.0,0.0086278915405273,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",adaptive,500000.0,lbfgs
13.367.265.224.456.700,0.0,0.0085370540618896,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",invscaling,500000.0,adam
16.676.161.289.215.000,0.0,0.0089681148529052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",adaptive,500000.0,lbfgs
0.8145601749420166,0.0,0.0084447860717773,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",constant,500000.0,lbfgs
2.421.116.828.918.450,0.0,0.0087218284606933,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",invscaling,500000.0,lbfgs
13.744.401.931.762.600,0.0,0.0093467235565185,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",invscaling,500000.0,lbfgs
10.982.819.080.352.700,0.0,0.0078930854797363,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",constant,500000.0,adam
14.753.520.488.739.000,0.0,0.0083410739898681,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",invscaling,500000.0,lbfgs
3.725.800.037.384.030,0.0,0.008070945739746,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",invscaling,500000.0,lbfgs
0.8274919986724854,0.0,0.0080540180206298,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",adaptive,500000.0,lbfgs
1.481.550.693.511.960,0.0,0.0117361545562744,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",invscaling,500000.0,lbfgs
16.829.743.385.314.900,0.0,0.0091986656188964,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",invscaling,500000.0,lbfgs
12.325.279.712.677.000,0.0,0.0088040828704833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",invscaling,500000.0,lbfgs
16.338.448.524.475.000,0.0,0.0086138248443603,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",invscaling,500000.0,lbfgs
12.863.898.277.282.700,0.0,0.00809907913208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",constant,500000.0,lbfgs
11.466.970.443.725.500,0.0,0.0083100795745849,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",constant,500000.0,lbfgs
11.356.220.245.361.300,0.0,0.0108048915863037,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",adaptive,500000.0,lbfgs
1.572.392.225.265.500,0.0,0.0095596313476562,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",adaptive,500000.0,lbfgs
26.215.131.282.806.300,0.0,0.0096070766448974,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",constant,500000.0,lbfgs
11.977.731.943.130.400,0.0,0.0127930641174316,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",adaptive,500000.0,adam
11.552.867.889.404.200,0.0,0.0132100582122802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",invscaling,500000.0,lbfgs
1.424.652.099.609.370,0.0,0.0086860656738281,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",constant,500000.0,lbfgs
21.505.179.405.212.400,0.0,0.0109062194824218,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",invscaling,500000.0,lbfgs
17.336.478.233.337.400,0.0,0.0102033615112304,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",constant,500000.0,lbfgs
0.8717670440673828,0.0,0.0088729858398437,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",constant,500000.0,lbfgs
5.432.600.975.036.620,0.0,0.0099768638610839,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",invscaling,500000.0,lbfgs
17.694.659.233.093.200,0.0,0.0138881206512451,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",constant,500000.0,lbfgs
35.916.638.374.328.600,0.0,0.0080130100250244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,15,adaptive,500000.0,adam
32.887.961.864.471.400,0.0,0.0079607963562011,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,20,adaptive,500000.0,adam
3.025.512.933.731.070,0.0,0.0087008476257324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,25,constant,500000.0,adam
32.622.687.816.619.800,0.0,0.0071001052856445,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,30,constant,500000.0,adam
0.05577898025512695,0.0,0.0076611042022705,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,30,adaptive,500000.0,lbfgs
0.0567622184753418,0.0,0.0087308883666992,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,35,constant,500000.0,lbfgs
0.05916905403137207,0.0,0.0076899528503417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,45,invscaling,500000.0,lbfgs
39.615.509.510.040.200,0.0,0.0078170299530029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,45,invscaling,500000.0,adam
0.059710025787353516,0.0,0.007615327835083,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,45,adaptive,500000.0,lbfgs
0.07504081726074219,0.0,0.0078482627868652,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,55,invscaling,500000.0,lbfgs
4.504.373.073.577.880,0.0,0.0082502365112304,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,60,invscaling,500000.0,adam
4.166.089.057.922.360,0.0,0.0082149505615234,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,65,constant,500000.0,adam
0.08034014701843262,0.0,0.0079898834228515,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,70,adaptive,500000.0,lbfgs
0.10108804702758789,0.0,0.009207010269165,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,75,invscaling,500000.0,lbfgs
0.13240408897399902,0.0,0.0085890293121337,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,90,adaptive,500000.0,lbfgs
6.174.350.023.269.650,0.0,0.0078752040863037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,95,constant,500000.0,adam
6.006.836.414.337.150,0.0,0.0090019702911376,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,100,invscaling,500000.0,adam
0.19460797309875488,0.0,0.0077259540557861,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(15, 75)",invscaling,500000.0,lbfgs
36.366.803.646.087.600,0.0,0.0076606273651123,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(15, 75)",invscaling,500000.0,adam
0.19304704666137695,0.0,0.0079140663146972,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(15, 75)",adaptive,500000.0,lbfgs
0.13800978660583496,0.0,0.0080659389495849,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(15, 90)",constant,500000.0,lbfgs
28.079.497.814.178.400,0.0,0.0077669620513916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 15)",invscaling,500000.0,adam
28.651.511.669.158.900,0.0,0.007800817489624,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 15)",adaptive,500000.0,adam
0.10210394859313965,0.0,0.0077490806579589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 30)",constant,500000.0,lbfgs
3.742.621.898.651.120,0.0,0.0082061290740966,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 45)",constant,500000.0,adam
3.367.283.821.105.950,0.0,0.0088071823120117,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 45)",adaptive,500000.0,adam
4.372.967.004.776.000,0.0,0.0079360008239746,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 75)",adaptive,500000.0,adam
0.243804931640625,0.0,0.0108029842376708,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(45, 15)",adaptive,500000.0,lbfgs
3.261.314.868.927.000,0.0,0.0081760883331298,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(45, 30)",invscaling,500000.0,adam
0.17139697074890137,0.0,0.0082349777221679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(45, 60)",invscaling,500000.0,lbfgs
3.522.603.988.647.460,0.0,0.0095198154449462,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(45, 60)",invscaling,500000.0,adam
2.995.314.359.664.910,0.0,0.0082747936248779,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 15)",constant,500000.0,adam
3.070.786.952.972.410,0.0,0.0086250305175781,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 15)",invscaling,500000.0,adam
3.225.153.923.034.660,0.0,0.0100979804992675,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 30)",constant,500000.0,adam
0.23704004287719727,0.0,0.0085020065307617,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 75)",invscaling,500000.0,lbfgs
0.2612180709838867,0.0,0.0087130069732666,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 75)",adaptive,500000.0,lbfgs
3.520.040.988.922.110,0.0,0.0087971687316894,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 30)",constant,500000.0,adam
34.538.140.296.936.000,0.0,0.0099849700927734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 45)",constant,500000.0,adam
36.857.337.951.660.100,0.0,0.0091099739074707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 45)",invscaling,500000.0,adam
0.2327737808227539,0.0,0.0088329315185546,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 60)",adaptive,500000.0,lbfgs
4.284.265.995.025.630,0.0,0.0094339847564697,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 60)",adaptive,500000.0,adam
0.26783299446105957,0.0,0.0089719295501708,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 75)",invscaling,500000.0,lbfgs
4.304.075.002.670.280,0.0,0.0099689960479736,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 75)",adaptive,500000.0,adam
0.37292003631591797,0.0,0.0101838111877441,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 90)",constant,500000.0,lbfgs
4.678.525.924.682.610,0.0,0.0089311599731445,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 90)",adaptive,500000.0,adam
3.926.516.056.060.790,0.0,0.0079548358917236,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(90, 90)",adaptive,500000.0,adam
25.092.432.498.931.800,0.0,0.0087690353393554,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",invscaling,500000.0,adam
0.1388700008392334,0.0,0.0082828998565673,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",constant,500000.0,lbfgs
31.281.509.399.414.000,0.0,0.0083370208740234,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",invscaling,500000.0,adam
0.2519209384918213,0.0,0.007828950881958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",adaptive,500000.0,lbfgs
2.416.248.083.114.620,0.0,0.0100111961364746,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",invscaling,500000.0,adam
0.18192696571350098,0.0,0.0079951286315917,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",invscaling,500000.0,lbfgs
0.2601480484008789,0.0,0.0081369876861572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",invscaling,500000.0,lbfgs
28.952.949.047.088.600,0.0,0.0089170932769775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",adaptive,500000.0,adam
2.963.705.062.866.210,0.0,0.0098030567169189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",invscaling,500000.0,adam
0.23954486846923828,0.0,0.0085060596466064,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",adaptive,500000.0,lbfgs
36.518.659.591.674.800,0.0,0.0084953308105468,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",constant,500000.0,adam
3.223.552.942.276.000,0.0,0.0093970298767089,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",adaptive,500000.0,adam
0.43616795539855957,0.0,0.0088880062103271,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",invscaling,500000.0,lbfgs
4.293.542.861.938.470,0.0,0.0089170932769775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",constant,500000.0,adam
32.473.089.694.976.800,0.0,0.0096452236175537,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",adaptive,500000.0,adam
320.188.307.762.146,0.0,0.0078909397125244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",constant,500000.0,adam
38.205.912.113.189.600,0.0,0.0094976425170898,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",adaptive,500000.0,adam
0.32153797149658203,0.0,0.0120019912719726,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",constant,500000.0,lbfgs
0.45760369300842285,0.0,0.0144178867340087,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",invscaling,500000.0,lbfgs
3.486.467.123.031.610,0.0,0.0093429088592529,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",adaptive,500000.0,adam
39.997.241.497.039.700,0.0,0.0092658996582031,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",invscaling,500000.0,adam
0.5166971683502197,0.0,0.0103721618652343,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",invscaling,500000.0,lbfgs
0.8438308238983154,0.0,0.0100159645080566,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",invscaling,500000.0,lbfgs
0.20830202102661133,0.0,0.0097532272338867,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",constant,500000.0,lbfgs
0.24167704582214355,0.0,0.0081720352172851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",invscaling,500000.0,lbfgs
0.23812413215637207,0.0,0.0081789493560791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",constant,500000.0,lbfgs
0.22298479080200195,0.0,0.0082643032073974,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",invscaling,500000.0,lbfgs
3.515.122.890.472.410,0.0,0.0082828998565673,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",adaptive,500000.0,adam
23.045.380.115.509.000,0.0,0.0116529464721679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",adaptive,500000.0,adam
0.20442533493041992,0.0,0.0086307525634765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",constant,500000.0,lbfgs
0.3186519145965576,0.0,0.0085079669952392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",invscaling,500000.0,lbfgs
33.051.650.524.139.400,0.0,0.0096766948699951,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",invscaling,500000.0,adam
31.972.951.889.038.000,0.0,0.00868821144104,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",adaptive,500000.0,adam
33.380.560.874.938.900,0.0,0.0092477798461914,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",invscaling,500000.0,adam
0.4810311794281006,0.0,0.0105619430541992,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",adaptive,500000.0,lbfgs
0.21984601020812988,0.0,0.0086770057678222,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",adaptive,500000.0,lbfgs
0.28975796699523926,0.0,0.0090150833129882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",invscaling,500000.0,lbfgs
0.25313401222229004,0.0,0.0086948871612548,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",adaptive,500000.0,lbfgs
4.426.592.826.843.260,0.0,0.0096921920776367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",invscaling,500000.0,adam
0.5285229682922363,0.0,0.0150070190429687,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",constant,500000.0,lbfgs
3.674.149.990.081.780,0.0,0.0085878372192382,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",constant,500000.0,adam
32.810.189.723.968.500,0.0,0.009598970413208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",invscaling,500000.0,adam
0.4702427387237549,0.0,0.0098590850830078,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",adaptive,500000.0,lbfgs
25.996.909.141.540.500,0.0,0.0095257759094238,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",constant,500000.0,adam
27.884.528.636.932.300,0.0,0.0124921798706054,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",adaptive,500000.0,adam
0.43485188484191895,0.0,0.0128211975097656,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",invscaling,500000.0,lbfgs
0.3112492561340332,0.0,0.0142838954925537,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",adaptive,500000.0,lbfgs
37.875.659.465.789.700,0.0,0.0132679939270019,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",constant,500000.0,adam
3.930.389.881.134.030,0.0,0.013315200805664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",adaptive,500000.0,adam
0.4058980941772461,0.0,0.0127148628234863,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",adaptive,500000.0,lbfgs
0.46915102005004883,0.0,0.012347936630249,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",adaptive,500000.0,lbfgs
5.143.236.875.534.050,0.0,0.0126583576202392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",adaptive,500000.0,adam
5.105.120.897.293.090,0.0,0.0155372619628906,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",constant,500000.0,adam
5.039.172.887.802.120,0.0,0.0092620849609375,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",constant,500000.0,adam
0.6028380393981934,0.0,0.0171179771423339,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",invscaling,500000.0,lbfgs
482.113.790.512.085,0.0,0.0082440376281738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",invscaling,500000.0,adam
4.292.891.979.217.520,0.0,0.0085198879241943,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",constant,500000.0,adam
0.5190021991729736,0.0,0.0128707885742187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",adaptive,500000.0,lbfgs
0.594994068145752,0.0,0.0090477466583251,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",invscaling,500000.0,lbfgs
41.119.091.510.772.700,0.0,0.0096666812896728,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",invscaling,500000.0,adam
4.080.679.178.237.910,0.0,0.0139427185058593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",adaptive,500000.0,adam
0.5930020809173584,0.0,0.0097730159759521,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",adaptive,500000.0,lbfgs
42.018.959.522.247.300,0.0,0.010038137435913,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",constant,500000.0,adam
0.5364542007446289,0.0,0.0096368789672851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",invscaling,500000.0,lbfgs
3.639.742.851.257.320,0.0,0.0096173286437988,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",invscaling,500000.0,adam
0.5496158599853516,0.0,0.0097410678863525,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",adaptive,500000.0,lbfgs
4.466.577.768.325.800,0.0,0.011174201965332,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",invscaling,500000.0,adam
0.37029480934143066,0.0,0.0093350410461425,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",invscaling,500000.0,lbfgs
2.659.712.076.187.130,0.0,0.0089898109436035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",invscaling,500000.0,adam
2.974.735.736.846.920,0.0,0.0105020999908447,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",adaptive,500000.0,adam
0.336946964263916,0.0,0.0089170932769775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",adaptive,500000.0,lbfgs
0.41517210006713867,0.0,0.0130882263183593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",adaptive,500000.0,lbfgs
0.4561178684234619,0.0,0.0092182159423828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",constant,500000.0,lbfgs
0.4685788154602051,0.0,0.0115718841552734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",invscaling,500000.0,lbfgs
3.315.086.841.583.250,0.0,0.0091509819030761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",invscaling,500000.0,adam
0.45052409172058105,0.0,0.0094308853149414,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",adaptive,500000.0,lbfgs
0.412261962890625,0.0,0.0095319747924804,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",constant,500000.0,lbfgs
0.3972959518432617,0.0,0.0105810165405273,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",invscaling,500000.0,lbfgs
0.5980300903320312,0.0,0.0092859268188476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",invscaling,500000.0,lbfgs
0.825676679611206,0.0,0.009761095046997,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",adaptive,500000.0,lbfgs
35.866.081.714.630.100,0.0,0.0095260143280029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",invscaling,500000.0,adam
39.235.551.357.269.200,0.0,0.0104236602783203,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",adaptive,500000.0,adam
408.753.514.289.856,0.0,0.0099730491638183,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",constant,500000.0,adam
0.5740158557891846,0.0,0.0103130340576171,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",adaptive,500000.0,lbfgs
38.733.341.693.878.100,0.0,0.014564037322998,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",adaptive,500000.0,adam
418.352.484.703.064,0.0,0.0123040676116943,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",invscaling,500000.0,adam
0.7877848148345947,0.0,0.0101191997528076,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",adaptive,500000.0,lbfgs
49.366.209.506.988.500,0.0,0.0115401744842529,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",constant,500000.0,adam
5.376.224.040.985.100,0.0,0.0098888874053955,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",invscaling,500000.0,adam
28.391.077.518.463.100,0.0,0.0089673995971679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",constant,500000.0,adam
2.486.971.855.163.570,0.0,0.009861946105957,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",invscaling,500000.0,adam
25.567.216.873.168.900,0.0,0.0099372863769531,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",constant,500000.0,adam
0.32201600074768066,0.0,0.0091710090637207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",constant,500000.0,lbfgs
26.737.589.836.120.600,0.0,0.0091872215270996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",invscaling,500000.0,adam
0.41317296028137207,0.0,0.0098109245300292,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",adaptive,500000.0,lbfgs
3.599.135.160.446.160,0.0,0.0098888874053955,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",constant,500000.0,adam
0.48100805282592773,0.0,0.0095129013061523,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",invscaling,500000.0,lbfgs
32.795.908.451.080.300,0.0,0.0092489719390869,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",constant,500000.0,adam
3.908.371.925.354.000,0.0,0.0121338367462158,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",adaptive,500000.0,adam
3.498.884.916.305.540,0.0,0.0099482536315917,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",constant,500000.0,adam
4.038.959.980.010.980,0.0,0.0106890201568603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",invscaling,500000.0,adam
0.6707091331481934,0.0,0.0098049640655517,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",constant,500000.0,lbfgs
0.8244102001190186,0.0,0.0100879669189453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",adaptive,500000.0,lbfgs
4.594.383.716.583.250,0.0,0.0103421211242675,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",constant,500000.0,adam
0.989570140838623,0.0,0.0106849670410156,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",constant,500000.0,lbfgs
0.9803948402404785,0.0,0.0101971626281738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",adaptive,500000.0,lbfgs
0.10701799392700195,0.0,0.0076370239257812,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,20,invscaling,500000.0,lbfgs
31.126.887.798.309.300,0.0,0.0074663162231445,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,40,invscaling,500000.0,adam
0.08824801445007324,0.0,0.0074162483215332,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,50,constant,500000.0,lbfgs
0.10712504386901855,0.0,0.0094759464263916,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,70,adaptive,500000.0,lbfgs
0.13266873359680176,0.0,0.009361982345581,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,80,constant,500000.0,lbfgs
30.579.798.221.588.100,0.0,0.0081169605255126,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,85,constant,500000.0,adam
29.354.867.935.180.600,0.0,0.0072782039642333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,100,constant,500000.0,adam
0.16957378387451172,0.0,0.0082721710205078,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(15, 30)",constant,500000.0,lbfgs
23.060.097.694.396.900,0.0,0.0076069831848144,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(15, 45)",invscaling,500000.0,adam
25.342.042.446.136.400,0.0,0.007840871810913,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(15, 60)",constant,500000.0,adam
0.22431397438049316,0.0,0.008713960647583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(15, 60)",invscaling,500000.0,lbfgs
2.267.531.633.377.070,0.0,0.0080301761627197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(30, 15)",constant,500000.0,adam
21.856.110.095.977.700,0.0,0.0078029632568359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(30, 30)",constant,500000.0,adam
0.16089081764221191,0.0,0.0083382129669189,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(30, 45)",invscaling,500000.0,lbfgs
0.2242128849029541,0.0,0.0079760551452636,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(30, 90)",invscaling,500000.0,lbfgs
0.19327282905578613,0.0,0.0079941749572753,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 30)",constant,500000.0,lbfgs
18.349.659.442.901.600,0.0,0.0080678462982177,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 30)",constant,500000.0,adam
18.998.360.633.850.000,0.0,0.0079131126403808,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 30)",adaptive,500000.0,adam
20.453.128.814.697.200,0.0,0.0083131790161132,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 45)",invscaling,500000.0,adam
182.692.289.352.417,0.0,0.0081081390380859,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 60)",constant,500000.0,adam
2.006.880.044.937.130,0.0,0.0083351135253906,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 60)",adaptive,500000.0,adam
23.294.031.620.025.600,0.0,0.0090160369873046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 75)",invscaling,500000.0,adam
21.751.952.171.325.600,0.0,0.0079739093780517,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 15)",constant,500000.0,adam
0.18859219551086426,0.0,0.0089337825775146,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 15)",invscaling,500000.0,lbfgs
0.21473383903503418,0.0,0.0081291198730468,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 30)",invscaling,500000.0,lbfgs
2.114.711.046.218.870,0.0,0.0082459449768066,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 30)",invscaling,500000.0,adam
0.2002091407775879,0.0,0.0079150199890136,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 45)",constant,500000.0,lbfgs
0.26321983337402344,0.0,0.0118169784545898,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 75)",invscaling,500000.0,lbfgs
0.33946895599365234,0.0,0.0097808837890625,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 90)",invscaling,500000.0,lbfgs
22.703.847.885.131.800,0.0,0.0083279609680175,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 90)",adaptive,500000.0,adam
2.190.950.870.513.910,0.0,0.0083661079406738,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(75, 15)",constant,500000.0,adam
1.915.221.929.550.170,0.0,0.0089931488037109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(75, 45)",constant,500000.0,adam
0.31948113441467285,0.0,0.0088808536529541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(75, 60)",adaptive,500000.0,lbfgs
21.901.309.490.203.800,0.0,0.0108089447021484,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(75, 75)",adaptive,500000.0,adam
0.5111260414123535,0.0,0.0094940662384033,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(75, 90)",constant,500000.0,lbfgs
0.27849531173706055,0.0,0.0140259265899658,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 30)",constant,500000.0,lbfgs
0.282742977142334,0.0,0.0095958709716796,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 30)",adaptive,500000.0,lbfgs
22.037.408.351.898.100,0.0,0.008713960647583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 30)",adaptive,500000.0,adam
2.170.121.908.187.860,0.0,0.0087251663208007,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 45)",constant,500000.0,adam
26.530.916.690.826.400,0.0,0.0101790428161621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 75)",constant,500000.0,adam
0.45304393768310547,0.0,0.0092020034790039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 90)",invscaling,500000.0,lbfgs
17.177.338.600.158.600,0.0,0.0079879760742187,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 20, 40)",constant,500000.0,adam
0.26355695724487305,0.0,0.0078358650207519,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 20, 60)",constant,500000.0,lbfgs
12.634.440.183.639.500,0.0,0.0111267566680908,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 20, 80)",adaptive,500000.0,sgd
155.893.874.168.396,0.0,0.0117712020874023,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 40, 60)",invscaling,500000.0,adam
0.3017997741699219,0.0,0.0096549987792968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 20)",constant,500000.0,lbfgs
19.466.898.441.314.600,0.0,0.0111100673675537,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 20)",invscaling,500000.0,adam
0.3230283260345459,0.0,0.008427619934082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 20)",adaptive,500000.0,lbfgs
0.4695718288421631,0.0,0.0092871189117431,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 80)",adaptive,500000.0,lbfgs
19.218.850.135.803.200,0.0,0.0096938610076904,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 80)",adaptive,500000.0,sgd
20.062.379.837.036.100,0.0,0.0087380409240722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 100)",invscaling,500000.0,adam
16.562.912.464.141.800,0.0,0.0096907615661621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 80, 20)",invscaling,500000.0,adam
0.46941494941711426,0.0,0.0088670253753662,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 80, 60)",constant,500000.0,lbfgs
19.070.689.678.192.100,0.0,0.014362096786499,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 80, 100)",constant,500000.0,adam
20.444.889.068.603.500,0.0,0.0087981224060058,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 100, 20)",invscaling,500000.0,adam
0.3324730396270752,0.0,0.0101878643035888,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 100, 20)",adaptive,500000.0,lbfgs
0.4985661506652832,0.0,0.0091469287872314,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 100, 40)",invscaling,500000.0,lbfgs
15.519.731.044.769.200,0.0,0.0088229179382324,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 20, 20)",constant,500000.0,adam
0.2396259307861328,0.0,0.0085413455963134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 20, 40)",constant,500000.0,lbfgs
0.21863579750061035,0.0,0.0084249973297119,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 20, 40)",adaptive,500000.0,lbfgs
12.353.021.144.866.900,0.0,0.0084149837493896,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 20, 60)",constant,500000.0,sgd
0.2705378532409668,0.0,0.0088162422180175,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 20, 60)",adaptive,500000.0,lbfgs
0.23381996154785156,0.0,0.0087459087371826,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 20)",invscaling,500000.0,lbfgs
0.3271498680114746,0.0,0.0084431171417236,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 20)",adaptive,500000.0,lbfgs
12.877.941.131.591.700,0.0,0.0086491107940673,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 60)",invscaling,500000.0,adam
0.3322131633758545,0.0,0.008516788482666,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 80)",invscaling,500000.0,lbfgs
13.951.900.005.340.500,0.0,0.0124309062957763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 80)",adaptive,500000.0,sgd
0.35993480682373047,0.0,0.0085880756378173,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 100)",constant,500000.0,lbfgs
0.3695402145385742,0.0,0.010354995727539,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 100)",adaptive,500000.0,lbfgs
14.816.300.868.988.000,0.0,0.0116961002349853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 100)",adaptive,500000.0,adam
18.069.980.144.500.700,0.0,0.0087559223175048,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 60, 20)",constant,500000.0,adam
14.645.193.099.975.500,0.0,0.0088927745819091,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 60, 20)",adaptive,500000.0,sgd
16.451.106.071.472.100,0.0,0.0109550952911376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 60, 60)",constant,500000.0,sgd
0.4665348529815674,0.0,0.0090970993041992,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 60, 80)",adaptive,500000.0,lbfgs
0.6587271690368652,0.0,0.0087878704071044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 60, 100)",constant,500000.0,lbfgs
0.5236332416534424,0.0,0.0097217559814453,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 40)",invscaling,500000.0,lbfgs
180.613.112.449.646,0.0,0.0095589160919189,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 60)",invscaling,500000.0,adam
0.506803035736084,0.0,0.0098278522491455,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 80)",constant,500000.0,lbfgs
19.498.169.422.149.600,0.0,0.0099999904632568,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 80)",invscaling,500000.0,adam
0.5898981094360352,0.0,0.0091609954833984,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 80)",adaptive,500000.0,lbfgs
0.5950672626495361,0.0,0.0093507766723632,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 100)",invscaling,500000.0,lbfgs
0.7127890586853027,0.0,0.0117518901824951,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 100)",adaptive,500000.0,lbfgs
0.6546392440795898,0.0,0.0092139244079589,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 100, 40)",invscaling,500000.0,lbfgs
0.5331220626831055,0.0,0.00962495803833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 100, 40)",adaptive,500000.0,lbfgs
0.7987504005432129,0.0,0.0116589069366455,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 100, 60)",adaptive,500000.0,lbfgs
19.375.219.345.092.700,0.0,0.00850510597229,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 100, 60)",adaptive,500000.0,adam
0.7389461994171143,0.0,0.0096776485443115,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 100, 80)",constant,500000.0,lbfgs
1.725.203.037.261.960,0.0,0.009984016418457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 20, 20)",adaptive,500000.0,adam
1.734.827.995.300.290,0.0,0.0102200508117675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 20, 60)",adaptive,500000.0,adam
0.7129991054534912,0.0,0.0089578628540039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 20, 80)",invscaling,500000.0,lbfgs
14.568.538.665.771.400,0.0,0.0110390186309814,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 40)",constant,500000.0,adam
0.40798211097717285,0.0,0.0102839469909667,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 40)",invscaling,500000.0,lbfgs
0.26911163330078125,0.0,0.0088012218475341,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 40)",adaptive,500000.0,lbfgs
0.32624101638793945,0.0,0.0097279548645019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 60)",constant,500000.0,lbfgs
14.346.749.782.562.200,0.0,0.0097510814666748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 60)",invscaling,500000.0,adam
1.656.249.189.376.830,0.0,0.0093870162963867,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 80)",adaptive,500000.0,sgd
19.327.807.188.034.000,0.0,0.009577989578247,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 100)",constant,500000.0,sgd
15.253.219.604.492.100,0.0,0.009092092514038,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 100)",constant,500000.0,adam
15.484.059.810.638.400,0.0,0.009814977645874,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 60, 20)",constant,500000.0,sgd
0.7219967842102051,0.0,0.0095360279083251,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 60, 20)",adaptive,500000.0,lbfgs
0.42818522453308105,0.0,0.0094377994537353,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 60, 40)",constant,500000.0,lbfgs
0.5678431987762451,0.0,0.00990891456604,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 60, 100)",constant,500000.0,lbfgs
0.5420258045196533,0.0,0.0092051029205322,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 60, 100)",invscaling,500000.0,lbfgs
0.37119197845458984,0.0,0.0093109607696533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 20)",constant,500000.0,lbfgs
15.628.080.368.041.900,0.0,0.0102021694183349,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 40)",constant,500000.0,adam
0.5030059814453125,0.0,0.0091457366943359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 40)",invscaling,500000.0,lbfgs
0.5325009822845459,0.0,0.0090701580047607,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 40)",adaptive,500000.0,lbfgs
17.089.378.833.770.700,0.0,0.0114350318908691,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 40)",adaptive,500000.0,adam
0.470919132232666,0.0,0.0090179443359375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 60)",constant,500000.0,lbfgs
0.5468461513519287,0.0,0.0093400478363037,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 80)",constant,500000.0,lbfgs
0.6561579704284668,0.0,0.0095531940460205,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 100)",constant,500000.0,lbfgs
0.6762239933013916,0.0,0.0097620487213134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 100)",invscaling,500000.0,lbfgs
0.6833903789520264,0.0,0.0096046924591064,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 100)",adaptive,500000.0,lbfgs
0.5243740081787109,0.0,0.0094478130340576,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 20)",adaptive,500000.0,lbfgs
16.954.219.341.278.000,0.0,0.0091571807861328,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 40)",constant,500000.0,adam
15.509.240.627.288.800,0.0,0.00980806350708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 40)",invscaling,500000.0,adam
2.241.476.082.801.810,0.0,0.0090091228485107,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 40)",adaptive,500000.0,sgd
0.9440498352050781,0.0,0.0095407962799072,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 80)",invscaling,500000.0,lbfgs
16.435.658.931.732.100,0.0,0.0097262859344482,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 80)",adaptive,500000.0,adam
0.7973809242248535,0.0,0.0099551677703857,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 100)",invscaling,500000.0,lbfgs
0.46313023567199707,0.0,0.009207010269165,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 20, 20)",adaptive,500000.0,lbfgs
0.33190298080444336,0.0,0.0091710090637207,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 20, 40)",constant,500000.0,lbfgs
13.588.809.967.041.000,0.0,0.0093970298767089,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 20, 40)",constant,500000.0,adam
0.3303840160369873,0.0,0.0089111328125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 20, 80)",invscaling,500000.0,lbfgs
0.397536039352417,0.0,0.01145601272583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 20, 100)",constant,500000.0,lbfgs
0.44116687774658203,0.0,0.0091269016265869,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 40, 80)",constant,500000.0,lbfgs
0.38239169120788574,0.0,0.0094211101531982,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 20)",constant,500000.0,lbfgs
0.4847700595855713,0.0,0.0099189281463623,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 20)",invscaling,500000.0,lbfgs
14.906.258.583.068.800,0.0,0.0105400085449218,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 20)",invscaling,500000.0,adam
0.47728586196899414,0.0,0.0104830265045166,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 40)",invscaling,500000.0,lbfgs
0.4264979362487793,0.0,0.009592056274414,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 40)",adaptive,500000.0,lbfgs
0.5866281986236572,0.0,0.0092830657958984,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 80)",constant,500000.0,lbfgs
13.220.171.928.405.700,0.0,0.0098407268524169,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 80)",constant,500000.0,adam
17.472.801.208.496.000,0.0,0.0093927383422851,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 80)",invscaling,500000.0,adam
18.308.579.921.722.400,0.0,0.0094869136810302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 80, 100)",constant,500000.0,adam
0.6820340156555176,0.0,0.0101139545440673,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 100, 20)",constant,500000.0,lbfgs
0.6508409976959229,0.0,0.0098509788513183,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 100, 40)",constant,500000.0,lbfgs
0.7816181182861328,0.0,0.0095229148864746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 100, 80)",adaptive,500000.0,lbfgs
19.324.588.775.634.700,0.0,0.0100960731506347,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 100, 100)",invscaling,500000.0,adam
0.8096561431884766,0.0,0.0102338790893554,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 100, 100)",adaptive,500000.0,lbfgs
15.690.789.222.717.200,0.0,0.0092968940734863,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 20, 20)",invscaling,500000.0,adam
0.31675171852111816,0.0,0.0094671249389648,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 20, 40)",invscaling,500000.0,lbfgs
0.44013404846191406,0.0,0.0096309185028076,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 20, 80)",adaptive,500000.0,lbfgs
14.222.191.095.352.100,0.0,0.0090727806091308,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 20)",constant,500000.0,sgd
0.4003448486328125,0.0,0.0093059539794921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 20)",invscaling,500000.0,lbfgs
1.558.398.962.020.870,0.0,0.0115358829498291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 20)",invscaling,500000.0,adam
0.39661717414855957,0.0,0.0091650485992431,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 40)",constant,500000.0,lbfgs
1.521.927.809.715.270,0.0,0.0123169422149658,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 40)",constant,500000.0,sgd
13.217.241.764.068.600,0.0,0.0093169212341308,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 40)",invscaling,500000.0,adam
12.550.311.088.562.000,0.0,0.0094180107116699,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 80)",constant,500000.0,adam
0.5870070457458496,0.0,0.0092909336090087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 100)",adaptive,500000.0,lbfgs
18.474.185.943.603.500,0.0,0.0132300853729248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 100)",adaptive,500000.0,sgd
0.41191983222961426,0.0,0.0091598033905029,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 60, 20)",invscaling,500000.0,lbfgs
15.865.771.770.477.200,0.0,0.0095219612121582,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 60, 20)",adaptive,500000.0,adam
0.77988600730896,0.0,0.0097467899322509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 80, 40)",constant,500000.0,lbfgs
16.099.200.248.718.200,0.0,0.0142269134521484,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 80, 60)",adaptive,500000.0,adam
0.8673388957977295,0.0,0.0097169876098632,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 80, 100)",constant,500000.0,lbfgs
26.264.276.027.679.400,0.0,0.0102889537811279,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 80, 100)",constant,500000.0,sgd
0.7658717632293701,0.0,0.0105142593383789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 100, 20)",constant,500000.0,lbfgs
0.8918859958648682,0.0,0.0098061561584472,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 100, 40)",constant,500000.0,lbfgs
0.8570220470428467,0.0,0.0099339485168457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 100, 60)",constant,500000.0,lbfgs
10.834.178.924.560.500,0.0,0.010498046875,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 100, 100)",constant,500000.0,lbfgs
0.24046802520751953,0.0,0.0163218975067138,0.0,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.803921568627451,0.803921568627451,0.0,7,0.8620689655172413,0.8620689655172413,0.0,7,0.9534883720930232,0.9534883720930232,0.0,4,0.8723404255319148,0.8723404255319148,0.0,7,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,,
0.22947192192077637,0.0,0.0138571262359619,0.0,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.803921568627451,0.803921568627451,0.0,7,0.8620689655172413,0.8620689655172413,0.0,7,0.9534883720930232,0.9534883720930232,0.0,4,0.8723404255319148,0.8723404255319148,0.0,7,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,,
0.126816987991333,0.0,0.0076479911804199,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,45,invscaling,500000.0,lbfgs
0.9703288078308105,0.0,0.0107800960540771,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(90, 60)",invscaling,500000.0,lbfgs
17.281.479.835.510.200,0.0,0.0106170177459716,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(90, 90)",constant,500000.0,lbfgs
21.319.868.564.605.700,0.0,0.0096921920776367,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",adaptive,500000.0,lbfgs
0.9117040634155273,0.0,0.0082888603210449,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",adaptive,500000.0,lbfgs
14.696.710.109.710.600,0.0,0.0089118480682373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",constant,500000.0,lbfgs
10.602.338.075.637.800,0.0,0.0089528560638427,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",adaptive,500000.0,adam
18.043.458.461.761.400,0.0,0.0098681449890136,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",invscaling,500000.0,lbfgs
0.7927300930023193,0.0,0.0087177753448486,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",invscaling,500000.0,lbfgs
15.621.380.805.969.200,0.0,0.0085530281066894,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",adaptive,500000.0,lbfgs
15.999.088.287.353.500,0.0,0.0093350410461425,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",constant,500000.0,lbfgs
10.329.153.537.750.200,0.0,0.0091898441314697,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",constant,500000.0,lbfgs
16.382.551.193.237.300,0.0,0.0085487365722656,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",adaptive,500000.0,lbfgs
1.480.374.813.079.830,0.0,0.0103061199188232,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",invscaling,500000.0,lbfgs
1.780.184.507.369.990,0.0,0.0096738338470458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",constant,500000.0,adam
24.304.370.880.126.900,0.0,0.008631944656372,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",constant,500000.0,lbfgs
20.260.369.777.679.400,0.0,0.009300947189331,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",invscaling,500000.0,lbfgs
12.249.667.644.500.700,0.0,0.0128619670867919,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",adaptive,500000.0,lbfgs
6.055.168.628.692.620,0.0,0.0114171504974365,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",invscaling,500000.0,lbfgs
0.4027283191680908,0.0,0.010854959487915,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,5,adaptive,500000.0,lbfgs
0.08737587928771973,0.0,0.0096800327301025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,15,adaptive,500000.0,lbfgs
0.04514598846435547,0.0,0.0073089599609375,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,25,invscaling,500000.0,lbfgs
0.08721709251403809,0.0,0.0078721046447753,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,55,adaptive,500000.0,lbfgs
0.13541579246520996,0.0,0.008458137512207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 30)",invscaling,500000.0,lbfgs
0.15642380714416504,0.0,0.0134141445159912,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",constant,500000.0,lbfgs
0.18912100791931152,0.0,0.0127832889556884,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",invscaling,500000.0,lbfgs
0.3180232048034668,0.0,0.0092778205871582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",adaptive,500000.0,lbfgs
0.18339180946350098,0.0,0.008970022201538,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",invscaling,500000.0,lbfgs
23.256.027.698.516.800,0.0,0.0081682205200195,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",invscaling,500000.0,adam
0.3585660457611084,0.0,0.0090749263763427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",invscaling,500000.0,lbfgs
0.3693540096282959,0.0,0.0095419883728027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",constant,500000.0,lbfgs
0.6087329387664795,0.0,0.0093507766723632,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",constant,500000.0,lbfgs
0.2968149185180664,0.0,0.0086050033569335,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",constant,500000.0,lbfgs
0.3047001361846924,0.0,0.0094950199127197,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",adaptive,500000.0,lbfgs
0.34043288230895996,0.0,0.0124058723449707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",invscaling,500000.0,lbfgs
0.6992969512939453,0.0,0.0149860382080078,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",adaptive,500000.0,lbfgs
0.8435328006744385,0.0,0.0091419219970703,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",invscaling,500000.0,lbfgs
0.29153013229370117,0.0,0.0087850093841552,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",invscaling,500000.0,lbfgs
0.34786415100097656,0.0,0.0093820095062255,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",invscaling,500000.0,lbfgs
0.41225290298461914,0.0,0.0126490592956542,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",invscaling,500000.0,lbfgs
0.8741986751556396,0.0,0.013334035873413,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",adaptive,500000.0,lbfgs
0.6696171760559082,0.0,0.0130658149719238,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",constant,500000.0,lbfgs
0.6820549964904785,0.0,0.0096089839935302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",constant,500000.0,lbfgs
0.3168628215789795,0.0,0.0079538822174072,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,10,constant,500000.0,lbfgs
0.11397886276245117,0.0,0.0073988437652587,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,15,invscaling,500000.0,lbfgs
0.11230278015136719,0.0,0.0072529315948486,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,45,adaptive,500000.0,lbfgs
0.11328577995300293,0.0,0.0073752403259277,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,50,adaptive,500000.0,lbfgs
0.12279605865478516,0.0,0.0097270011901855,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,75,invscaling,500000.0,lbfgs
0.1335129737854004,0.0,0.0100531578063964,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,75,adaptive,500000.0,lbfgs
0.10833501815795898,0.0,0.0075807571411132,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,85,constant,500000.0,lbfgs
0.16095638275146484,0.0,0.0079958438873291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,100,invscaling,500000.0,lbfgs
0.152238130569458,0.0,0.0094947814941406,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,100,adaptive,500000.0,lbfgs
0.2110309600830078,0.0,0.008254051208496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(30, 75)",adaptive,500000.0,lbfgs
0.16327500343322754,0.0,0.0078809261322021,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(45, 30)",invscaling,500000.0,lbfgs
0.23570799827575684,0.0,0.0083479881286621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(45, 90)",constant,500000.0,lbfgs
0.26763319969177246,0.0,0.0116481781005859,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(75, 45)",constant,500000.0,lbfgs
0.44374704360961914,0.0,0.0101337432861328,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(90, 75)",constant,500000.0,lbfgs
0.5588669776916504,0.0,0.0095908641815185,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(90, 90)",adaptive,500000.0,lbfgs
0.24028420448303223,0.0,0.0078327655792236,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(20, 40, 20)",adaptive,500000.0,lbfgs
0.31200289726257324,0.0,0.0087113380432128,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(20, 80, 20)",adaptive,500000.0,lbfgs
0.422076940536499,0.0,0.0097858905792236,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(20, 100, 20)",constant,500000.0,lbfgs
0.2658259868621826,0.0,0.008430004119873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 40, 40)",invscaling,500000.0,lbfgs
12.900.450.229.644.700,0.0,0.0083792209625244,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 40, 60)",adaptive,500000.0,adam
0.322620153427124,0.0,0.0095067024230957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 60, 60)",constant,500000.0,lbfgs
0.39482998847961426,0.0,0.0087640285491943,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 80, 20)",invscaling,500000.0,lbfgs
0.5507760047912598,0.0,0.0090339183807373,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 80, 80)",invscaling,500000.0,lbfgs
0.8090808391571045,0.0,0.0084061622619628,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 100, 60)",constant,500000.0,lbfgs
20.453.989.505.767.800,0.0,0.0093219280242919,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 100, 80)",invscaling,500000.0,adam
0.806847095489502,0.0,0.0105650424957275,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 100, 100)",invscaling,500000.0,lbfgs
0.3033320903778076,0.0,0.0136218070983886,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 20, 40)",constant,500000.0,lbfgs
0.3851809501647949,0.0,0.009645938873291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 40, 60)",invscaling,500000.0,lbfgs
0.36003589630126953,0.0,0.0098400115966796,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 40, 80)",invscaling,500000.0,lbfgs
0.48945188522338867,0.0,0.0093579292297363,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 40, 100)",constant,500000.0,lbfgs
0.5609831809997559,0.0,0.0093109607696533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 40, 100)",adaptive,500000.0,lbfgs
0.6624419689178467,0.0,0.0093681812286376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 80, 40)",constant,500000.0,lbfgs
0.6119241714477539,0.0,0.0099127292633056,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 100, 100)",adaptive,500000.0,lbfgs
0.34459686279296875,0.0,0.0094921588897705,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(80, 20, 40)",invscaling,500000.0,lbfgs
12.010.860.443.115.200,0.0,0.0091350078582763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(80, 20, 80)",invscaling,500000.0,adam
0.7210299968719482,0.0,0.0095078945159912,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(80, 60, 100)",invscaling,500000.0,lbfgs
0.583076000213623,0.0,0.0091948509216308,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(80, 80, 20)",constant,500000.0,lbfgs
0.546917200088501,0.0,0.0073418617248535,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(80, 80, 40)",constant,500000.0,lbfgs
0.4203369617462158,0.0,0.009570837020874,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(100, 20, 60)",constant,500000.0,lbfgs
0.33513379096984863,0.0,0.0095691680908203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(100, 20, 80)",constant,500000.0,lbfgs
16.035.020.351.409.900,0.0,0.0096540451049804,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(100, 100, 20)",invscaling,500000.0,adam
0.9729540348052979,0.0,0.0099978446960449,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(100, 100, 40)",adaptive,500000.0,lbfgs
11.122.870.445.251.400,0.0,0.0092828273773193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(15, 75)",adaptive,500000.0,lbfgs
0.5609650611877441,0.0,0.0089499950408935,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(75, 30)",invscaling,500000.0,lbfgs
19.864.280.223.846.400,0.0,0.0100231170654296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",invscaling,500000.0,lbfgs
30.494.039.058.685.300,0.0,0.0114061832427978,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",adaptive,500000.0,lbfgs
14.534.778.594.970.700,0.0,0.0091900825500488,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",constant,500000.0,lbfgs
20.550.169.944.763.100,0.0,0.0113611221313476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",constant,500000.0,lbfgs
0.441831111907959,0.0,0.0098829269409179,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",invscaling,500000.0,lbfgs
0.5773589611053467,0.0,0.0075020790100097,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,relu,5,adaptive,500000.0,lbfgs
0.4307551383972168,0.0,0.011085033416748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,relu,"(20, 40, 80)",adaptive,500000.0,lbfgs
0.0794980525970459,0.0,0.0073010921478271,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,20,adaptive,500000.0,lbfgs
0.4777700901031494,0.0,0.0091090202331542,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(45, 75)",adaptive,500000.0,lbfgs
10.012.540.817.260.700,0.0,0.0089828968048095,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",invscaling,500000.0,lbfgs
20.857.207.775.115.900,0.0,0.0089771747589111,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",constant,500000.0,lbfgs
18.617.000.579.833.900,0.0,0.0088558197021484,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",adaptive,500000.0,lbfgs
0.47405004501342773,0.0,0.0091948509216308,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",invscaling,500000.0,lbfgs
4.345.188.856.124.870,0.0,0.0087041854858398,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",invscaling,500000.0,lbfgs
2.393.418.312.072.750,0.0,0.0087256431579589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",invscaling,500000.0,lbfgs
16.158.447.265.625,0.0,0.00968599319458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",adaptive,500000.0,lbfgs
12.569.961.547.851.500,0.0,0.0092277526855468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",invscaling,500000.0,lbfgs
3.310.415.744.781.490,0.0,0.0099072456359863,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",invscaling,500000.0,lbfgs
0.053614139556884766,0.0,0.0074000358581542,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,40,invscaling,500000.0,lbfgs
5.215.651.035.308.830,0.0,0.0077669620513916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(15, 90)",invscaling,500000.0,adam
0.18590593338012695,0.0,0.0080220699310302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(30, 60)",adaptive,500000.0,lbfgs
222.444.224.357.605,0.0,0.00791597366333,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",constant,500000.0,adam
0.17095017433166504,0.0,0.0076727867126464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",invscaling,500000.0,lbfgs
407.795.524.597.168,0.0,0.0083110332489013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",adaptive,500000.0,adam
4.041.300.058.364.860,0.0,0.0088639259338378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",constant,500000.0,adam
0.42508387565612793,0.0,0.0090579986572265,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",constant,500000.0,lbfgs
6.194.411.039.352.410,0.0,0.0085833072662353,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",constant,500000.0,adam
0.36864209175109863,0.0,0.0091710090637207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",constant,500000.0,lbfgs
0.6703281402587891,0.0,0.023108959197998,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",invscaling,500000.0,lbfgs
2.828.406.810.760.490,0.0,0.0153660774230957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,30,constant,500000.0,adam
32.833.290.100.097.600,0.0,0.0072720050811767,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,30,adaptive,500000.0,adam
0.16973209381103516,0.0,0.0075018405914306,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,40,invscaling,500000.0,lbfgs
2.953.436.851.501.460,0.0,0.0074901580810546,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,45,invscaling,500000.0,adam
3.151.534.080.505.370,0.0,0.0075938701629638,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,50,invscaling,500000.0,adam
32.946.431.636.810.300,0.0,0.00819993019104,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,70,adaptive,500000.0,adam
288.913.893.699.646,0.0,0.007843017578125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,95,adaptive,500000.0,adam
20.955.519.676.208.400,0.0,0.0077178478240966,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(15, 30)",adaptive,500000.0,adam
0.2859981060028076,0.0,0.0071289539337158,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(15, 60)",adaptive,500000.0,lbfgs
24.284.110.069.274.900,0.0,0.0079028606414794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(15, 75)",constant,500000.0,adam
0.18853282928466797,0.0,0.0076973438262939,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(45, 45)",constant,500000.0,lbfgs
2.105.966.091.156.000,0.0,0.008707046508789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(75, 60)",constant,500000.0,adam
0.330214262008667,0.0,0.0095067024230957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(90, 15)",constant,500000.0,lbfgs
1.809.865.951.538.080,0.0,0.0094950199127197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 20, 20)",constant,500000.0,adam
0.3137228488922119,0.0,0.0079612731933593,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 20, 60)",invscaling,500000.0,lbfgs
18.788.630.962.371.800,0.0,0.0078959465026855,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 20, 100)",invscaling,500000.0,adam
17.721.879.482.269.200,0.0,0.0083303451538085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 40, 20)",invscaling,500000.0,adam
19.576.210.975.646.900,0.0,0.0086369514465332,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 40, 100)",adaptive,500000.0,adam
2.098.976.993.560.790,0.0,0.0093162059783935,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 60, 100)",adaptive,500000.0,sgd
17.019.989.490.509.000,0.0,0.0088870525360107,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 80, 60)",adaptive,500000.0,adam
1.988.092.303.276.060,0.0,0.0087099075317382,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 100, 60)",constant,500000.0,sgd
1.980.121.684.074.400,0.0,0.0088260173797607,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 100, 60)",adaptive,500000.0,sgd
0.18903279304504395,0.0,0.0091338157653808,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 20, 20)",constant,500000.0,lbfgs
0.23839592933654785,0.0,0.0086410045623779,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 20, 60)",invscaling,500000.0,lbfgs
14.387.111.902.236.900,0.0,0.0085399150848388,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 20, 100)",adaptive,500000.0,sgd
12.549.584.150.314.300,0.0,0.0084869861602783,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 40, 20)",adaptive,500000.0,sgd
12.218.377.828.598.000,0.0,0.0092520713806152,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 40, 40)",constant,500000.0,sgd
0.34639883041381836,0.0,0.0088069438934326,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 60, 20)",invscaling,500000.0,lbfgs
14.840.684.175.491.300,0.0,0.0121049880981445,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 60, 40)",constant,500000.0,sgd
1.488.358.974.456.780,0.0,0.0089991092681884,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 60, 60)",constant,500000.0,adam
1.594.973.087.310.790,0.0,0.0099489688873291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 60, 80)",constant,500000.0,adam
18.460.728.883.743.200,0.0,0.0106141567230224,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 80, 40)",adaptive,500000.0,sgd
27.269.451.141.357.400,0.0,0.0094749927520751,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 80, 80)",adaptive,500000.0,sgd
17.273.919.582.366.900,0.0,0.0142369270324707,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 80, 100)",constant,500000.0,adam
20.090.203.285.217.200,0.0,0.0088927745819091,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 100, 20)",adaptive,500000.0,sgd
14.104.043.960.571.200,0.0,0.0095179080963134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 20, 20)",constant,500000.0,sgd
1.630.159.854.888.910,0.0,0.00887131690979,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 20, 80)",invscaling,500000.0,adam
14.885.048.866.271.900,0.0,0.0165789127349853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 20, 100)",adaptive,500000.0,adam
15.004.401.922.225.900,0.0,0.0089221000671386,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 40, 60)",adaptive,500000.0,sgd
200.967.698.097.229,0.0,0.0094730854034423,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 40, 100)",adaptive,500000.0,sgd
19.321.218.013.763.400,0.0,0.0098559856414794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 80, 60)",adaptive,500000.0,sgd
2.143.858.003.616.330,0.0,0.0064420700073242,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 80, 80)",constant,500000.0,sgd
1.717.421.054.840.080,0.0,0.0091748237609863,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 80, 80)",invscaling,500000.0,adam
1.907.916.808.128.350,0.0,0.0096681118011474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 100, 20)",adaptive,500000.0,sgd
21.185.287.952.423.000,0.0,0.0103051662445068,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 100, 60)",constant,500000.0,sgd
22.416.398.525.238.000,0.0,0.0093822479248046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 100, 80)",constant,500000.0,adam
0.23679709434509277,0.0,0.0092909336090087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 20, 20)",invscaling,500000.0,lbfgs
1.179.660.177.230.830,0.0,0.009268045425415,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 20, 40)",constant,500000.0,sgd
14.737.462.997.436.500,0.0,0.01033616065979,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 20, 100)",constant,500000.0,sgd
0.6940329074859619,0.0,0.0098328590393066,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 40, 20)",constant,500000.0,lbfgs
0.6105401515960693,0.0,0.0095400810241699,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 60, 60)",adaptive,500000.0,lbfgs
21.985.082.149.505.600,0.0,0.0092260837554931,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 60, 100)",constant,500000.0,sgd
2.357.787.275.314.330,0.0,0.0097458362579345,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 60, 100)",adaptive,500000.0,sgd
16.767.488.956.451.400,0.0,0.0102620124816894,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 80, 20)",adaptive,500000.0,sgd
20.416.111.707.687.300,0.0,0.0099689960479736,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 100, 40)",adaptive,500000.0,sgd
24.046.383.142.471.300,0.0,0.0095510482788085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 100, 60)",adaptive,500000.0,sgd
24.904.253.005.981.400,0.0,0.009779930114746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 100, 100)",constant,500000.0,sgd
13.544.084.072.113.000,0.0,0.0094399452209472,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 20, 80)",adaptive,500000.0,sgd
1.580.312.705.039.970,0.0,0.0092608928680419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 20, 100)",adaptive,500000.0,sgd
175.331.609.249.115,0.0,0.0112209320068359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 40, 100)",constant,500000.0,sgd
15.217.280.387.878.400,0.0,0.0091938972473144,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 40, 100)",constant,500000.0,adam
17.520.262.956.619.200,0.0,0.0096521377563476,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 60, 40)",adaptive,500000.0,sgd
17.931.398.153.305.000,0.0,0.0096242427825927,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 60, 60)",constant,500000.0,sgd
19.324.383.974.075.300,0.0,0.0138120651245117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 80, 20)",adaptive,500000.0,sgd
21.132.401.943.206.700,0.0,0.0099260807037353,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 80, 80)",constant,500000.0,sgd
2.127.822.971.343.990,0.0,0.0064711570739746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 100, 20)",adaptive,500000.0,sgd
14.769.221.067.428.500,0.0,0.0034120082855224,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 100, 100)",constant,500000.0,sgd
0.1635589599609375,0.0,0.0078170299530029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,15,constant,500000.0,lbfgs
0.10294389724731445,0.0,0.0075430870056152,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,30,invscaling,500000.0,lbfgs
0.12390685081481934,0.0,0.0073320865631103,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,35,constant,500000.0,lbfgs
0.13145112991333008,0.0,0.0074448585510253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,45,adaptive,500000.0,lbfgs
0.14710307121276855,0.0,0.0079679489135742,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,50,invscaling,500000.0,lbfgs
0.18094086647033691,0.0,0.0080559253692626,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,65,constant,500000.0,lbfgs
0.24232983589172363,0.0,0.0091588497161865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,90,invscaling,500000.0,lbfgs
0.2197420597076416,0.0,0.0090188980102539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,95,constant,500000.0,lbfgs
0.7175288200378418,0.0,0.0140259265899658,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(15, 45)",constant,500000.0,lbfgs
0.41490817070007324,0.0,0.0082349777221679,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(15, 90)",invscaling,500000.0,lbfgs
0.41839003562927246,0.0,0.0081269741058349,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(30, 60)",invscaling,500000.0,lbfgs
0.6417117118835449,0.0,0.0081312656402587,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(45, 45)",adaptive,500000.0,lbfgs
0.569037675857544,0.0,0.0084373950958251,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(45, 90)",adaptive,500000.0,lbfgs
0.6846389770507812,0.0,0.0091550350189208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 60)",constant,500000.0,lbfgs
0.46334218978881836,0.0,0.0120630264282226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 60)",invscaling,500000.0,lbfgs
0.671353816986084,0.0,0.0093028545379638,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(75, 60)",constant,500000.0,lbfgs
0.8173718452453613,0.0,0.009596824645996,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(75, 75)",adaptive,500000.0,lbfgs
0.7546930313110352,0.0,0.0105628967285156,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(90, 30)",adaptive,500000.0,lbfgs
0.8159518241882324,0.0,0.0097148418426513,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(90, 90)",adaptive,500000.0,lbfgs
16.333.730.220.794.600,0.0,0.0088810920715332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",invscaling,500000.0,lbfgs
5.212.722.063.064.570,0.0,0.0089118480682373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",constant,500000.0,lbfgs
22.522.690.296.173.000,0.0,0.0094258785247802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",constant,500000.0,lbfgs
2.330.482.006.072.990,0.0,0.0090179443359375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",invscaling,500000.0,lbfgs
2.047.185.182.571.410,0.0,0.0090429782867431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",invscaling,500000.0,lbfgs
15.699.419.975.280.700,0.0,0.0092599391937255,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",adaptive,500000.0,lbfgs
0.8609728813171387,0.0,0.0101311206817626,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",invscaling,500000.0,lbfgs
11.092.431.545.257.500,0.0,0.0135040283203125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",constant,500000.0,lbfgs
0.9124879837036133,0.0,0.0091981887817382,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",adaptive,500000.0,lbfgs
0.8623132705688477,0.0,0.0170550346374511,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",constant,500000.0,lbfgs
0.8259398937225342,0.0,0.0080320835113525,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",invscaling,500000.0,lbfgs
0.9085438251495361,0.0,0.0129940509796142,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",adaptive,500000.0,lbfgs
17.798.430.919.647.200,0.0,0.0089509487152099,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",invscaling,500000.0,lbfgs
10.296.218.395.233.100,0.0,0.0096640586853027,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",constant,500000.0,lbfgs
16.112.871.170.043.900,0.0,0.0101287364959716,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",adaptive,500000.0,lbfgs
17.066.881.656.646.700,0.0,0.0086350440979003,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",constant,500000.0,lbfgs
13.001.039.028.167.700,0.0,0.0099189281463623,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",constant,500000.0,lbfgs
12.139.179.706.573.400,0.0,0.0090150833129882,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",adaptive,500000.0,lbfgs
24.383.480.548.858.600,0.0,0.0091059207916259,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",invscaling,500000.0,lbfgs
2.768.665.075.302.120,0.0,0.0102500915527343,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",invscaling,500000.0,lbfgs
27.216.482.162.475.500,0.0,0.0097846984863281,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",adaptive,500000.0,lbfgs
3.109.663.963.317.870,0.0,0.0095298290252685,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",invscaling,500000.0,lbfgs
21.933.000.087.738.000,0.0,0.0092520713806152,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",invscaling,500000.0,lbfgs
2.293.833.017.349.240,0.0,0.0097520351409912,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",adaptive,500000.0,lbfgs
1.721.256.971.359.250,0.0,0.0087590217590332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",constant,500000.0,lbfgs
18.803.799.152.374.200,0.0,0.009253978729248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",adaptive,500000.0,lbfgs
3.353.685.140.609.740,0.0,0.0092730522155761,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",constant,500000.0,lbfgs
12.721.798.419.952.300,0.0,0.0087480545043945,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",adaptive,500000.0,lbfgs
3.714.711.904.525.750,0.0,0.0163142681121826,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",adaptive,500000.0,lbfgs
31.827.688.217.163.000,0.0,0.0094711780548095,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",constant,500000.0,lbfgs
4.050.010.681.152.340,0.0,0.0092160701751708,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",constant,500000.0,lbfgs
20.126.640.796.661.300,0.0,0.0125818252563476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",constant,500000.0,lbfgs
195.831.298.828.125,0.0,0.00974702835083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",invscaling,500000.0,lbfgs
6.749.891.042.709.350,0.0,0.0102558135986328,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",adaptive,500000.0,lbfgs
32.395.639.419.555.600,0.0,0.0071229934692382,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,10,adaptive,500000.0,adam
32.960.503.101.348.800,0.0,0.0073029994964599,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,15,constant,500000.0,adam
3.080.993.890.762.320,0.0,0.0072741508483886,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,20,constant,500000.0,adam
34.287.497.997.283.900,0.0,0.0073041915893554,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,30,adaptive,500000.0,adam
30.568.597.316.741.900,0.0,0.0096640586853027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,35,constant,500000.0,adam
33.100.521.564.483.600,0.0,0.0074529647827148,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,40,constant,500000.0,adam
0.05240917205810547,0.0,0.007361888885498,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,40,adaptive,500000.0,lbfgs
34.187.581.539.154.000,0.0,0.0112919807434082,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,40,adaptive,500000.0,adam
36.234.049.797.058.100,0.0,0.0077030658721923,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,50,constant,500000.0,adam
428.242.826.461.792,0.0,0.0092127323150634,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,55,constant,500000.0,adam
3.711.134.910.583.490,0.0,0.0077910423278808,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,55,adaptive,500000.0,adam
0.09691095352172852,0.0,0.0079929828643798,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,80,invscaling,500000.0,lbfgs
4.539.554.834.365.840,0.0,0.00822114944458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,80,adaptive,500000.0,adam
4.694.403.171.539.300,0.0,0.0085890293121337,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,85,constant,500000.0,adam
0.1104590892791748,0.0,0.0080528259277343,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,85,invscaling,500000.0,lbfgs
4.457.110.166.549.680,0.0,0.0085077285766601,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,85,invscaling,500000.0,adam
5.523.406.028.747.550,0.0,0.0143842697143554,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,85,adaptive,500000.0,adam
5.485.336.065.292.350,0.0,0.0083470344543457,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,95,adaptive,500000.0,adam
38.205.323.219.299.300,0.0,0.0079107284545898,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(15, 30)",invscaling,500000.0,adam
4.067.896.127.700.800,0.0,0.0093588829040527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(15, 60)",constant,500000.0,adam
3.920.596.122.741.690,0.0,0.007667064666748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(15, 75)",constant,500000.0,adam
0.1763913631439209,0.0,0.0077729225158691,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(15, 90)",invscaling,500000.0,lbfgs
35.090.830.326.080.300,0.0,0.0082559585571289,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(30, 30)",adaptive,500000.0,adam
0.1495351791381836,0.0,0.0078687667846679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(30, 60)",constant,500000.0,lbfgs
3.527.202.844.619.750,0.0,0.0118982791900634,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(30, 60)",invscaling,500000.0,adam
42.262.022.495.269.700,0.0,0.0143518447875976,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(30, 75)",constant,500000.0,adam
32.306.559.085.845.900,0.0,0.0085980892181396,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(45, 30)",adaptive,500000.0,adam
0.22474026679992676,0.0,0.0090720653533935,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(45, 75)",adaptive,500000.0,lbfgs
33.143.951.892.852.700,0.0,0.0087418556213378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 30)",adaptive,500000.0,adam
0.1483447551727295,0.0,0.0084102153778076,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 45)",constant,500000.0,lbfgs
0.29749298095703125,0.0,0.0090751647949218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 90)",adaptive,500000.0,lbfgs
38.900.227.546.691.800,0.0,0.0122210979461669,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(90, 15)",invscaling,500000.0,adam
3.593.297.004.699.700,0.0,0.009296178817749,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(90, 30)",adaptive,500000.0,adam
0.2812471389770508,0.0,0.0093870162963867,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(90, 60)",adaptive,500000.0,lbfgs
0.17101788520812988,0.0,0.0079450607299804,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",adaptive,500000.0,lbfgs
22.690.372.467.041.000,0.0,0.0078327655792236,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",adaptive,500000.0,adam
0.17112398147583008,0.0,0.007836103439331,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",invscaling,500000.0,lbfgs
0.19496703147888184,0.0,0.0079438686370849,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",adaptive,500000.0,lbfgs
0.1716301441192627,0.0,0.008044958114624,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",constant,500000.0,lbfgs
3.482.943.058.013.910,0.0,0.007840871810913,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",adaptive,500000.0,adam
0.31594395637512207,0.0,0.0086889266967773,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",invscaling,500000.0,lbfgs
0.32594990730285645,0.0,0.0095610618591308,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",adaptive,500000.0,lbfgs
37.927.658.557.891.800,0.0,0.00978684425354,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",invscaling,500000.0,adam
0.24007892608642578,0.0,0.0096480846405029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",constant,500000.0,lbfgs
0.37790799140930176,0.0,0.0081117153167724,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",invscaling,500000.0,lbfgs
0.34407591819763184,0.0,0.0090150833129882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",invscaling,500000.0,lbfgs
0.3641090393066406,0.0,0.0086441040039062,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",invscaling,500000.0,lbfgs
4.500.955.104.827.880,0.0,0.0093979835510253,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",invscaling,500000.0,adam
0.49321436882019043,0.0,0.0086448192596435,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",adaptive,500000.0,lbfgs
42.050.089.836.120.600,0.0,0.0143430233001708,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",adaptive,500000.0,adam
0.550645112991333,0.0,0.009415864944458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",adaptive,500000.0,lbfgs
2.279.705.047.607.420,0.0,0.0086300373077392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",adaptive,500000.0,adam
0.15880703926086426,0.0,0.0084161758422851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",constant,500000.0,lbfgs
0.21816182136535645,0.0,0.0082459449768066,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",adaptive,500000.0,lbfgs
2.656.083.345.413.200,0.0,0.0117819309234619,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",adaptive,500000.0,adam
30.334.150.791.168.200,0.0,0.0082149505615234,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",invscaling,500000.0,adam
0.35591697692871094,0.0,0.0116300582885742,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",adaptive,500000.0,lbfgs
31.906.509.399.414.000,0.0,0.008970022201538,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",adaptive,500000.0,adam
0.3799459934234619,0.0,0.0117878913879394,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",adaptive,500000.0,lbfgs
32.951.319.217.681.800,0.0,0.0092930793762207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",adaptive,500000.0,adam
0.42427492141723633,0.0,0.0093128681182861,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",invscaling,500000.0,lbfgs
32.639.899.253.845.200,0.0,0.0090060234069824,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",adaptive,500000.0,adam
0.48178601264953613,0.0,0.0087299346923828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",constant,500000.0,lbfgs
0.5392780303955078,0.0,0.0093891620635986,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",adaptive,500000.0,lbfgs
5.455.193.042.755.120,0.0,0.0116879940032958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",constant,500000.0,adam
3.926.527.976.989.740,0.0,0.0095460414886474,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",adaptive,500000.0,adam
0.41454100608825684,0.0,0.0092182159423828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",constant,500000.0,lbfgs
40.109.570.026.397.700,0.0,0.0100300312042236,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",invscaling,500000.0,adam
0.609299898147583,0.0,0.0097708702087402,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",invscaling,500000.0,lbfgs
5.281.315.088.272.090,0.0,0.0092229843139648,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",constant,500000.0,adam
43.694.353.103.637.600,0.0,0.0125808715820312,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",invscaling,500000.0,adam
46.641.809.940.338.100,0.0,0.015902042388916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",adaptive,500000.0,adam
0.5906410217285156,0.0,0.0183539390563964,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",adaptive,500000.0,lbfgs
0.4770972728729248,0.0,0.0128867626190185,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",invscaling,500000.0,lbfgs
20.716.381.072.998.000,0.0,0.0123162269592285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",invscaling,500000.0,adam
0.2618391513824463,0.0,0.0088398456573486,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",constant,500000.0,lbfgs
2.515.866.994.857.780,0.0,0.0089778900146484,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",adaptive,500000.0,adam
3.001.800.060.272.210,0.0,0.0089671611785888,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",adaptive,500000.0,adam
29.384.288.787.841.700,0.0,0.0089328289031982,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",constant,500000.0,adam
28.411.667.346.954.300,0.0,0.0080220699310302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",invscaling,500000.0,adam
0.35649895668029785,0.0,0.009537935256958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",adaptive,500000.0,lbfgs
31.079.978.942.871.000,0.0,0.008970022201538,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",invscaling,500000.0,adam
34.942.028.522.491.400,0.0,0.0088603496551513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",constant,500000.0,adam
0.36336183547973633,0.0,0.0094871520996093,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",adaptive,500000.0,lbfgs
0.5616297721862793,0.0,0.0099210739135742,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",invscaling,500000.0,lbfgs
35.741.682.052.612.300,0.0,0.0099029541015625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",invscaling,500000.0,adam
0.5675048828125,0.0,0.0098190307617187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",constant,500000.0,lbfgs
0.6043829917907715,0.0,0.0104708671569824,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",adaptive,500000.0,lbfgs
0.9214959144592285,0.0,0.0104250907897949,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",constant,500000.0,lbfgs
0.3619229793548584,0.0,0.0104129314422607,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",constant,500000.0,lbfgs
25.582.709.312.438.900,0.0,0.0094172954559326,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",adaptive,500000.0,adam
0.6723320484161377,0.0,0.0094621181488037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",constant,500000.0,lbfgs
0.4042999744415283,0.0,0.0098171234130859,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",adaptive,500000.0,lbfgs
31.630.160.808.563.200,0.0,0.011549949645996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",adaptive,500000.0,adam
0.626535177230835,0.0,0.0103249549865722,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",constant,500000.0,lbfgs
0.8078429698944092,0.0,0.0097353458404541,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",adaptive,500000.0,lbfgs
0.533308744430542,0.0,0.0097582340240478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",constant,500000.0,lbfgs
0.8031399250030518,0.0,0.0101771354675292,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",constant,500000.0,lbfgs
30.337.369.441.986.000,0.0,0.0072479248046875,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,20,constant,500000.0,adam
2.872.032.880.783.080,0.0,0.0071732997894287,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,40,constant,500000.0,adam
0.10918879508972168,0.0,0.0092740058898925,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,40,adaptive,500000.0,lbfgs
0.10705900192260742,0.0,0.0140349864959716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,45,constant,500000.0,lbfgs
2.942.092.180.252.070,0.0,0.0084939002990722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,45,constant,500000.0,adam
3.010.903.835.296.630,0.0,0.0076830387115478,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,45,adaptive,500000.0,adam
30.115.039.348.602.200,0.0,0.008509874343872,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,50,adaptive,500000.0,adam
2.808.372.974.395.750,0.0,0.0075960159301757,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,55,invscaling,500000.0,adam
0.09851884841918945,0.0,0.0072860717773437,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,55,adaptive,500000.0,lbfgs
3.090.080.976.486.200,0.0,0.0077040195465087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,55,adaptive,500000.0,adam
0.09907317161560059,0.0,0.0072808265686035,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,60,invscaling,500000.0,lbfgs
32.388.811.111.450.100,0.0,0.0122559070587158,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,60,invscaling,500000.0,adam
30.686.299.800.872.800,0.0,0.0087099075317382,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,65,constant,500000.0,adam
0.16080522537231445,0.0,0.0077996253967285,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,65,invscaling,500000.0,lbfgs
29.226.698.875.427.200,0.0,0.0077559947967529,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,65,invscaling,500000.0,adam
31.970.369.815.826.400,0.0,0.0078957080841064,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,65,adaptive,500000.0,adam
306.536.602.973.938,0.0,0.0072541236877441,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,70,invscaling,500000.0,adam
2.954.512.119.293.210,0.0,0.0076558589935302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,75,constant,500000.0,adam
3.151.249.885.559.080,0.0,0.0081462860107421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,75,invscaling,500000.0,adam
33.136.091.232.299.800,0.0,0.0104732513427734,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,80,invscaling,500000.0,adam
2.929.995.059.967.040,0.0,0.0080881118774414,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,85,invscaling,500000.0,adam
0.13745403289794922,0.0,0.0078098773956298,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,90,constant,500000.0,lbfgs
33.340.742.588.043.200,0.0,0.0076777935028076,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,90,constant,500000.0,adam
324.922.513.961.792,0.0,0.0079541206359863,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,90,invscaling,500000.0,adam
29.678.561.687.469.400,0.0,0.0074787139892578,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,100,invscaling,500000.0,adam
3.217.310.905.456.540,0.0,0.0077161788940429,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,100,adaptive,500000.0,adam
244.218.373.298.645,0.0,0.0073051452636718,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(15, 15)",invscaling,500000.0,adam
0.2540018558502197,0.0,0.0071549415588378,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(15, 60)",constant,500000.0,lbfgs
24.389.808.177.948,0.0,0.0077130794525146,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(15, 60)",adaptive,500000.0,adam
1.942.647.933.959.960,0.0,0.0086407661437988,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(30, 30)",invscaling,500000.0,adam
21.075.992.584.228.500,0.0,0.0080058574676513,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(30, 45)",constant,500000.0,adam
219.162.917.137.146,0.0,0.0076148509979248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(30, 90)",invscaling,500000.0,adam
0.2244579792022705,0.0,0.0086252689361572,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 15)",constant,500000.0,lbfgs
0.16135907173156738,0.0,0.008707046508789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 15)",adaptive,500000.0,lbfgs
0.19881486892700195,0.0,0.0079329013824462,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 60)",constant,500000.0,lbfgs
0.18256616592407227,0.0,0.0077447891235351,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 60)",invscaling,500000.0,lbfgs
0.2581961154937744,0.0,0.0101099014282226,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 75)",invscaling,500000.0,lbfgs
0.3317880630493164,0.0,0.0092480182647705,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 90)",adaptive,500000.0,lbfgs
1.940.208.911.895.750,0.0,0.0084280967712402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 45)",constant,500000.0,adam
2.196.312.189.102.170,0.0,0.0083518028259277,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 45)",adaptive,500000.0,adam
256.364.107.131.958,0.0,0.0085408687591552,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(75, 15)",invscaling,500000.0,adam
19.530.699.253.082.200,0.0,0.0083529949188232,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(75, 15)",adaptive,500000.0,adam
23.541.371.822.357.100,0.0,0.0089168548583984,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(75, 75)",invscaling,500000.0,adam
21.632.909.774.780.200,0.0,0.0114979743957519,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(90, 45)",adaptive,500000.0,adam
0.43236613273620605,0.0,0.008908987045288,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(90, 60)",adaptive,500000.0,lbfgs
0.20154595375061035,0.0,0.0047910213470458,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 20)",invscaling,500000.0,lbfgs
1.879.478.931.427.000,0.0,0.0078530311584472,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 20)",invscaling,500000.0,adam
10.575.024.843.215.900,0.0,0.0082690715789794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 20)",adaptive,500000.0,sgd
0.2453937530517578,0.0,0.0086421966552734,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 80)",constant,500000.0,lbfgs
14.085.736.989.974.900,0.0,0.0089290142059326,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 80)",constant,500000.0,sgd
13.376.598.358.154.200,0.0,0.0080780982971191,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 100)",constant,500000.0,adam
0.27851080894470215,0.0,0.0080509185791015,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 100)",invscaling,500000.0,lbfgs
0.2213749885559082,0.0,0.0085389614105224,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 40, 60)",invscaling,500000.0,lbfgs
19.445.278.644.561.700,0.0,0.0104701519012451,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 40, 80)",invscaling,500000.0,adam
0.3515050411224365,0.0,0.0101130008697509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 60, 40)",constant,500000.0,lbfgs
13.458.874.702.453.600,0.0,0.012679100036621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 60, 40)",constant,500000.0,sgd
18.413.325.786.590.500,0.0,0.0088820457458496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 60, 60)",adaptive,500000.0,sgd
18.209.609.985.351.500,0.0,0.0085911750793457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 60, 80)",adaptive,500000.0,adam
16.287.960.052.490.200,0.0,0.0086977481842041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 40)",constant,500000.0,sgd
1.513.343.095.779.410,0.0,0.0112848281860351,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 40)",adaptive,500000.0,adam
1.784.209.966.659.540,0.0,0.0088989734649658,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 60)",constant,500000.0,adam
2.034.323.811.531.060,0.0,0.010962963104248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 80)",constant,500000.0,sgd
2.111.585.855.484.000,0.0,0.0093829631805419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 80)",adaptive,500000.0,adam
2.381.199.836.730.950,0.0,0.0093131065368652,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 100)",invscaling,500000.0,adam
0.5111250877380371,0.0,0.0093309879302978,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 100, 40)",constant,500000.0,lbfgs
18.854.565.858.840.900,0.0,0.0100998878479003,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 100, 40)",adaptive,500000.0,sgd
19.331.669.807.434.000,0.0,0.0094008445739746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 100, 60)",adaptive,500000.0,adam
12.216.989.994.049.000,0.0,0.0083758831024169,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 20, 40)",adaptive,500000.0,adam
13.970.959.186.553.900,0.0,0.0107851028442382,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 20, 80)",constant,500000.0,adam
1.338.031.268.119.810,0.0,0.0091860294342041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 20, 100)",constant,500000.0,sgd
1.217.976.713.180.540,0.0,0.0090508460998535,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 40, 60)",constant,500000.0,sgd
0.3629281520843506,0.0,0.0097608566284179,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 60, 20)",constant,500000.0,lbfgs
0.34219908714294434,0.0,0.0087301731109619,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 60, 60)",adaptive,500000.0,lbfgs
2.018.695.902.824.400,0.0,0.0088682174682617,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 60, 100)",constant,500000.0,sgd
0.440166711807251,0.0,0.0087301731109619,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 80, 40)",adaptive,500000.0,lbfgs
22.444.206.953.048.700,0.0,0.010542869567871,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 80, 60)",constant,500000.0,sgd
0.49681568145751953,0.0,0.0119340419769287,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 80, 60)",invscaling,500000.0,lbfgs
0.640474796295166,0.0,0.0092310905456542,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 80, 100)",constant,500000.0,lbfgs
0.732123851776123,0.0,0.0109498500823974,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 100, 60)",invscaling,500000.0,lbfgs
267.970.130.443.573,0.0,0.0191249847412109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 100, 80)",adaptive,500000.0,sgd
1.507.057.809.829.710,0.0,0.0096490383148193,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 20, 100)",constant,500000.0,sgd
0.4757709503173828,0.0,0.0115160942077636,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 20, 100)",invscaling,500000.0,lbfgs
14.072.761.535.644.500,0.0,0.0088996887207031,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 40, 20)",adaptive,500000.0,adam
0.5658290386199951,0.0,0.0091779232025146,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 60, 80)",constant,500000.0,lbfgs
193.147.189.617.157,0.0,0.0133402347564697,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 60, 80)",constant,500000.0,sgd
184.367.938.041.687,0.0,0.0095479488372802,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 60, 80)",adaptive,500000.0,sgd
21.699.466.943.740.800,0.0,0.0087208747863769,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 60, 100)",adaptive,500000.0,sgd
0.5051779747009277,0.0,0.010420799255371,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 80, 60)",invscaling,500000.0,lbfgs
0.5656719207763672,0.0,0.0124971866607666,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 80, 60)",adaptive,500000.0,lbfgs
0.646435022354126,0.0,0.009221076965332,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 80, 80)",adaptive,500000.0,lbfgs
14.513.647.556.304.900,0.0,0.0096421241760253,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 80, 80)",adaptive,500000.0,adam
0.726078987121582,0.0,0.0102529525756835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 100, 60)",constant,500000.0,lbfgs
0.6755781173706055,0.0,0.0094950199127197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 100, 60)",adaptive,500000.0,lbfgs
24.696.336.030.960.000,0.0,0.0100829601287841,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 100, 100)",constant,500000.0,sgd
27.596.081.972.122.100,0.0,0.0091540813446044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 100, 100)",adaptive,500000.0,sgd
14.645.559.787.750.200,0.0,0.0090548992156982,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 20, 40)",invscaling,500000.0,adam
11.760.358.810.424.800,0.0,0.0110549926757812,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 20, 80)",constant,500000.0,adam
0.48027610778808594,0.0,0.0093138217926025,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 20, 100)",adaptive,500000.0,lbfgs
1.894.407.033.920.280,0.0,0.0106689929962158,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 20, 100)",adaptive,500000.0,adam
14.831.640.005.111.600,0.0,0.0091140270233154,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 40, 20)",constant,500000.0,sgd
0.418684720993042,0.0,0.0175251960754394,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 40, 60)",adaptive,500000.0,lbfgs
0.6425180435180664,0.0,0.009066104888916,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 40, 100)",constant,500000.0,lbfgs
1.703.677.201.271.050,0.0,0.0090470314025878,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 40, 100)",constant,500000.0,sgd
17.528.568.983.078.000,0.0,0.0094461441040039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 60, 20)",constant,500000.0,sgd
1.593.032.193.183.890,0.0,0.0050189495086669,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 60, 20)",adaptive,500000.0,sgd
1.732.898.211.479.180,0.0,0.0092668533325195,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 60, 60)",constant,500000.0,sgd
20.090.569.972.991.900,0.0,0.0091249942779541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 60, 80)",constant,500000.0,sgd
18.900.309.085.845.900,0.0,0.0097899436950683,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 80, 40)",constant,500000.0,sgd
0.6105473041534424,0.0,0.0093038082122802,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 80, 60)",adaptive,500000.0,lbfgs
16.396.732.330.322.200,0.0,0.0094709396362304,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 80, 80)",constant,500000.0,adam
0.7902650833129883,0.0,0.0165469646453857,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 80, 100)",constant,500000.0,lbfgs
2.504.087.781.906.120,0.0,0.0096423625946044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 80, 100)",adaptive,500000.0,sgd
0.871333122253418,0.0,0.0096766948699951,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 100, 20)",invscaling,500000.0,lbfgs
20.413.395.881.652.800,0.0,0.0093898773193359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 100, 20)",adaptive,500000.0,sgd
20.414.225.339.889.500,0.0,0.0107548236846923,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 100, 40)",constant,500000.0,sgd
27.380.751.848.220.800,0.0,0.0102772712707519,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 100, 80)",adaptive,500000.0,sgd
25.338.746.786.117.500,0.0,0.0097200870513916,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 100, 100)",adaptive,500000.0,sgd
12.593.388.080.596.900,0.0,0.0105762481689453,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 20, 20)",adaptive,500000.0,sgd
13.436.810.970.306.300,0.0,0.0088791847229003,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 20, 60)",adaptive,500000.0,sgd
13.403.780.460.357.600,0.0,0.009253978729248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 20, 80)",constant,500000.0,adam
0.5943801403045654,0.0,0.0092430114746093,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 20)",constant,500000.0,lbfgs
15.662.116.289.138.700,0.0,0.0098280906677246,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 20)",constant,500000.0,sgd
1.667.494.773.864.740,0.0,0.0091912746429443,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 40)",constant,500000.0,adam
0.4689218997955322,0.0,0.0098640918731689,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 40)",invscaling,500000.0,lbfgs
200.172.598.361.969,0.0,0.0094470977783203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 80)",constant,500000.0,sgd
0.7120656967163086,0.0,0.0098092555999755,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 80)",invscaling,500000.0,lbfgs
1.842.267.894.744.870,0.0,0.0095088481903076,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 100)",constant,500000.0,sgd
2.092.960.786.819.450,0.0,0.0098700523376464,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 80, 40)",adaptive,500000.0,sgd
2.217.525.815.963.740,0.0,0.0100541114807128,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 80, 60)",constant,500000.0,sgd
1.701.164.960.861.200,0.0,0.0100421905517578,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 80, 80)",invscaling,500000.0,adam
2.514.472.723.007.200,0.0,0.0136318206787109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 80, 80)",adaptive,500000.0,sgd
1.599.912.166.595.450,0.0,0.0095829963684082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 80, 100)",constant,500000.0,adam
10.329.980.850.219.700,0.0,0.0097599029541015,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 100, 60)",adaptive,500000.0,lbfgs
13.766.430.854.797.300,0.0,0.0033161640167236,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 100, 100)",adaptive,500000.0,sgd
0.0017027854919433594,0.0,0.0031139850616455,0.0,"{'criterion': 'gini', 'splitter': 'best'}",0.7884615384615384,0.7884615384615384,0.0,1,0.8505747126436781,0.8505747126436781,0.0,1,0.9534883720930232,0.9534883720930232,0.0,2,0.8631578947368421,0.8631578947368421,0.0,1,DecisionTreeClassifier,,,gini,best,,,,,,,
0.19721078872680664,0.0,0.0080389976501464,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,10,invscaling,500000.0,lbfgs
0.14470481872558594,0.0,0.0089802742004394,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,20,invscaling,500000.0,lbfgs
0.20726919174194336,0.0,0.0077786445617675,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,75,adaptive,500000.0,lbfgs
12.998.402.118.682.800,0.0,0.0088050365447998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(15, 90)",adaptive,500000.0,lbfgs
0.464371919631958,0.0,0.008167028427124,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(45, 60)",constant,500000.0,lbfgs
0.45047879219055176,0.0,0.0105001926422119,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(75, 30)",adaptive,500000.0,lbfgs
0.6360392570495605,0.0,0.0107278823852539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(75, 60)",adaptive,500000.0,lbfgs
0.6727139949798584,0.0,0.0131359100341796,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(90, 15)",invscaling,500000.0,lbfgs
0.9835741519927979,0.0,0.0086050033569335,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",invscaling,500000.0,lbfgs
13.749.990.463.256.800,0.0,0.0093510150909423,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",constant,500000.0,lbfgs
0.8126599788665771,0.0,0.01027512550354,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",invscaling,500000.0,lbfgs
12.929.179.668.426.500,0.0,0.0084280967712402,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",adaptive,500000.0,lbfgs
12.452.831.268.310.500,0.0,0.0081958770751953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",constant,500000.0,lbfgs
0.9365630149841309,0.0,0.0151350498199462,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",adaptive,500000.0,lbfgs
23.246.397.972.106.900,0.0,0.0093011856079101,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",constant,500000.0,lbfgs
14.025.371.074.676.500,0.0,0.0089337825775146,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",constant,500000.0,lbfgs
24.316.940.307.617.100,0.0,0.0111000537872314,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",invscaling,500000.0,lbfgs
23.658.719.062.805.100,0.0,0.0084350109100341,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",adaptive,500000.0,lbfgs
0.8742480278015137,0.0,0.0085570812225341,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",constant,500000.0,lbfgs
10.208.547.115.325.900,0.0,0.008120059967041,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",invscaling,500000.0,lbfgs
27.141.592.502.593.900,0.0,0.0094327926635742,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",adaptive,500000.0,lbfgs
2.075.187.921.524.040,0.0,0.0086362361907958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",adaptive,500000.0,lbfgs
2.127.535.104.751.580,0.0,0.0092430114746093,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",invscaling,500000.0,lbfgs
11.135.308.742.523.100,0.0,0.0086441040039062,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",adaptive,500000.0,lbfgs
2.254.606.246.948.240,0.0,0.0163736343383789,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",constant,500000.0,lbfgs
329.205.584.526.062,0.0,0.0104792118072509,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",invscaling,500000.0,lbfgs
34.689.583.778.381.300,0.0,0.0092968940734863,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",constant,500000.0,lbfgs
4.891.748.905.181.880,0.0,0.0094580650329589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",invscaling,500000.0,lbfgs
30.448.391.437.530.500,0.0,0.0092439651489257,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",invscaling,500000.0,lbfgs
26.026.511.192.321.700,0.0,0.0088820457458496,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",constant,500000.0,lbfgs
2.643.336.057.662.960,0.0,0.0095069408416748,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",invscaling,500000.0,lbfgs
29.143.412.113.189.600,0.0,0.0227761268615722,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",constant,500000.0,lbfgs
3.965.880.870.819.090,0.0,0.0100760459899902,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",constant,500000.0,lbfgs
3.711.337.089.538.570,0.0,0.0095119476318359,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",constant,500000.0,lbfgs
34.344.398.975.372.300,0.0,0.0101842880249023,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",constant,500000.0,lbfgs
5.241.857.051.849.360,0.0,0.0085780620574951,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",adaptive,500000.0,lbfgs
0.0637369155883789,0.0,0.0079588890075683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,40,constant,500000.0,lbfgs
502.677.321.434.021,0.0,0.0078058242797851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(15, 60)",adaptive,500000.0,adam
0.22612309455871582,0.0,0.0084550380706787,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(15, 90)",adaptive,500000.0,lbfgs
0.1463639736175537,0.0,0.0086541175842285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(45, 30)",invscaling,500000.0,lbfgs
33.002.729.415.893.500,0.0,0.0084540843963623,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",invscaling,500000.0,adam
5.966.765.880.584.710,0.0,0.008584976196289,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",invscaling,500000.0,adam
0.7699940204620361,0.0,0.0099241733551025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",adaptive,500000.0,lbfgs
0.3731091022491455,0.0,0.0115787982940673,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",invscaling,500000.0,lbfgs
4.926.030.158.996.580,0.0,0.0092709064483642,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",constant,500000.0,adam
0.3216571807861328,0.0,0.0124590396881103,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",invscaling,500000.0,lbfgs
0.38970494270324707,0.0,0.0148673057556152,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",constant,500000.0,lbfgs
0.7018859386444092,0.0,0.0190861225128173,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",invscaling,500000.0,lbfgs
0.2218480110168457,0.0,0.0087168216705322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",adaptive,500000.0,lbfgs
0.6915929317474365,0.0,0.0098359584808349,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",constant,500000.0,lbfgs
0.6311841011047363,0.0,0.010200023651123,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",invscaling,500000.0,lbfgs
0.5525622367858887,0.0,0.0094518661499023,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",constant,500000.0,lbfgs
0.45960307121276855,0.0,0.0098099708557128,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",invscaling,500000.0,lbfgs
0.48615002632141113,0.0,0.0105080604553222,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",invscaling,500000.0,lbfgs
0.49799299240112305,0.0,0.0117182731628417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",adaptive,500000.0,lbfgs
0.5492329597473145,0.0,0.0098090171813964,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",invscaling,500000.0,lbfgs
0.7418491840362549,0.0,0.0120079517364501,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",constant,500000.0,lbfgs
0.7340981960296631,0.0,0.0109698772430419,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",adaptive,500000.0,lbfgs
0.1846766471862793,0.0,0.0075421333312988,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,15,constant,500000.0,lbfgs
0.0751039981842041,0.0,0.0070319175720214,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,30,constant,500000.0,lbfgs
0.15943312644958496,0.0,0.0080997943878173,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,85,invscaling,500000.0,lbfgs
0.12970614433288574,0.0,0.008105993270874,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,100,constant,500000.0,lbfgs
4.011.325.120.925.900,0.0,0.0077199935913085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(30, 75)",constant,500000.0,sgd
0.27294087409973145,0.0,0.0088179111480712,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(45, 45)",invscaling,500000.0,lbfgs
0.2317819595336914,0.0,0.0080270767211914,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(45, 45)",adaptive,500000.0,lbfgs
0.2884337902069092,0.0,0.0086703300476074,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 60)",invscaling,500000.0,lbfgs
0.26939892768859863,0.0,0.0082769393920898,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 60)",adaptive,500000.0,lbfgs
0.38147783279418945,0.0,0.0088241100311279,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(75, 90)",invscaling,500000.0,lbfgs
2.601.189.136.505.120,0.0,0.009429931640625,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(75, 90)",invscaling,500000.0,adam
0.1753230094909668,0.0,0.0088710784912109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(90, 15)",invscaling,500000.0,lbfgs
0.18219327926635742,0.0,0.008584976196289,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(90, 15)",adaptive,500000.0,lbfgs
0.4057478904724121,0.0,0.00840425491333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(90, 45)",invscaling,500000.0,lbfgs
0.5490334033966064,0.0,0.0096528530120849,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(20, 20, 60)",adaptive,500000.0,lbfgs
1.602.741.003.036.490,0.0,0.0092849731445312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(20, 20, 80)",adaptive,500000.0,adam
11.388.864.994.049.000,0.0,0.008711814880371,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(20, 40, 40)",constant,500000.0,sgd
0.32291626930236816,0.0,0.0109288692474365,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(20, 60, 60)",adaptive,500000.0,lbfgs
1.849.674.940.109.250,0.0,0.0091011524200439,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(20, 100, 80)",invscaling,500000.0,adam
14.569.851.160.049.400,0.0,0.0076570510864257,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(40, 20, 80)",adaptive,500000.0,sgd
0.5006201267242432,0.0,0.0087840557098388,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 20, 20)",invscaling,500000.0,lbfgs
14.049.502.849.578.800,0.0,0.0099081993103027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 40, 60)",constant,500000.0,sgd
15.771.959.781.646.700,0.0,0.0094740390777587,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 60, 40)",constant,500000.0,sgd
0.5405640602111816,0.0,0.0085928440093994,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 60, 60)",invscaling,500000.0,lbfgs
0.6016960144042969,0.0,0.0094709396362304,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 100, 20)",invscaling,500000.0,lbfgs
0.34131884574890137,0.0,0.0091521739959716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 20, 80)",adaptive,500000.0,lbfgs
0.5938980579376221,0.0,0.0142438411712646,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 20, 100)",invscaling,500000.0,lbfgs
0.517916202545166,0.0,0.009063720703125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 40, 100)",adaptive,500000.0,lbfgs
1.524.780.035.018.920,0.0,0.0093131065368652,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 80, 40)",invscaling,500000.0,adam
0.7771830558776855,0.0,0.0095508098602294,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 100, 40)",adaptive,500000.0,lbfgs
2.340.205.216.407.770,0.0,0.0100090503692626,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 100, 60)",constant,500000.0,sgd
14.778.140.783.309.900,0.0,0.0095419883728027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 40, 20)",adaptive,500000.0,sgd
0.4464709758758545,0.0,0.0122480392456054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 40, 40)",invscaling,500000.0,lbfgs
0.5353469848632812,0.0,0.0094640254974365,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 40, 60)",invscaling,500000.0,lbfgs
0.5195217132568359,0.0,0.0098421573638916,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 60, 40)",adaptive,500000.0,lbfgs
0.7448809146881104,0.0,0.0102100372314453,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 80, 60)",invscaling,500000.0,lbfgs
0.7182919979095459,0.0,0.0101697444915771,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 80, 80)",invscaling,500000.0,lbfgs
18.486.900.329.589.800,0.0,0.0102839469909667,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 100, 40)",constant,500000.0,adam
0.11394000053405762,0.0,0.0077481269836425,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,20,constant,500000.0,lbfgs
0.6644690036773682,0.0,0.0105578899383544,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",constant,500000.0,lbfgs
2.338.325.023.651.120,0.0,0.0098569393157958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",invscaling,500000.0,lbfgs
0.6129717826843262,0.0,0.0082290172576904,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",invscaling,500000.0,lbfgs
15.987.319.946.289.000,0.0,0.0086841583251953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",constant,500000.0,lbfgs
2.225.694.179.534.910,0.0,0.0097248554229736,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",constant,500000.0,lbfgs
18.802.080.154.418.900,0.0,0.0088222026824951,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",invscaling,500000.0,lbfgs
25.512.871.742.248.500,0.0,0.0092816352844238,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",adaptive,500000.0,lbfgs
17.903.838.157.653.800,0.0,0.0097301006317138,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",invscaling,500000.0,lbfgs
0.9858849048614502,0.0,0.0111870765686035,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",invscaling,500000.0,lbfgs
2.101.783.037.185.660,0.0,0.0092990398406982,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",invscaling,500000.0,lbfgs
2.318.796.157.836.910,0.0,0.0127408504486083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",invscaling,500000.0,lbfgs
4.787.408.113.479.610,0.0,0.009185791015625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",adaptive,500000.0,lbfgs
26.350.090.503.692.600,0.0,0.0096797943115234,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",invscaling,500000.0,lbfgs
493.463.397.026.062,0.0,0.0081450939178466,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",adaptive,500000.0,lbfgs
0.8736069202423096,0.0,0.0095901489257812,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",invscaling,500000.0,lbfgs
0.5623559951782227,0.0,0.009678840637207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",constant,500000.0,lbfgs
0.41660189628601074,0.0,0.0138189792633056,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",invscaling,500000.0,lbfgs
0.6951780319213867,0.0,0.0096111297607421,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",invscaling,500000.0,lbfgs
0.32628893852233887,0.0,0.0092411041259765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",invscaling,500000.0,lbfgs
0.6436290740966797,0.0,0.0110828876495361,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,relu,"(60, 40, 20)",invscaling,500000.0,lbfgs
26.134.400.367.736.800,0.0,0.0106198787689208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8125,0.8125,0.0,549,0.8505747126436781,0.8505747126436781,0.0,1993,0.9069767441860463,0.9069767441860463,0.0,3336,0.8571428571428572,0.8571428571428572,0.0,2521,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",adaptive,500000.0,lbfgs
0.5538191795349121,0.0,0.0090670585632324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8125,0.8125,0.0,549,0.8505747126436781,0.8505747126436781,0.0,1993,0.9069767441860463,0.9069767441860463,0.0,3336,0.8571428571428572,0.8571428571428572,0.0,2521,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",adaptive,500000.0,lbfgs
10.494.351.387.023.900,0.0,0.0106430053710937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8260869565217391,0.8260869565217391,0.0,303,0.8505747126436781,0.8505747126436781,0.0,1993,0.8837209302325582,0.8837209302325582,0.0,3367,0.853932584269663,0.853932584269663,0.0,2725,MLPClassifier,,,,,,,logistic,"(90, 15)",constant,500000.0,lbfgs
0.15137672424316406,0.0,0.0091781616210937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,55,adaptive,500000.0,lbfgs
0.6190042495727539,0.0,0.0086438655853271,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(45, 90)",invscaling,500000.0,lbfgs
0.5115010738372803,0.0,0.012772798538208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(60, 30)",adaptive,500000.0,lbfgs
0.6727397441864014,0.0,0.0110692977905273,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(60, 60)",adaptive,500000.0,lbfgs
0.9665052890777588,0.0,0.0096867084503173,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(75, 90)",constant,500000.0,lbfgs
17.381.792.068.481.400,0.0,0.0088319778442382,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",invscaling,500000.0,lbfgs
2.019.402.265.548.700,0.0,0.008427619934082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",adaptive,500000.0,lbfgs
0.1882469654083252,0.0,0.0119259357452392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(15, 15)",adaptive,500000.0,lbfgs
0.11968994140625,0.0,0.0075328350067138,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(30, 45)",invscaling,500000.0,lbfgs
404.921.293.258.667,0.0,0.0092651844024658,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",invscaling,500000.0,adam
541.438.627.243.042,0.0,0.0094289779663085,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",constant,500000.0,adam
0.24524617195129395,0.0,0.0097088813781738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",constant,500000.0,lbfgs
0.26171016693115234,0.0,0.0091228485107421,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",adaptive,500000.0,lbfgs
0.8130042552947998,0.0,0.0100538730621337,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",constant,500000.0,lbfgs
28.400.180.339.813.200,0.0,0.0072340965270996,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,25,constant,500000.0,adam
31.549.489.498.138.400,0.0,0.0088992118835449,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,35,constant,500000.0,adam
1.949.735.164.642.330,0.0,0.0135748386383056,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 20, 60)",constant,500000.0,adam
12.600.953.102.111.800,0.0,0.0093297958374023,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 20, 100)",constant,500000.0,sgd
1.708.479.881.286.620,0.0,0.0088770389556884,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 40, 60)",constant,500000.0,sgd
1.730.818.796.157.830,0.0,0.0086748600006103,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 40, 100)",adaptive,500000.0,sgd
13.893.446.922.302.200,0.0,0.0104250907897949,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 60, 40)",adaptive,500000.0,sgd
17.503.921.031.951.900,0.0,0.0103349685668945,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 80, 40)",adaptive,500000.0,sgd
22.134.366.989.135.700,0.0,0.008652925491333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 100, 80)",constant,500000.0,sgd
2.429.719.090.461.730,0.0,0.0099892616271972,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 100, 100)",adaptive,500000.0,sgd
11.458.695.888.519.200,0.0,0.0087571144104003,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(40, 20, 40)",constant,500000.0,sgd
13.978.514.909.744.200,0.0,0.0092501640319824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(40, 40, 60)",adaptive,500000.0,sgd
18.663.259.744.644.100,0.0,0.012944221496582,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(40, 60, 60)",adaptive,500000.0,sgd
1.665.564.775.466.910,0.0,0.0114581584930419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(40, 80, 40)",adaptive,500000.0,adam
14.986.041.069.030.700,0.0,0.0117077827453613,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(60, 20, 80)",constant,500000.0,sgd
19.722.925.901.412.900,0.0,0.0091183185577392,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(60, 60, 100)",constant,500000.0,sgd
1.375.537.109.375,0.0,0.0096240043640136,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 20, 20)",adaptive,500000.0,sgd
14.957.365.036.010.700,0.0,0.0103969573974609,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 40, 20)",adaptive,500000.0,sgd
15.618.528.127.670.200,0.0,0.0105121135711669,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 40, 60)",constant,500000.0,sgd
1.735.443.925.857.540,0.0,0.009509801864624,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 60, 60)",adaptive,500000.0,sgd
21.253.392.934.799.100,0.0,0.0102870464324951,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 80, 80)",constant,500000.0,sgd
223.032.488.822.937,0.0,0.0103328227996826,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 80, 100)",constant,500000.0,sgd
15.132.123.708.724.900,0.0,0.0093393325805664,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(100, 20, 80)",constant,500000.0,sgd
0.169478178024292,0.0,0.011962890625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,70,adaptive,500000.0,lbfgs
0.5589299201965332,0.0,0.0077991485595703,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(15, 60)",adaptive,500000.0,lbfgs
0.3782329559326172,0.0,0.0087108612060546,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(30, 15)",adaptive,500000.0,lbfgs
0.5551409721374512,0.0,0.0119690895080566,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(30, 60)",adaptive,500000.0,lbfgs
0.5571660995483398,0.0,0.0086259841918945,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(45, 75)",invscaling,500000.0,lbfgs
0.32354211807250977,0.0,0.0096070766448974,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 15)",constant,500000.0,lbfgs
0.6087837219238281,0.0,0.0086920261383056,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 45)",invscaling,500000.0,lbfgs
0.6500952243804932,0.0,0.0093040466308593,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 75)",adaptive,500000.0,lbfgs
11.249.721.050.262.400,0.0,0.0055017471313476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(75, 75)",invscaling,500000.0,lbfgs
12.142.467.498.779.200,0.0,0.0128200054168701,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(90, 15)",adaptive,500000.0,lbfgs
0.7297210693359375,0.0,0.0136289596557617,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(90, 45)",invscaling,500000.0,lbfgs
0.8572087287902832,0.0,0.0097160339355468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(90, 45)",adaptive,500000.0,lbfgs
13.468.098.640.441.800,0.0,0.0091142654418945,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(90, 90)",invscaling,500000.0,lbfgs
0.8629670143127441,0.0,0.0087368488311767,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",invscaling,500000.0,lbfgs
0.7338471412658691,0.0,0.0124158859252929,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",constant,500000.0,lbfgs
14.924.792.766.571.000,0.0,0.0095012187957763,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",constant,500000.0,adam
2.669.459.819.793.700,0.0,0.0085589885711669,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",constant,500000.0,lbfgs
2.318.640.947.341.910,0.0,0.0092997550964355,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",constant,500000.0,lbfgs
1.858.232.021.331.780,0.0,0.0094408988952636,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",constant,500000.0,lbfgs
1.397.928.237.915.030,0.0,0.0085618495941162,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",constant,500000.0,lbfgs
17.222.655.057.907.100,0.0,0.0079700946807861,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",constant,500000.0,adam
13.110.830.783.843.900,0.0,0.0086269378662109,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",adaptive,500000.0,lbfgs
19.921.190.738.677.900,0.0,0.0085029602050781,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",invscaling,500000.0,lbfgs
13.349.170.684.814.400,0.0,0.0106217861175537,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",constant,500000.0,lbfgs
0.9153780937194824,0.0,0.0096778869628906,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",adaptive,500000.0,lbfgs
2.271.181.106.567.380,0.0,0.0090317726135253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",invscaling,500000.0,lbfgs
16.257.328.987.121.500,0.0,0.0098860263824462,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",constant,500000.0,lbfgs
4.919.454.097.747.800,0.0,0.0096919536590576,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",constant,500000.0,lbfgs
14.778.821.468.353.200,0.0,0.0088770389556884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",adaptive,500000.0,lbfgs
14.426.369.667.053.200,0.0,0.0127890110015869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",adaptive,500000.0,lbfgs
12.845.649.719.238.200,0.0,0.0096831321716308,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",adaptive,500000.0,lbfgs
2.705.141.067.504.880,0.0,0.0079190731048583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",constant,500000.0,lbfgs
17.138.948.440.551.700,0.0,0.0084578990936279,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",invscaling,500000.0,lbfgs
2.009.845.018.386.840,0.0,0.0093917846679687,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",invscaling,500000.0,lbfgs
12.265.689.373.016.300,0.0,0.0088379383087158,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",invscaling,500000.0,lbfgs
22.892.491.817.474.300,0.0,0.0130610466003417,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",constant,500000.0,lbfgs
22.540.669.441.223.100,0.0,0.0127038955688476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",constant,500000.0,lbfgs
19.194.388.389.587.400,0.0,0.009451150894165,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",constant,500000.0,lbfgs
14.442.269.802.093.500,0.0,0.0087230205535888,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",invscaling,500000.0,lbfgs
1.191.678.762.435.910,0.0,0.0092620849609375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",constant,500000.0,lbfgs
13.971.881.866.455.000,0.0,0.0109639167785644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",adaptive,500000.0,lbfgs
6.154.489.040.374.750,0.0,0.0088641643524169,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",adaptive,500000.0,lbfgs
15.383.129.119.873.000,0.0,0.0107920169830322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",constant,500000.0,lbfgs
2.390.187.978.744.500,0.0,0.0291438102722167,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",adaptive,500000.0,lbfgs
40.358.967.781.066.800,0.0,0.0099940299987792,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",adaptive,500000.0,lbfgs
4.037.312.984.466.550,0.0,0.0096359252929687,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",adaptive,500000.0,lbfgs
33.463.897.705.078.100,0.0,0.0094101428985595,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",adaptive,500000.0,lbfgs
288.614.821.434.021,0.0,0.0071499347686767,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,10,constant,500000.0,adam
31.676.220.893.859.800,0.0,0.007063865661621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,15,invscaling,500000.0,adam
36.960.668.563.842.700,0.0,0.0079050064086914,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,50,adaptive,500000.0,adam
0.3106076717376709,0.0,0.0111811161041259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(15, 15)",invscaling,500000.0,lbfgs
0.13309311866760254,0.0,0.008035659790039,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(45, 45)",constant,500000.0,lbfgs
0.19020986557006836,0.0,0.0083208084106445,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(45, 60)",adaptive,500000.0,lbfgs
4.219.934.940.338.130,0.0,0.0104191303253173,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(45, 90)",adaptive,500000.0,adam
0.14133882522583008,0.0,0.0084242820739746,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 30)",adaptive,500000.0,lbfgs
0.1761770248413086,0.0,0.0086350440979003,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 45)",invscaling,500000.0,lbfgs
32.525.858.879.089.300,0.0,0.0157670974731445,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(75, 15)",invscaling,500000.0,adam
0.22375798225402832,0.0,0.0091819763183593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(75, 45)",adaptive,500000.0,lbfgs
0.2902059555053711,0.0,0.009078025817871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(90, 60)",constant,500000.0,lbfgs
0.24037814140319824,0.0,0.010171890258789,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",invscaling,500000.0,lbfgs
31.414.268.016.815.100,0.0,0.0077459812164306,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",adaptive,500000.0,adam
0.285876989364624,0.0,0.0133230686187744,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",adaptive,500000.0,lbfgs
35.696.208.477.020.200,0.0,0.0086042881011962,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",constant,500000.0,adam
0.9180469512939453,0.0,0.0092401504516601,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",adaptive,500000.0,lbfgs
0.5626130104064941,0.0,0.0089571475982666,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",constant,500000.0,lbfgs
26.579.411.029.815.600,0.0,0.0122990608215332,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",constant,500000.0,adam
0.30168604850769043,0.0,0.011855125427246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",constant,500000.0,lbfgs
0.38863396644592285,0.0,0.0088140964508056,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",invscaling,500000.0,lbfgs
0.30219602584838867,0.0,0.0103752613067626,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",constant,500000.0,lbfgs
0.44335317611694336,0.0,0.0132467746734619,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",constant,500000.0,lbfgs
0.4893152713775635,0.0,0.0137720108032226,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",constant,500000.0,lbfgs
0.7566468715667725,0.0,0.010571002960205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",adaptive,500000.0,lbfgs
2.755.369.186.401.360,0.0,0.0094079971313476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",invscaling,500000.0,adam
0.3330268859863281,0.0,0.0090711116790771,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",adaptive,500000.0,lbfgs
0.41640615463256836,0.0,0.0098848342895507,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",invscaling,500000.0,lbfgs
0.508718729019165,0.0,0.0132253170013427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",invscaling,500000.0,lbfgs
0.8450150489807129,0.0,0.0101349353790283,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",adaptive,500000.0,lbfgs
0.8070108890533447,0.0,0.0102350711822509,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",constant,500000.0,lbfgs
0.7296111583709717,0.0,0.0130448341369628,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",constant,500000.0,lbfgs
0.5778341293334961,0.0,0.0117261409759521,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",constant,500000.0,lbfgs
0.6491227149963379,0.0,0.0098862648010253,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",adaptive,500000.0,lbfgs
0.8678810596466064,0.0,0.0133709907531738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",invscaling,500000.0,lbfgs
0.1258831024169922,0.0,0.0101709365844726,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,20,adaptive,500000.0,lbfgs
34.069.623.947.143.500,0.0,0.0073118209838867,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,20,adaptive,500000.0,adam
2.750.791.311.264.030,0.0,0.0072896480560302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,30,invscaling,500000.0,adam
30.938.711.166.381.800,0.0,0.0082406997680664,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,90,adaptive,500000.0,adam
0.10558390617370605,0.0,0.0073378086090087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(30, 30)",invscaling,500000.0,lbfgs
0.22485613822937012,0.0,0.0079281330108642,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(45, 75)",constant,500000.0,lbfgs
0.29009485244750977,0.0,0.0086560249328613,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(75, 60)",constant,500000.0,lbfgs
18.190.228.939.056.300,0.0,0.0080161094665527,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 20, 100)",adaptive,500000.0,adam
0.327955961227417,0.0,0.0084121227264404,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 40, 60)",constant,500000.0,lbfgs
14.989.758.968.353.200,0.0,0.0092329978942871,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 40, 80)",adaptive,500000.0,sgd
18.746.390.342.712.400,0.0,0.0093250274658203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 80, 40)",constant,500000.0,adam
0.6563887596130371,0.0,0.0091180801391601,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 100, 80)",invscaling,500000.0,lbfgs
1.179.781.699.180.600,0.0,0.0086731910705566,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 100, 80)",adaptive,500000.0,sgd
18.321.630.954.742.400,0.0,0.009333848953247,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 100, 80)",adaptive,500000.0,adam
0.20268702507019043,0.0,0.0086588859558105,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 20, 20)",adaptive,500000.0,lbfgs
9.507.930.278.778.070,0.0,0.0134477615356445,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 20, 20)",adaptive,500000.0,sgd
14.805.309.772.491.400,0.0,0.0085020065307617,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 40, 40)",adaptive,500000.0,adam
15.708.520.412.445.000,0.0,0.0087881088256835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 40, 80)",adaptive,500000.0,adam
0.3313579559326172,0.0,0.0086829662322998,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 60, 40)",invscaling,500000.0,lbfgs
12.893.807.888.031.000,0.0,0.008894920349121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 60, 40)",invscaling,500000.0,adam
0.43564581871032715,0.0,0.0085792541503906,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 60, 80)",invscaling,500000.0,lbfgs
22.382.493.019.104.000,0.0,0.0167207717895507,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 80, 60)",adaptive,500000.0,sgd
16.964.941.024.780.200,0.0,0.0097239017486572,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 80, 80)",adaptive,500000.0,adam
25.767.185.926.437.300,0.0,0.0115389823913574,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 80, 100)",constant,500000.0,sgd
14.410.630.941.390.900,0.0,0.0088379383087158,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 20, 40)",adaptive,500000.0,sgd
13.588.326.930.999.700,0.0,0.0087852478027343,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 40, 40)",constant,500000.0,sgd
0.37435293197631836,0.0,0.0112130641937255,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 40, 60)",adaptive,500000.0,lbfgs
1.651.305.079.460.140,0.0,0.0095062255859375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 80, 20)",constant,500000.0,sgd
14.734.950.065.612.700,0.0,0.008699893951416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 80, 20)",constant,500000.0,adam
16.739.660.024.642.900,0.0,0.0093719959259033,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 80, 20)",adaptive,500000.0,sgd
1.867.542.576.789.850,0.0,0.0099010467529296,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 80, 40)",adaptive,500000.0,sgd
1.909.336.805.343.620,0.0,0.0100421905517578,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 100, 20)",adaptive,500000.0,adam
23.468.383.073.806.700,0.0,0.0094208717346191,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 100, 80)",constant,500000.0,sgd
15.463.439.226.150.500,0.0,0.0090880393981933,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(80, 40, 80)",constant,500000.0,sgd
0.5005090236663818,0.0,0.0114359855651855,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(80, 40, 100)",invscaling,500000.0,lbfgs
19.933.547.973.632.800,0.0,0.0093481540679931,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(80, 80, 60)",constant,500000.0,sgd
0.7299561500549316,0.0,0.0096907615661621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(80, 80, 100)",invscaling,500000.0,lbfgs
15.811.239.957.809.400,0.0,0.0094897747039794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 20, 100)",constant,500000.0,sgd
1.349.279.499.053.950,0.0,0.0145139694213867,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 40, 40)",adaptive,500000.0,sgd
17.235.498.905.181.800,0.0,0.0110771656036376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 40, 60)",constant,500000.0,sgd
15.157.842.874.526.900,0.0,0.0098481178283691,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 60, 20)",adaptive,500000.0,sgd
0.5142850875854492,0.0,0.0099949836730957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 80, 20)",adaptive,500000.0,lbfgs
25.455.695.152.282.700,0.0,0.0100398063659667,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 80, 100)",adaptive,500000.0,sgd
20.588.584.423.065.100,0.0,0.0096607208251953,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 100, 20)",constant,500000.0,sgd
16.380.386.114.120.400,0.0,0.0038058757781982,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 100, 80)",adaptive,500000.0,sgd
0.25872802734375,0.0,0.0089869499206542,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,100,invscaling,500000.0,lbfgs
0.6314249038696289,0.0,0.0098450183868408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(15, 60)",constant,500000.0,lbfgs
0.7730000019073486,0.0,0.0082218647003173,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(45, 15)",invscaling,500000.0,lbfgs
0.35231804847717285,0.0,0.0090110301971435,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(45, 30)",adaptive,500000.0,lbfgs
0.5251719951629639,0.0,0.0091121196746826,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 30)",invscaling,500000.0,lbfgs
0.8112330436706543,0.0,0.0092608928680419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 90)",invscaling,500000.0,lbfgs
0.738476037979126,0.0,0.0108811855316162,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(75, 15)",invscaling,500000.0,lbfgs
0.4402322769165039,0.0,0.0114638805389404,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(75, 15)",adaptive,500000.0,lbfgs
0.9198307991027832,0.0,0.0120601654052734,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(75, 75)",constant,500000.0,lbfgs
0.9130990505218506,0.0,0.008131980895996,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",constant,500000.0,lbfgs
11.631.832.122.802.700,0.0,0.0094850063323974,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",constant,500000.0,lbfgs
0.8930470943450928,0.0,0.0103640556335449,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",invscaling,500000.0,lbfgs
25.394.110.679.626.400,0.0,0.0090830326080322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",adaptive,500000.0,lbfgs
18.669.359.683.990.400,0.0,0.0086200237274169,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",invscaling,500000.0,lbfgs
0.7899458408355713,0.0,0.0083320140838623,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",constant,500000.0,lbfgs
1.225.146.770.477.290,0.0,0.0089461803436279,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",invscaling,500000.0,lbfgs
4.347.529.172.897.330,0.0,0.0107557773590087,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",constant,500000.0,lbfgs
14.718.239.307.403.500,0.0,0.008631944656372,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",invscaling,500000.0,lbfgs
2.224.909.782.409.660,0.0,0.0092790126800537,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",constant,500000.0,lbfgs
23.378.870.487.213.100,0.0,0.0092196464538574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",invscaling,500000.0,lbfgs
22.411.320.209.503.100,0.0,0.0114340782165527,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",adaptive,500000.0,lbfgs
33.948.519.229.888.900,0.0,0.009814977645874,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",constant,500000.0,lbfgs
23.886.220.455.169.600,0.0,0.0090560913085937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",adaptive,500000.0,lbfgs
23.586.108.684.539.700,0.0,0.0098240375518798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",constant,500000.0,lbfgs
2.017.825.126.647.940,0.0,0.0090870857238769,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",adaptive,500000.0,lbfgs
7.985.985.040.664.670,0.0,0.0095999240875244,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",invscaling,500000.0,lbfgs
17.621.650.695.800.700,0.0,0.0093250274658203,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",constant,500000.0,lbfgs
21.577.069.759.368.800,0.0,0.0105412006378173,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",adaptive,500000.0,lbfgs
10.926.110.744.476.300,0.0,0.008882999420166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",constant,500000.0,lbfgs
1.669.464.111.328.120,0.0,0.0095458030700683,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",invscaling,500000.0,lbfgs
1.792.004.108.428.950,0.0,0.0091719627380371,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",invscaling,500000.0,lbfgs
0.06465601921081543,0.0,0.0070128440856933,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,20,constant,500000.0,lbfgs
0.3121788501739502,0.0,0.0080211162567138,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(15, 15)",constant,500000.0,lbfgs
0.3574199676513672,0.0,0.0083169937133789,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(15, 30)",invscaling,500000.0,lbfgs
0.10256004333496094,0.0,0.0086121559143066,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(15, 45)",invscaling,500000.0,lbfgs
0.1536870002746582,0.0,0.0093600749969482,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(15, 45)",adaptive,500000.0,lbfgs
0.15648794174194336,0.0,0.0097219944000244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(30, 75)",invscaling,500000.0,lbfgs
0.21190309524536133,0.0,0.0081348419189453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",constant,500000.0,lbfgs
33.717.081.546.783.400,0.0,0.0094289779663085,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",constant,500000.0,adam
0.19881820678710938,0.0,0.0085067749023437,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",invscaling,500000.0,lbfgs
0.43714189529418945,0.0,0.0126941204071044,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",constant,500000.0,lbfgs
0.31070899963378906,0.0,0.0111618041992187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",constant,500000.0,lbfgs
0.5810811519622803,0.0,0.0099058151245117,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",constant,500000.0,lbfgs
0.8139688968658447,0.0,0.0105054378509521,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",invscaling,500000.0,lbfgs
0.48883795738220215,0.0,0.009833812713623,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",constant,500000.0,lbfgs
0.14960408210754395,0.0,0.0076580047607421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,15,adaptive,500000.0,lbfgs
32.449.660.301.208.400,0.0,0.0070548057556152,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,20,invscaling,500000.0,adam
0.13669514656066895,0.0,0.0086588859558105,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,25,constant,500000.0,lbfgs
0.11303520202636719,0.0,0.0073626041412353,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,60,adaptive,500000.0,lbfgs
0.11356306076049805,0.0,0.0079989433288574,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,65,constant,500000.0,lbfgs
0.20004606246948242,0.0,0.0082299709320068,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,95,constant,500000.0,lbfgs
0.16830897331237793,0.0,0.0102488994598388,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(15, 15)",constant,500000.0,lbfgs
0.3997519016265869,0.0,0.0075483322143554,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(30, 15)",invscaling,500000.0,lbfgs
2.661.224.842.071.530,0.0,0.009796142578125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(75, 90)",adaptive,500000.0,adam
2.349.231.243.133.540,0.0,0.0089249610900878,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(90, 45)",invscaling,500000.0,adam
5.960.049.152.374.260,0.0,0.0079298019409179,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(90, 90)",constant,500000.0,sgd
10.998.840.093.612.600,0.0,0.0096278190612792,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 40, 20)",adaptive,500000.0,sgd
15.823.051.929.473.800,0.0,0.0090527534484863,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 40, 100)",constant,500000.0,adam
1.399.035.906.791.680,0.0,0.009598970413208,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 60, 20)",adaptive,500000.0,sgd
19.455.020.427.703.800,0.0,0.0117239952087402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 60, 80)",invscaling,500000.0,adam
0.3941378593444824,0.0,0.0085523128509521,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 80, 20)",invscaling,500000.0,lbfgs
2.058.101.797.103.880,0.0,0.0100331306457519,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 80, 60)",constant,500000.0,sgd
0.699699878692627,0.0,0.0094189643859863,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 100, 100)",adaptive,500000.0,lbfgs
0.40052199363708496,0.0,0.0089471340179443,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(40, 20, 100)",constant,500000.0,lbfgs
23.857.408.046.722.400,0.0,0.0091640949249267,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(40, 100, 40)",adaptive,500000.0,sgd
14.035.149.097.442.600,0.0,0.019407033920288,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(60, 20, 20)",adaptive,500000.0,sgd
1.669.039.487.838.740,0.0,0.0145220756530761,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(60, 20, 60)",adaptive,500000.0,sgd
0.6358640193939209,0.0,0.0095081329345703,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(60, 80, 80)",invscaling,500000.0,lbfgs
24.718.737.840.652.400,0.0,0.0124671459197998,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(60, 80, 100)",adaptive,500000.0,sgd
14.322.520.017.623.900,0.0,0.0106339454650878,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(80, 20, 80)",adaptive,500000.0,sgd
0.46672821044921875,0.0,0.0089409351348876,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(80, 40, 60)",invscaling,500000.0,lbfgs
0.44098496437072754,0.0,0.009444236755371,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(80, 40, 80)",adaptive,500000.0,lbfgs
12.234.924.077.987.600,0.0,0.0126960277557373,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(100, 20, 40)",constant,500000.0,sgd
2.169.677.424.430.840,0.0,0.0063591003417968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(100, 100, 60)",constant,500000.0,sgd
20.587.101.221.084.500,0.0,0.0040750503540039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(100, 100, 60)",adaptive,500000.0,sgd
0.0011529922485351562,0.0,0.0041191577911376,0.0,"{'criterion': 'gini', 'splitter': 'random'}",0.7843137254901961,0.7843137254901961,0.0,2,0.8390804597701149,0.8390804597701149,0.0,2,0.9302325581395348,0.9302325581395348,0.0,4,0.851063829787234,0.851063829787234,0.0,2,DecisionTreeClassifier,,,gini,random,,,,,,,
0.08821702003479004,0.0,0.0084218978881835,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,25,invscaling,500000.0,lbfgs
0.08572816848754883,0.0,0.0075058937072753,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,30,adaptive,500000.0,lbfgs
0.5200128555297852,0.0,0.0091831684112548,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(15, 30)",constant,500000.0,lbfgs
0.8459491729736328,0.0,0.0090279579162597,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(30, 90)",constant,500000.0,lbfgs
12.701.592.445.373.500,0.0,0.0108630657196044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(75, 90)",adaptive,500000.0,lbfgs
15.480.577.945.709.200,0.0,0.0091550350189208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",invscaling,500000.0,lbfgs
17.208.001.613.616.900,0.0,0.0088560581207275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",constant,500000.0,lbfgs
27.028.322.219.848.600,0.0,0.0124287605285644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",adaptive,500000.0,lbfgs
12.257.039.546.966.500,0.0,0.009913682937622,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",invscaling,500000.0,lbfgs
0.10925889015197754,0.0,0.0080311298370361,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,tanh,"(30, 15)",invscaling,500000.0,lbfgs
0.5073661804199219,0.0,0.0093660354614257,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",invscaling,500000.0,lbfgs
0.2683699131011963,0.0,0.0127761363983154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",constant,500000.0,lbfgs
0.6013281345367432,0.0,0.0101041793823242,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",invscaling,500000.0,lbfgs
0.4730219841003418,0.0,0.0097982883453369,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",adaptive,500000.0,lbfgs
0.12288808822631836,0.0,0.006943941116333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(15, 45)",constant,500000.0,lbfgs
4.176.198.720.932.000,0.0,0.0073070526123046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(60, 60)",constant,500000.0,sgd
0.33057308197021484,0.0,0.0094301700592041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(20, 60, 40)",invscaling,500000.0,lbfgs
21.509.080.171.585.000,0.0,0.0088171958923339,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(20, 100, 100)",constant,500000.0,sgd
0.719027042388916,0.0,0.011509895324707,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(40, 80, 20)",adaptive,500000.0,lbfgs
0.28678011894226074,0.0,0.0112428665161132,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(60, 40, 20)",adaptive,500000.0,lbfgs
0.5502579212188721,0.0,0.0097789764404296,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(80, 40, 80)",invscaling,500000.0,lbfgs
0.4533119201660156,0.0,0.0084571838378906,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7959183673469388,0.7959183673469388,0.0,1486,0.8390804597701149,0.8390804597701149,0.0,2487,0.9069767441860463,0.9069767441860463,0.0,3336,0.8478260869565216,0.8478260869565216,0.0,2813,MLPClassifier,,,,,,,logistic,"(45, 60)",invscaling,500000.0,lbfgs
137.678.861.618.042,0.0,0.0091898441314697,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7959183673469388,0.7959183673469388,0.0,1486,0.8390804597701149,0.8390804597701149,0.0,2487,0.9069767441860463,0.9069767441860463,0.0,3336,0.8478260869565216,0.8478260869565216,0.0,2813,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",invscaling,500000.0,adam
3.311.034.917.831.420,0.0,0.0094718933105468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",constant,500000.0,lbfgs
11.822.569.370.269.700,0.0,0.0083661079406738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",constant,500000.0,lbfgs
0.3094041347503662,0.0,0.0121219158172607,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",adaptive,500000.0,lbfgs
0.5505759716033936,0.0,0.0099070072174072,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",adaptive,500000.0,lbfgs
3.245.408.058.166.500,0.0,0.007087230682373,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,relu,15,constant,500000.0,adam
1.819.662.094.116.210,0.0,0.009498119354248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,relu,"(60, 80, 40)",constant,500000.0,sgd
0.16155314445495605,0.0,0.0073230266571044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,65,invscaling,500000.0,lbfgs
0.4602499008178711,0.0,0.0082080364227294,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(30, 60)",constant,500000.0,lbfgs
0.6920640468597412,0.0,0.0080821514129638,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(45, 45)",invscaling,500000.0,lbfgs
0.5369138717651367,0.0,0.0083189010620117,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(45, 60)",adaptive,500000.0,lbfgs
0.9261198043823242,0.0,0.0093400478363037,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(60, 90)",adaptive,500000.0,lbfgs
0.617901086807251,0.0,0.0102081298828125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(90, 45)",constant,500000.0,lbfgs
0.942255973815918,0.0,0.0087392330169677,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",invscaling,500000.0,lbfgs
14.953.753.232.955.900,0.0,0.0084328651428222,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",adaptive,500000.0,adam
0.7995808124542236,0.0,0.0116221904754638,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",constant,500000.0,lbfgs
16.089.153.289.794.900,0.0,0.0108239650726318,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",constant,500000.0,lbfgs
37.359.533.309.936.500,0.0,0.0090587139129638,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",invscaling,500000.0,lbfgs
3.043.114.185.333.250,0.0,0.0100200176239013,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",adaptive,500000.0,lbfgs
20.392.849.445.343.000,0.0,0.0082471370697021,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",constant,500000.0,lbfgs
12.305.541.038.513.100,0.0,0.0091211795806884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",invscaling,500000.0,lbfgs
1.611.262.321.472.160,0.0,0.0127968788146972,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",invscaling,500000.0,lbfgs
13.808.679.580.688.400,0.0,0.0087649822235107,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",constant,500000.0,lbfgs
20.108.108.520.507.800,0.0,0.011660099029541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",adaptive,500000.0,lbfgs
30.225.558.280.944.800,0.0,0.0112330913543701,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",adaptive,500000.0,lbfgs
0.18594121932983398,0.0,0.0094740390777587,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,5,constant,500000.0,lbfgs
0.7804539203643799,0.0,0.0075249671936035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,5,invscaling,500000.0,lbfgs
3.208.454.132.080.070,0.0,0.0071818828582763,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,10,invscaling,500000.0,adam
35.687.057.971.954.300,0.0,0.0077102184295654,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,35,adaptive,500000.0,adam
0.09303689002990723,0.0,0.0081751346588134,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,80,adaptive,500000.0,lbfgs
0.13365387916564941,0.0,0.0102431774139404,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,95,invscaling,500000.0,lbfgs
3.332.252.025.604.240,0.0,0.0087580680847167,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(15, 45)",invscaling,500000.0,adam
4.551.542.043.685.910,0.0,0.0119380950927734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(15, 90)",constant,500000.0,adam
0.2611420154571533,0.0,0.0081298351287841,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(30, 90)",constant,500000.0,lbfgs
0.2442491054534912,0.0,0.0088748931884765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(30, 90)",invscaling,500000.0,lbfgs
0.2682058811187744,0.0,0.0087261199951171,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(30, 90)",adaptive,500000.0,lbfgs
0.16636085510253906,0.0,0.0083069801330566,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(60, 30)",constant,500000.0,lbfgs
3.307.682.991.027.830,0.0,0.0083789825439453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",constant,500000.0,adam
0.5643188953399658,0.0,0.0091311931610107,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",constant,500000.0,lbfgs
41.939.661.502.838.100,0.0,0.0097720623016357,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",invscaling,500000.0,adam
0.5930602550506592,0.0,0.009523868560791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",constant,500000.0,lbfgs
0.18787407875061035,0.0,0.0126581192016601,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",constant,500000.0,lbfgs
0.4757559299468994,0.0,0.009706974029541,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",invscaling,500000.0,lbfgs
0.5973391532897949,0.0,0.0106420516967773,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",adaptive,500000.0,lbfgs
0.4695549011230469,0.0,0.0092709064483642,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",constant,500000.0,lbfgs
0.5542409420013428,0.0,0.0096449851989746,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",constant,500000.0,lbfgs
0.4108772277832031,0.0,0.0092859268188476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",constant,500000.0,lbfgs
0.5329091548919678,0.0,0.0092411041259765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",adaptive,500000.0,lbfgs
0.6805570125579834,0.0,0.0095269680023193,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",invscaling,500000.0,lbfgs
0.4168839454650879,0.0,0.0097017288208007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",invscaling,500000.0,lbfgs
0.7406420707702637,0.0,0.0102143287658691,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",invscaling,500000.0,lbfgs
0.10563874244689941,0.0,0.0069761276245117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,40,constant,500000.0,lbfgs
0.3978850841522217,0.0,0.00785493850708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(15, 90)",invscaling,500000.0,lbfgs
0.25534892082214355,0.0,0.0079500675201416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(20, 40, 40)",constant,500000.0,lbfgs
0.3241438865661621,0.0,0.0106050968170166,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(20, 60, 40)",adaptive,500000.0,lbfgs
1.385.404.086.112.970,0.0,0.0092170238494873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(20, 100, 20)",constant,500000.0,sgd
0.49468326568603516,0.0,0.0088880062103271,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(20, 100, 60)",adaptive,500000.0,lbfgs
0.7798881530761719,0.0,0.0118541717529296,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(20, 100, 80)",constant,500000.0,lbfgs
1.415.076.994.895.930,0.0,0.008556842803955,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(40, 20, 60)",adaptive,500000.0,sgd
0.5369141101837158,0.0,0.0084691047668457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(40, 40, 60)",adaptive,500000.0,lbfgs
15.199.219.226.837.100,0.0,0.0110297203063964,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(40, 80, 20)",adaptive,500000.0,sgd
0.3520348072052002,0.0,0.0106902122497558,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(60, 20, 40)",invscaling,500000.0,lbfgs
1.467.433.214.187.620,0.0,0.0087838172912597,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(60, 60, 20)",adaptive,500000.0,sgd
18.840.993.881.225.500,0.0,0.0093312263488769,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(60, 60, 60)",constant,500000.0,sgd
1.971.344.518.661.490,0.0,0.012233018875122,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(60, 80, 60)",constant,500000.0,sgd
21.537.333.011.627.100,0.0,0.0098049640655517,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(60, 80, 80)",adaptive,500000.0,sgd
16.053.010.940.551.700,0.0,0.0098590850830078,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(80, 60, 40)",adaptive,500000.0,sgd
0.13289618492126465,0.0,0.0073230266571044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,25,constant,500000.0,lbfgs
0.13309502601623535,0.0,0.0148637294769287,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,40,adaptive,500000.0,lbfgs
0.25336503982543945,0.0,0.007502794265747,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(15, 45)",invscaling,500000.0,lbfgs
0.3635239601135254,0.0,0.0111050605773925,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(30, 45)",adaptive,500000.0,lbfgs
0.2947530746459961,0.0,0.0079820156097412,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(45, 30)",invscaling,500000.0,lbfgs
0.33480286598205566,0.0,0.0082790851593017,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(60, 30)",constant,500000.0,lbfgs
0.6879177093505859,0.0,0.0108883380889892,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(90, 30)",invscaling,500000.0,lbfgs
0.9322071075439453,0.0,0.0102410316467285,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",adaptive,500000.0,lbfgs
0.6257851123809814,0.0,0.0128567218780517,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",constant,500000.0,lbfgs
1.190.699.577.331.540,0.0,0.0080921649932861,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",invscaling,500000.0,lbfgs
2.598.424.196.243.280,0.0,0.0098328590393066,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",adaptive,500000.0,lbfgs
12.737.369.537.353.500,0.0,0.0087051391601562,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",adaptive,500000.0,lbfgs
20.769.188.165.664.600,0.0,0.0102388858795166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",invscaling,500000.0,adam
2.886.458.158.493.040,0.0,0.0092499256134033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",adaptive,500000.0,lbfgs
3.316.293.239.593.500,0.0,0.0100517272949218,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",invscaling,500000.0,lbfgs
2.221.982.955.932.610,0.0,0.0106480121612548,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",constant,500000.0,lbfgs
13.250.501.155.853.200,0.0,0.0085737705230712,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",constant,500000.0,lbfgs
18.109.188.079.833.900,0.0,0.0083479881286621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",constant,500000.0,lbfgs
1.400.871.992.111.200,0.0,0.0112810134887695,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",constant,500000.0,lbfgs
24.748.218.059.539.700,0.0,0.0091242790222167,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",constant,500000.0,lbfgs
31.708.061.695.098.800,0.0,0.0115249156951904,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",adaptive,500000.0,lbfgs
20.188.188.552.856.400,0.0,0.0092661380767822,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",adaptive,500000.0,lbfgs
265.531.325.340.271,0.0,0.0099000930786132,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",invscaling,500000.0,lbfgs
1.979.403.018.951.410,0.0,0.006915807723999,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,5,invscaling,500000.0,adam
0.3546428680419922,0.0,0.0082271099090576,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(45, 15)",invscaling,500000.0,lbfgs
0.1871318817138672,0.0,0.0080997943878173,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(60, 45)",adaptive,500000.0,lbfgs
0.21542096138000488,0.0,0.0083541870117187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(75, 60)",invscaling,500000.0,lbfgs
0.2083570957183838,0.0,0.0089757442474365,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",invscaling,500000.0,lbfgs
0.571868896484375,0.0,0.0119800567626953,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",constant,500000.0,lbfgs
0.4175071716308594,0.0,0.0094568729400634,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",adaptive,500000.0,lbfgs
0.4903402328491211,0.0,0.0095958709716796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",constant,500000.0,lbfgs
0.31316399574279785,0.0,0.0091140270233154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",adaptive,500000.0,lbfgs
0.3777730464935303,0.0,0.0123212337493896,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",adaptive,500000.0,lbfgs
0.477078914642334,0.0,0.0128602981567382,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",adaptive,500000.0,lbfgs
0.42262721061706543,0.0,0.0094027519226074,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",constant,500000.0,lbfgs
0.2721579074859619,0.0,0.0092790126800537,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",constant,500000.0,lbfgs
0.32858896255493164,0.0,0.0097770690917968,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",constant,500000.0,lbfgs
0.5036869049072266,0.0,0.0107738971710205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",adaptive,500000.0,lbfgs
0.35257506370544434,0.0,0.009253978729248,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",invscaling,500000.0,lbfgs
29.884.729.385.375.900,0.0,0.0093069076538085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,55,constant,500000.0,adam
0.11915111541748047,0.0,0.0097758769989013,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,95,adaptive,500000.0,lbfgs
0.15395808219909668,0.0,0.0080828666687011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(45, 15)",invscaling,500000.0,lbfgs
65.595.598.220.825.100,0.0,0.0088770389556884,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(75, 45)",adaptive,500000.0,sgd
5.912.209.987.640.380,0.0,0.0079090595245361,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(90, 75)",constant,500000.0,sgd
1.436.384.916.305.540,0.0,0.0084631443023681,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(20, 20, 40)",adaptive,500000.0,adam
2.080.153.226.852.410,0.0,0.0122377872467041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(20, 40, 80)",constant,500000.0,adam
0.6594960689544678,0.0,0.0095407962799072,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(20, 80, 100)",constant,500000.0,lbfgs
13.622.452.020.645.100,0.0,0.008519172668457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(40, 40, 40)",adaptive,500000.0,sgd
17.833.264.350.891.100,0.0,0.0100748538970947,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(40, 40, 100)",constant,500000.0,sgd
18.620.598.077.774.000,0.0,0.0087637901306152,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(40, 40, 100)",adaptive,500000.0,sgd
21.796.226.024.627.600,0.0,0.0160520076751709,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(40, 100, 20)",constant,500000.0,sgd
26.841.965.913.772.500,0.0,0.0142242908477783,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(40, 100, 60)",constant,500000.0,sgd
15.205.202.102.661.100,0.0,0.0078978538513183,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(60, 20, 80)",adaptive,500000.0,sgd
21.823.374.032.974.200,0.0,0.009099006652832,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(60, 100, 60)",adaptive,500000.0,sgd
0.48130106925964355,0.0,0.0095758438110351,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(80, 20, 20)",constant,500000.0,lbfgs
16.350.155.115.127.500,0.0,0.0091199874877929,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(80, 40, 40)",adaptive,500000.0,sgd
0.8062319755554199,0.0,0.0098209381103515,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(100, 80, 20)",invscaling,500000.0,lbfgs
0.8491547107696533,0.0,0.0102231502532958,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(100, 80, 100)",invscaling,500000.0,lbfgs
0.28305721282958984,0.0,0.0100626945495605,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,5,invscaling,500000.0,lbfgs
12.140.800.952.911.300,0.0,0.0085129737854003,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",constant,500000.0,lbfgs
0.9105470180511475,0.0,0.0103859901428222,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",constant,500000.0,lbfgs
0.7965619564056396,0.0,0.0089328289031982,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",invscaling,500000.0,lbfgs
37.899.091.243.743.800,0.0,0.0093269348144531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",constant,500000.0,lbfgs
2.064.541.816.711.420,0.0,0.0098512172698974,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",invscaling,500000.0,lbfgs
3.247.725.009.918.210,0.0,0.009113073348999,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",invscaling,500000.0,lbfgs
4.662.409.782.409.660,0.0,0.0080692768096923,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",invscaling,500000.0,lbfgs
0.25576305389404297,0.0,0.0088477134704589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,tanh,"(90, 30)",invscaling,500000.0,lbfgs
0.4852488040924072,0.0,0.0099811553955078,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",constant,500000.0,lbfgs
0.41785192489624023,0.0,0.0100781917572021,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",constant,500000.0,lbfgs
32.083.590.030.670.100,0.0,0.0065028667449951,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,relu,15,adaptive,500000.0,adam
443.254.280.090.332,0.0,0.0088770389556884,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,relu,"(75, 60)",constant,500000.0,sgd
0.6668908596038818,0.0,0.0088560581207275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.78,0.78,0.0,2168,0.8275862068965517,0.8275862068965517,0.0,2749,0.9069767441860463,0.9069767441860463,0.0,3336,0.8387096774193548,0.8387096774193548,0.0,2911,MLPClassifier,,,,,,,logistic,"(75, 45)",constant,500000.0,lbfgs
0.7804911136627197,0.0,0.0115189552307128,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7288135593220338,0.7288135593220338,0.0,4622,0.8160919540229885,0.8160919540229885,0.0,2887,1.0,1.0,0.0,1,0.8431372549019608,0.8431372549019608,0.0,2873,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",constant,500000.0,lbfgs
0.6931102275848389,0.0,0.0148289203643798,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7288135593220338,0.7288135593220338,0.0,4622,0.8160919540229885,0.8160919540229885,0.0,2887,1.0,1.0,0.0,1,0.8431372549019608,0.8431372549019608,0.0,2873,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",adaptive,500000.0,lbfgs
0.001219034194946289,0.0,0.0041480064392089,0.0,"{'criterion': 'entropy', 'splitter': 'random'}",0.7368421052631579,0.7368421052631579,0.0,4,0.8160919540229885,0.8160919540229885,0.0,3,0.9767441860465116,0.9767441860465116,0.0,1,0.8399999999999999,0.8399999999999999,0.0,3,DecisionTreeClassifier,,,entropy,random,,,,,,,
0.13333988189697266,0.0,0.0078420639038085,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,15,adaptive,500000.0,lbfgs
0.30082201957702637,0.0,0.0104050636291503,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(30, 45)",constant,500000.0,lbfgs
0.6370859146118164,0.0,0.0092091560363769,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(60, 75)",invscaling,500000.0,lbfgs
0.7705638408660889,0.0,0.0087471008300781,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",adaptive,500000.0,lbfgs
25.395.848.751.068.100,0.0,0.0105669498443603,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",constant,500000.0,lbfgs
2.204.617.977.142.330,0.0,0.008699893951416,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",constant,500000.0,lbfgs
2.623.371.124.267.570,0.0,0.0103380680084228,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",adaptive,500000.0,lbfgs
28.049.111.366.271.900,0.0,0.0091228485107421,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",adaptive,500000.0,lbfgs
35.157.108.306.884.700,0.0,0.0089731216430664,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",constant,500000.0,lbfgs
4.640.748.023.986.810,0.0,0.0098228454589843,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",invscaling,500000.0,lbfgs
0.08828186988830566,0.0,0.0072770118713378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,15,constant,500000.0,lbfgs
0.06678915023803711,0.0,0.0097239017486572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,50,constant,500000.0,lbfgs
0.14612698554992676,0.0,0.0080389976501464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(30, 60)",invscaling,500000.0,lbfgs
0.35909295082092285,0.0,0.0107820034027099,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",adaptive,500000.0,lbfgs
0.5323491096496582,0.0,0.0092389583587646,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",adaptive,500000.0,lbfgs
0.6445858478546143,0.0,0.0107152462005615,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",invscaling,500000.0,lbfgs
0.1890411376953125,0.0,0.0085220336914062,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",invscaling,500000.0,lbfgs
0.43277788162231445,0.0,0.0090599060058593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",invscaling,500000.0,lbfgs
0.5275859832763672,0.0,0.0165309906005859,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",invscaling,500000.0,lbfgs
12.522.846.937.179.500,0.0,0.0111970901489257,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,relu,"(20, 20, 60)",constant,500000.0,sgd
0.4400339126586914,0.0,0.009902000427246,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,relu,"(20, 80, 80)",constant,500000.0,lbfgs
16.551.514.148.712.100,0.0,0.0088918209075927,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,relu,"(40, 40, 80)",constant,500000.0,sgd
2.998.601.794.242.850,0.0,0.009484052658081,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,relu,"(40, 100, 100)",adaptive,500000.0,sgd
0.0023038387298583984,0.0,0.0041570663452148,0.0,"{'criterion': 'entropy', 'splitter': 'best'}",0.7454545454545455,0.7454545454545455,0.0,3,0.8160919540229885,0.8160919540229885,0.0,3,0.9534883720930232,0.9534883720930232,0.0,2,0.8367346938775511,0.8367346938775511,0.0,4,DecisionTreeClassifier,,,entropy,best,,,,,,,
0.14829516410827637,0.0,0.0074520111083984,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,10,adaptive,500000.0,lbfgs
0.3586721420288086,0.0,0.0079638957977294,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(15, 15)",adaptive,500000.0,lbfgs
12.512.731.552.124.000,0.0,0.0092716217041015,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(15, 30)",adaptive,500000.0,lbfgs
0.9684641361236572,0.0,0.0091540813446044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",adaptive,500000.0,lbfgs
17.298.471.927.642.800,0.0,0.0117778778076171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",adaptive,500000.0,lbfgs
25.949.063.301.086.400,0.0,0.0079269409179687,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",adaptive,500000.0,lbfgs
2.250.562.906.265.250,0.0,0.008894920349121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",constant,500000.0,lbfgs
12.164.208.889.007.500,0.0,0.0083832740783691,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",adaptive,500000.0,lbfgs
1.941.678.762.435.910,0.0,0.0107560157775878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",constant,500000.0,lbfgs
21.961.312.294.006.300,0.0,0.0094006061553955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",constant,500000.0,lbfgs
0.15287303924560547,0.0,0.0071380138397216,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,10,adaptive,500000.0,lbfgs
0.2336440086364746,0.0,0.0085120201110839,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",adaptive,500000.0,lbfgs
0.17625188827514648,0.0,0.0085530281066894,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",adaptive,500000.0,lbfgs
0.39894914627075195,0.0,0.0179331302642822,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",adaptive,500000.0,lbfgs
0.26891589164733887,0.0,0.0095791816711425,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",adaptive,500000.0,lbfgs
0.2671821117401123,0.0,0.0095911026000976,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",constant,500000.0,lbfgs
0.7405638694763184,0.0,0.0100810527801513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",adaptive,500000.0,lbfgs
0.8348486423492432,0.0,0.0142152309417724,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",adaptive,500000.0,lbfgs
0.10507917404174805,0.0,0.0088090896606445,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,35,invscaling,500000.0,lbfgs
33.724.400.997.161.800,0.0,0.0082581043243408,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(60, 15)",constant,500000.0,sgd
50.660.481.452.941.800,0.0,0.0085020065307617,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(60, 75)",constant,500000.0,sgd
4.144.567.012.786.860,0.0,0.0083861351013183,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(75, 15)",adaptive,500000.0,sgd
4.417.115.926.742.550,0.0,0.0088958740234375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(90, 30)",constant,500000.0,sgd
0.36279821395874023,0.0,0.0086269378662109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(20, 80, 20)",constant,500000.0,lbfgs
0.45888304710388184,0.0,0.0108001232147216,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(20, 100, 20)",invscaling,500000.0,lbfgs
13.093.292.236.328.100,0.0,0.0089128017425537,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(40, 20, 80)",constant,500000.0,sgd
13.312.909.126.281.700,0.0,0.0149188041687011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(60, 40, 40)",adaptive,500000.0,sgd
12.764.919.996.261.500,0.0,0.0134379863739013,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(80, 20, 40)",adaptive,500000.0,sgd
0.3785688877105713,0.0,0.0087630748748779,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(30, 75)",adaptive,500000.0,lbfgs
15.010.721.683.502.100,0.0,0.0089428424835205,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",constant,500000.0,lbfgs
1.598.134.994.506.830,0.0,0.0088238716125488,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",adaptive,500000.0,lbfgs
35.663.280.487.060.500,0.0,0.0090630054473876,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",invscaling,500000.0,lbfgs
11.807.241.439.819.300,0.0,0.0101127624511718,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",invscaling,500000.0,lbfgs
32.592.899.799.346.900,0.0,0.0110459327697753,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",invscaling,500000.0,lbfgs
0.319490909576416,0.0,0.0089912414550781,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",adaptive,500000.0,lbfgs
490.149.998.664.856,0.0,0.0090668201446533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,relu,"(60, 30)",constant,500000.0,sgd
3.606.779.098.510.740,0.0,0.0083868503570556,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,relu,"(60, 45)",constant,500000.0,sgd
6.635.804.891.586.300,0.0,0.0090360641479492,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,relu,"(75, 90)",adaptive,500000.0,sgd
2.701.693.058.013.910,0.0,0.0096619129180908,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7647058823529411,0.7647058823529411,0.0,2637,0.8160919540229885,0.8160919540229885,0.0,2887,0.9069767441860463,0.9069767441860463,0.0,3336,0.8297872340425532,0.8297872340425532,0.0,2953,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",invscaling,500000.0,lbfgs
3.955.773.115.158.080,0.0,0.0090110301971435,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7647058823529411,0.7647058823529411,0.0,2637,0.8160919540229885,0.8160919540229885,0.0,2887,0.9069767441860463,0.9069767441860463,0.0,3336,0.8297872340425532,0.8297872340425532,0.0,2953,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",adaptive,500000.0,lbfgs
0.17839717864990234,0.0,0.0079519748687744,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7241379310344828,0.7241379310344828,0.0,4681,0.8045977011494253,0.8045977011494253,0.0,2952,0.9767441860465116,0.9767441860465116,0.0,1284,0.8316831683168318,0.8316831683168318,0.0,2950,MLPClassifier,,,,,,,tanh,10,constant,500000.0,lbfgs
0.20963001251220703,0.0,0.0105359554290771,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7241379310344828,0.7241379310344828,0.0,4681,0.8045977011494253,0.8045977011494253,0.0,2952,0.9767441860465116,0.9767441860465116,0.0,1284,0.8316831683168318,0.8316831683168318,0.0,2950,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",adaptive,500000.0,lbfgs
0.20206117630004883,0.0,0.0085318088531494,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7241379310344828,0.7241379310344828,0.0,4681,0.8045977011494253,0.8045977011494253,0.0,2952,0.9767441860465116,0.9767441860465116,0.0,1284,0.8316831683168318,0.8316831683168318,0.0,2950,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",constant,500000.0,lbfgs
0.43166589736938477,0.0,0.0076289176940917,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,logistic,5,adaptive,500000.0,lbfgs
0.9012129306793213,0.0,0.0101203918457031,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",invscaling,500000.0,lbfgs
11.535.990.238.189.600,0.0,0.008509874343872,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",constant,500000.0,lbfgs
29.871.649.742.126.400,0.0,0.0104091167449951,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",constant,500000.0,lbfgs
0.3256211280822754,0.0,0.0086781978607177,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",invscaling,500000.0,lbfgs
0.09296989440917969,0.0,0.0072309970855712,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,relu,25,adaptive,500000.0,lbfgs
585.508.918.762.207,0.0,0.0096259117126464,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,relu,"(75, 60)",adaptive,500000.0,sgd
6.078.080.892.562.860,0.0,0.0090129375457763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,relu,"(90, 75)",adaptive,500000.0,sgd
1.123.487.949.371.330,0.0,0.0085949897766113,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",adaptive,500000.0,lbfgs
21.971.688.270.568.800,0.0,0.0090658664703369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",constant,500000.0,lbfgs
0.3244447708129883,0.0,0.0124480724334716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",invscaling,500000.0,lbfgs
419.612.717.628.479,0.0,0.0084578990936279,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(30, 90)",constant,500000.0,sgd
2.672.758.102.416.990,0.0,0.008944034576416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(45, 30)",constant,500000.0,sgd
34.984.488.487.243.600,0.0,0.008124828338623,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(45, 30)",adaptive,500000.0,sgd
4.647.192.001.342.770,0.0,0.0081851482391357,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(45, 90)",constant,500000.0,sgd
4.659.442.901.611.320,0.0,0.0092890262603759,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(90, 30)",adaptive,500000.0,sgd
8.973.596.811.294.550,0.0,0.0097951889038085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(20, 20, 100)",adaptive,500000.0,sgd
0.2918252944946289,0.0,0.0124697685241699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8045977011494253,0.8045977011494253,0.0,2952,0.9069767441860463,0.9069767441860463,0.0,3336,0.8210526315789475,0.8210526315789475,0.0,2973,MLPClassifier,,,,,,,logistic,5,constant,500000.0,lbfgs
31.068.150.997.161.800,0.0,0.0075798034667968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8045977011494253,0.8045977011494253,0.0,2952,0.9069767441860463,0.9069767441860463,0.0,3336,0.8210526315789475,0.8210526315789475,0.0,2973,MLPClassifier,,,,,,,relu,15,invscaling,500000.0,adam
4.003.223.180.770.870,0.0,0.0074598789215087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8045977011494253,0.8045977011494253,0.0,2952,0.9069767441860463,0.9069767441860463,0.0,3336,0.8210526315789475,0.8210526315789475,0.0,2973,MLPClassifier,,,,,,,relu,"(15, 75)",adaptive,500000.0,sgd
2.577.834.367.752.070,0.0,0.0079607963562011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8045977011494253,0.8045977011494253,0.0,2952,0.9069767441860463,0.9069767441860463,0.0,3336,0.8210526315789475,0.8210526315789475,0.0,2973,MLPClassifier,,,,,,,relu,"(45, 15)",adaptive,500000.0,sgd
0.5819401741027832,0.0,0.0106739997863769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,identity,"(40, 40, 100)",invscaling,500000.0,adam
0.3663790225982666,0.0,0.0114710330963134,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,identity,"(40, 80, 60)",constant,500000.0,adam
0.5169117450714111,0.0,0.0121679306030273,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,identity,"(40, 100, 60)",invscaling,500000.0,adam
0.6664788722991943,0.0,0.0132820606231689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,identity,"(60, 100, 100)",invscaling,500000.0,adam
0.7215511798858643,0.0,0.0101499557495117,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,identity,"(100, 80, 60)",invscaling,500000.0,adam
1.814.971.923.828.120,0.0,0.0102159976959228,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",invscaling,500000.0,adam
1.895.432.949.066.160,0.0,0.0110931396484375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",constant,500000.0,adam
2.336.638.927.459.710,0.0,0.0097153186798095,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",constant,500000.0,adam
22.074.830.532.073.900,0.0,0.0097808837890625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",invscaling,500000.0,adam
1.948.322.057.723.990,0.0,0.0089077949523925,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",constant,500000.0,adam
17.216.870.784.759.500,0.0,0.0088810920715332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",adaptive,500000.0,adam
16.097.900.867.462.100,0.0,0.0086369514465332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",adaptive,500000.0,adam
14.927.990.436.553.900,0.0,0.009009838104248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",invscaling,500000.0,adam
19.319.250.583.648.600,0.0,0.0085968971252441,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",invscaling,500000.0,adam
12.899.119.853.973.300,0.0,0.0088980197906494,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",invscaling,500000.0,adam
1.585.470.199.584.960,0.0,0.0097129344940185,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",adaptive,500000.0,adam
17.931.740.283.966.000,0.0,0.0114612579345703,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",constant,500000.0,adam
17.977.399.826.049.800,0.0,0.0101191997528076,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",constant,500000.0,adam
17.633.719.444.274.900,0.0,0.0088660717010498,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",invscaling,500000.0,adam
22.567.551.136.016.800,0.0,0.0091388225555419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",adaptive,500000.0,adam
20.633.318.424.224.800,0.0,0.0105001926422119,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",constant,500000.0,adam
19.519.610.404.968.200,0.0,0.0096700191497802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",adaptive,500000.0,adam
2.495.398.759.841.910,0.0,0.0112671852111816,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",adaptive,500000.0,adam
28.071.038.722.991.900,0.0,0.0094058513641357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",constant,500000.0,adam
31.421.282.291.412.300,0.0,0.0081608295440673,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,relu,"(60, 15)",adaptive,500000.0,sgd
13.130.850.076.675.400,0.0,0.0100359916687011,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7049180327868853,0.7049180327868853,0.0,5209,0.7931034482758621,0.7931034482758621,0.0,3001,1.0,1.0,0.0,1,0.8269230769230769,0.8269230769230769,0.0,2963,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",invscaling,500000.0,adam
0.34218406677246094,0.0,0.0077028274536132,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7192982456140351,0.7192982456140351,0.0,4855,0.7931034482758621,0.7931034482758621,0.0,3001,0.9534883720930232,0.9534883720930232,0.0,2739,0.8200000000000001,0.8200000000000001,0.0,2977,MLPClassifier,,,,,,,logistic,"(30, 30)",invscaling,500000.0,lbfgs
0.8372848033905029,0.0,0.0085749626159667,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7192982456140351,0.7192982456140351,0.0,4855,0.7931034482758621,0.7931034482758621,0.0,3001,0.9534883720930232,0.9534883720930232,0.0,2739,0.8200000000000001,0.8200000000000001,0.0,2977,MLPClassifier,,,,,,,logistic,"(45, 15)",adaptive,500000.0,lbfgs
11.062.636.375.427.200,0.0,0.0091311931610107,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7192982456140351,0.7192982456140351,0.0,4855,0.7931034482758621,0.7931034482758621,0.0,3001,0.9534883720930232,0.9534883720930232,0.0,2739,0.8200000000000001,0.8200000000000001,0.0,2977,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",invscaling,500000.0,lbfgs
5.206.041.097.640.990,0.0,0.0082199573516845,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7192982456140351,0.7192982456140351,0.0,4855,0.7931034482758621,0.7931034482758621,0.0,3001,0.9534883720930232,0.9534883720930232,0.0,2739,0.8200000000000001,0.8200000000000001,0.0,2977,MLPClassifier,,,,,,,relu,"(45, 45)",adaptive,500000.0,sgd
7.798.753.023.147.580,0.0,0.0094790458679199,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7192982456140351,0.7192982456140351,0.0,4855,0.7931034482758621,0.7931034482758621,0.0,3001,0.9534883720930232,0.9534883720930232,0.0,2739,0.8200000000000001,0.8200000000000001,0.0,2977,MLPClassifier,,,,,,,relu,"(20, 60, 60)",constant,500000.0,sgd
26.720.399.856.567.300,0.0,0.0084578990936279,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.7931034482758621,0.7931034482758621,0.0,3001,0.9302325581395348,0.9302325581395348,0.0,3215,0.8163265306122448,0.8163265306122448,0.0,3007,MLPClassifier,,,,,,,relu,"(45, 15)",constant,500000.0,sgd
4.762.563.943.862.910,0.0,0.0108718872070312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.7931034482758621,0.7931034482758621,0.0,3001,0.9302325581395348,0.9302325581395348,0.0,3215,0.8163265306122448,0.8163265306122448,0.0,3007,MLPClassifier,,,,,,,relu,"(75, 30)",constant,500000.0,sgd
445.868.706.703.186,0.0,0.012967824935913,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.7931034482758621,0.7931034482758621,0.0,3001,0.9302325581395348,0.9302325581395348,0.0,3215,0.8163265306122448,0.8163265306122448,0.0,3007,MLPClassifier,,,,,,,relu,"(75, 45)",constant,500000.0,sgd
40.691.821.575.164.700,0.0,0.0125238895416259,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.7931034482758621,0.7931034482758621,0.0,3001,0.9302325581395348,0.9302325581395348,0.0,3215,0.8163265306122448,0.8163265306122448,0.0,3007,MLPClassifier,,,,,,,relu,"(90, 15)",adaptive,500000.0,sgd
58.279.218.673.706.000,0.0,0.0088701248168945,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.7931034482758621,0.7931034482758621,0.0,3001,0.9302325581395348,0.9302325581395348,0.0,3215,0.8163265306122448,0.8163265306122448,0.0,3007,MLPClassifier,,,,,,,relu,"(20, 80, 80)",adaptive,500000.0,sgd
0.37428879737854004,0.0,0.0075290203094482,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7358490566037735,0.7358490566037735,0.0,3673,0.7931034482758621,0.7931034482758621,0.0,3001,0.9069767441860463,0.9069767441860463,0.0,3336,0.8124999999999999,0.8124999999999999,0.0,3013,MLPClassifier,,,,,,,logistic,"(15, 45)",adaptive,500000.0,lbfgs
18.639.180.660.247.800,0.0,0.0070230960845947,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7358490566037735,0.7358490566037735,0.0,3673,0.7931034482758621,0.7931034482758621,0.0,3001,0.9069767441860463,0.9069767441860463,0.0,3336,0.8124999999999999,0.8124999999999999,0.0,3013,MLPClassifier,,,,,,,relu,"(15, 15)",constant,500000.0,sgd
4.820.691.108.703.610,0.0,0.009246826171875,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7358490566037735,0.7358490566037735,0.0,3673,0.7931034482758621,0.7931034482758621,0.0,3001,0.9069767441860463,0.9069767441860463,0.0,3336,0.8124999999999999,0.8124999999999999,0.0,3013,MLPClassifier,,,,,,,relu,"(90, 45)",constant,500000.0,sgd
0.4308900833129883,0.0,0.0095367431640625,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(20, 20, 100)",invscaling,500000.0,adam
0.4566950798034668,0.0,0.0110421180725097,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(20, 100, 60)",adaptive,500000.0,adam
0.5200800895690918,0.0,0.0089478492736816,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(60, 20, 20)",adaptive,500000.0,adam
0.36540699005126953,0.0,0.0101189613342285,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(60, 20, 80)",invscaling,500000.0,adam
0.3862299919128418,0.0,0.011016845703125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(100, 60, 20)",adaptive,500000.0,adam
0.5367488861083984,0.0,0.0103001594543457,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(100, 80, 40)",invscaling,500000.0,adam
0.5913281440734863,0.0,0.0120561122894287,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(100, 100, 20)",invscaling,500000.0,adam
0.8749959468841553,0.0,0.0130469799041748,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(100, 100, 80)",invscaling,500000.0,adam
14.248.700.141.906.700,0.0,0.0137138366699218,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(45, 15)",constant,500000.0,adam
15.309.240.818.023.600,0.0,0.0082278251647949,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(45, 15)",adaptive,500000.0,adam
20.022.318.363.189.600,0.0,0.0134661197662353,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(90, 15)",constant,500000.0,adam
3.527.179.002.761.840,0.0,0.009078025817871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",constant,500000.0,adam
22.611.188.888.549.800,0.0,0.0086150169372558,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",constant,500000.0,adam
2.022.991.180.419.920,0.0,0.0094037055969238,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",adaptive,500000.0,adam
15.580.260.753.631.500,0.0,0.0108680725097656,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",adaptive,500000.0,adam
2.257.627.010.345.450,0.0,0.0097467899322509,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",constant,500000.0,adam
19.895.589.351.654.000,0.0,0.0101771354675292,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",constant,500000.0,adam
16.818.201.541.900.600,0.0,0.0119287967681884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",adaptive,500000.0,adam
21.930.949.687.957.700,0.0,0.00860595703125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",invscaling,500000.0,adam
2.510.094.165.802.000,0.0,0.008836030960083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",adaptive,500000.0,adam
29.834.177.494.049.000,0.0,0.0087921619415283,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",adaptive,500000.0,adam
19.203.581.809.997.500,0.0,0.0108759403228759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",invscaling,500000.0,adam
2.699.946.165.084.830,0.0,0.0093507766723632,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",constant,500000.0,adam
12.947.051.525.115.900,0.0,0.0144879817962646,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",constant,500000.0,adam
16.163.058.280.944.800,0.0,0.0147619247436523,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",invscaling,500000.0,adam
15.470.240.116.119.300,0.0,0.0095880031585693,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",constant,500000.0,adam
1.801.609.992.980.950,0.0,0.0085148811340332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",constant,500000.0,adam
16.322.617.530.822.700,0.0,0.0083272457122802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",constant,500000.0,adam
1.550.631.046.295.160,0.0,0.0105259418487548,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",adaptive,500000.0,adam
20.538.759.231.567.300,0.0,0.0097861289978027,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",invscaling,500000.0,adam
21.350.157.260.894.700,0.0,0.0090281963348388,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",invscaling,500000.0,adam
13.923.640.251.159.600,0.0,0.0094940662384033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",invscaling,500000.0,adam
14.152.708.053.588.800,0.0,0.0087769031524658,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",adaptive,500000.0,adam
14.709.827.899.932.800,0.0,0.0086102485656738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",constant,500000.0,adam
21.850.318.908.691.400,0.0,0.0097379684448242,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",invscaling,500000.0,adam
25.030.529.499.053.900,0.0,0.0096819400787353,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",invscaling,500000.0,adam
15.702.338.218.688.900,0.0,0.0095350742340087,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",adaptive,500000.0,adam
1.826.249.122.619.620,0.0,0.0094759464263916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",invscaling,500000.0,adam
27.349.119.186.401.300,0.0,0.0114181041717529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",constant,500000.0,adam
20.434.670.448.303.200,0.0,0.0103108882904052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",constant,500000.0,adam
18.256.299.495.697.000,0.0,0.0097777843475341,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",adaptive,500000.0,adam
2.640.878.200.531.000,0.0,0.0083520412445068,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,relu,"(20, 20, 40)",adaptive,500000.0,sgd
0.38510799407958984,0.0,0.0062060356140136,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7551020408163265,0.7551020408163265,0.0,2906,0.7931034482758621,0.7931034482758621,0.0,3001,0.8604651162790697,0.8604651162790697,0.0,3618,0.8043478260869564,0.8043478260869564,0.0,3064,MLPClassifier,,,,,,,identity,"(100, 80, 40)",adaptive,500000.0,adam
0.5371377468109131,0.0,0.0093250274658203,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7659574468085106,0.7659574468085106,0.0,2635,0.7931034482758621,0.7931034482758621,0.0,3001,0.8372093023255814,0.8372093023255814,0.0,3657,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(75, 60)",invscaling,500000.0,adam
0.37313413619995117,0.0,0.0089938640594482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7659574468085106,0.7659574468085106,0.0,2635,0.7931034482758621,0.7931034482758621,0.0,3001,0.8372093023255814,0.8372093023255814,0.0,3657,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(40, 40, 40)",invscaling,500000.0,adam
63.744.072.914.123.500,0.0,0.0122239589691162,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.7816091954022989,0.7816091954022989,0.0,3060,0.9767441860465116,0.9767441860465116,0.0,1284,0.8155339805825242,0.8155339805825242,0.0,3012,MLPClassifier,,,,,,,relu,"(20, 80, 100)",constant,500000.0,sgd
2.187.652.111.053.460,0.0,0.0087738037109375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7068965517241379,0.7068965517241379,0.0,5201,0.7816091954022989,0.7816091954022989,0.0,3060,0.9534883720930232,0.9534883720930232,0.0,2739,0.8118811881188119,0.8118811881188119,0.0,3016,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",constant,500000.0,lbfgs
11.372.411.251.068.100,0.0,0.0089061260223388,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7068965517241379,0.7068965517241379,0.0,5201,0.7816091954022989,0.7816091954022989,0.0,3060,0.9534883720930232,0.9534883720930232,0.0,2739,0.8118811881188119,0.8118811881188119,0.0,3016,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",constant,500000.0,lbfgs
16.602.518.558.502.100,0.0,0.0073239803314208,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7816091954022989,0.7816091954022989,0.0,3060,0.9302325581395348,0.9302325581395348,0.0,3215,0.8080808080808081,0.8080808080808081,0.0,3060,MLPClassifier,,,,,,,relu,10,constant,500000.0,adam
6.370.473.146.438.590,0.0,0.0084729194641113,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7816091954022989,0.7816091954022989,0.0,3060,0.9302325581395348,0.9302325581395348,0.0,3215,0.8080808080808081,0.8080808080808081,0.0,3060,MLPClassifier,,,,,,,relu,"(90, 90)",adaptive,500000.0,sgd
13.312.650.680.541.900,0.0,0.0097012519836425,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7816091954022989,0.7816091954022989,0.0,3060,0.9302325581395348,0.9302325581395348,0.0,3215,0.8080808080808081,0.8080808080808081,0.0,3060,MLPClassifier,,,,,,,relu,"(40, 60, 20)",constant,500000.0,sgd
5.638.817.071.914.670,0.0,0.0044541358947753,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7222222222222222,0.7222222222222222,0.0,4712,0.7816091954022989,0.7816091954022989,0.0,3060,0.9069767441860463,0.9069767441860463,0.0,3336,0.8041237113402061,0.8041237113402061,0.0,3065,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",adaptive,500000.0,sgd
5.272.600.889.205.930,0.0,0.0088121891021728,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7222222222222222,0.7222222222222222,0.0,4712,0.7816091954022989,0.7816091954022989,0.0,3060,0.9069767441860463,0.9069767441860463,0.0,3336,0.8041237113402061,0.8041237113402061,0.0,3065,MLPClassifier,,,,,,,relu,"(60, 30)",adaptive,500000.0,sgd
6.079.612.970.352.170,0.0,0.0080230236053466,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7222222222222222,0.7222222222222222,0.0,4712,0.7816091954022989,0.7816091954022989,0.0,3060,0.9069767441860463,0.9069767441860463,0.0,3336,0.8041237113402061,0.8041237113402061,0.0,3065,MLPClassifier,,,,,,,relu,"(90, 60)",adaptive,500000.0,sgd
0.36273884773254395,0.0,0.0081620216369628,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(45, 45)",constant,500000.0,adam
0.516899824142456,0.0,0.0116889476776123,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(20, 40, 100)",adaptive,500000.0,adam
0.5594768524169922,0.0,0.0133421421051025,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(20, 100, 100)",constant,500000.0,adam
0.4877817630767822,0.0,0.0097641944885253,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(60, 60, 20)",invscaling,500000.0,adam
0.578955888748169,0.0,0.0099170207977294,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(60, 100, 60)",invscaling,500000.0,adam
0.5589251518249512,0.0,0.0110478401184082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(80, 20, 80)",invscaling,500000.0,adam
2.211.069.107.055.660,0.0,0.0099430084228515,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(90, 15)",adaptive,500000.0,adam
16.759.610.176.086.400,0.0,0.0093889236450195,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",constant,500000.0,adam
203.206.205.368.042,0.0,0.0096490383148193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",adaptive,500000.0,adam
184.932.279.586.792,0.0,0.010270357131958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",adaptive,500000.0,adam
15.837.199.687.957.700,0.0,0.008476972579956,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",constant,500000.0,adam
1.508.146.047.592.160,0.0,0.0090138912200927,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",invscaling,500000.0,adam
2.051.805.257.797.240,0.0,0.0103130340576171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",constant,500000.0,adam
17.647.900.581.359.800,0.0,0.0148468017578125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",constant,500000.0,adam
1.840.376.853.942.870,0.0,0.0090181827545166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",adaptive,500000.0,adam
22.300.209.999.084.400,0.0,0.0090868473052978,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",invscaling,500000.0,adam
19.800.100.326.538.000,0.0,0.0085759162902832,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",constant,500000.0,adam
224.897.837.638.855,0.0,0.0097217559814453,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",constant,500000.0,adam
1.608.422.040.939.330,0.0,0.0080597400665283,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",invscaling,500000.0,adam
15.325.250.625.610.300,0.0,0.0186686515808105,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",invscaling,500000.0,adam
17.263.448.238.372.800,0.0,0.0085411071777343,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",constant,500000.0,adam
17.621.288.299.560.500,0.0,0.008174180984497,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",adaptive,500000.0,adam
1.920.565.128.326.410,0.0,0.0116031169891357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",invscaling,500000.0,adam
21.126.909.255.981.400,0.0,0.0094480514526367,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",invscaling,500000.0,adam
2.136.550.188.064.570,0.0,0.0111188888549804,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",constant,500000.0,adam
19.603.667.259.216.300,0.0,0.0089561939239501,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",adaptive,500000.0,adam
2.016.187.906.265.250,0.0,0.0095660686492919,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",constant,500000.0,adam
2.187.854.051.589.960,0.0,0.0095441341400146,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",invscaling,500000.0,adam
19.349.610.805.511.400,0.0,0.0092508792877197,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",adaptive,500000.0,adam
2.321.715.831.756.590,0.0,0.009249210357666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",constant,500000.0,adam
27.219.557.762.145.900,0.0,0.0100820064544677,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",constant,500000.0,adam
2.726.627.826.690.670,0.0,0.0088982582092285,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",adaptive,500000.0,adam
1.424.083.948.135.370,0.0,0.0087761878967285,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",constant,500000.0,adam
14.560.120.105.743.400,0.0,0.0088582038879394,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",invscaling,500000.0,adam
1.509.892.225.265.500,0.0,0.0084438323974609,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",invscaling,500000.0,adam
16.285.321.712.493.800,0.0,0.0083310604095458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",adaptive,500000.0,adam
2.038.222.074.508.660,0.0,0.0102479457855224,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",adaptive,500000.0,adam
15.385.351.181.030.200,0.0,0.0082919597625732,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",constant,500000.0,adam
17.434.160.709.381.100,0.0,0.009078025817871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",invscaling,500000.0,adam
1.793.976.068.496.700,0.0,0.0112378597259521,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",constant,500000.0,adam
18.515.050.411.224.300,0.0,0.0089318752288818,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",adaptive,500000.0,adam
17.593.610.286.712.600,0.0,0.0102589130401611,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",constant,500000.0,adam
18.390.519.618.988.000,0.0,0.0090711116790771,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",constant,500000.0,adam
22.297.122.478.485.100,0.0,0.0094590187072753,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",invscaling,500000.0,adam
229.897.403.717.041,0.0,0.0092630386352539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",adaptive,500000.0,adam
19.167.060.852.050.700,0.0,0.0094408988952636,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",invscaling,500000.0,adam
20.192.320.346.832.200,0.0,0.0086650848388671,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",adaptive,500000.0,adam
19.636.061.191.558.800,0.0,0.0105059146881103,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",adaptive,500000.0,adam
21.024.999.618.530.200,0.0,0.0132780075073242,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",constant,500000.0,adam
1.686.894.178.390.500,0.0,0.0101909637451171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",constant,500000.0,adam
1.683.182.954.788.200,0.0,0.0093100070953369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",invscaling,500000.0,adam
15.932.271.480.560.300,0.0,0.0088639259338378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",adaptive,500000.0,adam
19.209.880.828.857.400,0.0,0.0089609622955322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",constant,500000.0,adam
20.129.148.960.113.500,0.0,0.0092010498046875,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",invscaling,500000.0,adam
2.127.619.981.765.740,0.0,0.008584976196289,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",adaptive,500000.0,adam
17.382.609.844.207.700,0.0,0.0093193054199218,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",adaptive,500000.0,adam
2.003.113.269.805.900,0.0,0.0111627578735351,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",invscaling,500000.0,adam
2.003.013.849.258.420,0.0,0.0092761516571044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",adaptive,500000.0,adam
19.666.881.561.279.200,0.0,0.010981798171997,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",constant,500000.0,adam
19.632.389.545.440.600,0.0,0.0094630718231201,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",constant,500000.0,adam
21.374.101.638.793.900,0.0,0.0094320774078369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",invscaling,500000.0,adam
22.750.587.463.378.900,0.0,0.0095801353454589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",invscaling,500000.0,adam
2.424.814.224.243.160,0.0,0.0089819431304931,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",adaptive,500000.0,adam
23.821.358.680.725.000,0.0,0.0094301700592041,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",constant,500000.0,adam
2.038.228.988.647.460,0.0,0.010728120803833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",adaptive,500000.0,adam
27.204.551.696.777.300,0.0,0.0099921226501464,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",constant,500000.0,adam
31.925.899.982.452.300,0.0,0.0123429298400878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",constant,500000.0,adam
17.079.987.525.939.900,0.0,0.0105302333831787,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",adaptive,500000.0,adam
17.155.630.588.531.400,0.0,0.0109608173370361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",constant,500000.0,adam
16.439.690.589.904.700,0.0,0.0106770992279052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",constant,500000.0,adam
19.008.941.650.390.600,0.0,0.0090768337249755,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",invscaling,500000.0,adam
19.364.337.921.142.500,0.0,0.0091392993927001,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",invscaling,500000.0,adam
20.251.317.024.230.900,0.0,0.0098311901092529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",constant,500000.0,adam
1.901.663.064.956.660,0.0,0.0096008777618408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",invscaling,500000.0,adam
19.840.171.337.127.600,0.0,0.0089979171752929,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",invscaling,500000.0,adam
21.364.729.404.449.400,0.0,0.0095202922821044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",constant,500000.0,adam
19.765.682.220.458.900,0.0,0.0103719234466552,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",constant,500000.0,adam
20.561.470.985.412.500,0.0,0.0095999240875244,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",invscaling,500000.0,adam
20.414.857.864.379.800,0.0,0.0096139907836914,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",constant,500000.0,adam
2.030.303.955.078.120,0.0,0.0096282958984375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",constant,500000.0,adam
22.776.291.370.391.800,0.0,0.0096120834350585,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",invscaling,500000.0,adam
25.791.821.479.797.300,0.0,0.0135209560394287,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",invscaling,500000.0,adam
37.139.501.571.655.200,0.0,0.0118379592895507,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",constant,500000.0,adam
3.363.767.147.064.200,0.0,0.0115637779235839,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",constant,500000.0,adam
2.930.877.923.965.450,0.0,0.0100042819976806,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",adaptive,500000.0,adam
256.294.584.274.292,0.0,0.0103590488433837,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",constant,500000.0,adam
2.542.965.888.977.050,0.0,0.0092499256134033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",invscaling,500000.0,adam
25.539.021.492.004.300,0.0,0.009974718093872,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",adaptive,500000.0,adam
26.572.251.319.885.200,0.0,0.0095000267028808,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",invscaling,500000.0,adam
28.098.948.001.861.500,0.0,0.0108332633972167,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",adaptive,500000.0,adam
26.377.227.306.365.900,0.0,0.0079941749572753,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",adaptive,500000.0,adam
10.857.250.690.460.200,0.0,0.0114541053771972,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,5,adaptive,500000.0,adam
3.462.923.049.926.750,0.0,0.0087921619415283,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",constant,500000.0,sgd
2.949.735.164.642.330,0.0,0.012394905090332,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",adaptive,500000.0,sgd
26.434.860.229.492.100,0.0,0.0128660202026367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",constant,500000.0,sgd
4.072.218.179.702.750,0.0,0.009660005569458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",adaptive,500000.0,sgd
27.916.316.986.083.900,0.0,0.0103070735931396,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",constant,500000.0,sgd
3.365.701.913.833.610,0.0,0.0082080364227294,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(45, 60)",adaptive,500000.0,sgd
33.310.649.394.989.000,0.0,0.0108819007873535,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(60, 60)",adaptive,500000.0,sgd
6.068.721.055.984.490,0.0,0.0080299377441406,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(60, 75)",adaptive,500000.0,sgd
446.219.801.902.771,0.0,0.0095429420471191,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(75, 15)",constant,500000.0,sgd
37.766.618.728.637.600,0.0,0.0083603858947753,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(90, 15)",constant,500000.0,sgd
5.883.779.048.919.670,0.0,0.0089039802551269,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(90, 60)",constant,500000.0,sgd
0.5456559658050537,0.0,0.0115129947662353,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,identity,"(40, 20, 100)",invscaling,500000.0,adam
11.024.019.718.170.100,0.0,0.0082719326019287,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",adaptive,500000.0,sgd
2.821.477.174.758.910,0.0,0.0096650123596191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",adaptive,500000.0,sgd
18.907.039.165.496.800,0.0,0.0127549171447753,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",constant,500000.0,sgd
0.8879778385162354,0.0,0.0164589881896972,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,relu,5,invscaling,500000.0,adam
345.556.902.885.437,0.0,0.0137968063354492,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,relu,"(30, 60)",adaptive,500000.0,sgd
3.551.949.977.874.750,0.0,0.0115032196044921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,relu,"(45, 45)",constant,500000.0,sgd
33.596.038.818.359.300,0.0,0.0077879428863525,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,relu,"(45, 75)",adaptive,500000.0,sgd
0.3006429672241211,0.0,0.0110290050506591,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,45,invscaling,500000.0,adam
0.47008490562438965,0.0,0.009779930114746,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,60,invscaling,500000.0,adam
0.5183420181274414,0.0,0.0055909156799316,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(30, 45)",constant,500000.0,adam
0.5331528186798096,0.0,0.017787218093872,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(30, 75)",invscaling,500000.0,adam
0.27950191497802734,0.0,0.0093989372253417,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(75, 15)",adaptive,500000.0,adam
0.36986279487609863,0.0,0.0104739665985107,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(75, 30)",adaptive,500000.0,adam
0.5485389232635498,0.0,0.010545015335083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 20, 20)",invscaling,500000.0,adam
0.45057201385498047,0.0,0.0101351737976074,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 20, 60)",adaptive,500000.0,adam
0.548598051071167,0.0,0.0102920532226562,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 40, 80)",constant,500000.0,adam
0.4890589714050293,0.0,0.0112190246582031,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 40, 80)",invscaling,500000.0,adam
0.5506432056427002,0.0,0.0091941356658935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 40, 100)",constant,500000.0,adam
0.3232848644256592,0.0,0.0145750045776367,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 60, 20)",adaptive,500000.0,adam
0.47094202041625977,0.0,0.0121557712554931,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 60, 40)",invscaling,500000.0,adam
0.5895090103149414,0.0,0.0109801292419433,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 60, 100)",constant,500000.0,adam
0.37949180603027344,0.0,0.0111103057861328,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 80, 60)",invscaling,500000.0,adam
0.6075320243835449,0.0,0.0101082324981689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 80, 100)",invscaling,500000.0,adam
0.5357499122619629,0.0,0.0168192386627197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 100, 40)",adaptive,500000.0,adam
0.8407578468322754,0.0,0.0097880363464355,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 100, 80)",invscaling,500000.0,adam
0.5575592517852783,0.0,0.008434772491455,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 20, 20)",adaptive,500000.0,adam
0.4449639320373535,0.0,0.0098240375518798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 20, 40)",constant,500000.0,adam
0.4084138870239258,0.0,0.0091278553009033,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 40, 40)",constant,500000.0,adam
0.3802781105041504,0.0,0.0118458271026611,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 40, 40)",adaptive,500000.0,adam
0.487713098526001,0.0,0.0139369964599609,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 40, 100)",constant,500000.0,adam
0.41996002197265625,0.0,0.011549949645996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 60, 60)",adaptive,500000.0,adam
0.42888784408569336,0.0,0.0102221965789794,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 20, 20)",constant,500000.0,adam
0.4265871047973633,0.0,0.0092661380767822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 40, 40)",constant,500000.0,adam
0.3611171245574951,0.0,0.0125648975372314,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 60, 40)",constant,500000.0,adam
0.4649231433868408,0.0,0.0095810890197753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 60, 60)",adaptive,500000.0,adam
0.4324920177459717,0.0,0.0123400688171386,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 80, 60)",constant,500000.0,adam
0.5451948642730713,0.0,0.0099668502807617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 80, 100)",invscaling,500000.0,adam
0.6397800445556641,0.0,0.0098838806152343,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 100, 40)",adaptive,500000.0,adam
0.5853538513183594,0.0,0.0109450817108154,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 100, 80)",adaptive,500000.0,adam
0.41971588134765625,0.0,0.0089020729064941,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 20, 60)",constant,500000.0,adam
0.4519808292388916,0.0,0.0099000930786132,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 20, 60)",invscaling,500000.0,adam
0.3153090476989746,0.0,0.0101020336151123,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 20, 80)",adaptive,500000.0,adam
0.41890788078308105,0.0,0.0130128860473632,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 40, 40)",invscaling,500000.0,adam
0.4844050407409668,0.0,0.0109622478485107,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 60, 40)",constant,500000.0,adam
0.4397847652435303,0.0,0.0092592239379882,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 80, 20)",constant,500000.0,adam
0.5846781730651855,0.0,0.0124187469482421,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 80, 20)",adaptive,500000.0,adam
0.5761187076568604,0.0,0.0105509757995605,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 80, 100)",invscaling,500000.0,adam
0.6755940914154053,0.0,0.0155901908874511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 100, 60)",constant,500000.0,adam
0.6761729717254639,0.0,0.0129899978637695,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 100, 100)",constant,500000.0,adam
0.40349602699279785,0.0,0.0090970993041992,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 20, 40)",invscaling,500000.0,adam
0.5130388736724854,0.0,0.0098769664764404,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 40, 40)",constant,500000.0,adam
0.5216388702392578,0.0,0.012484073638916,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 60, 20)",invscaling,500000.0,adam
0.5531399250030518,0.0,0.0102920532226562,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 60, 60)",adaptive,500000.0,adam
0.5997939109802246,0.0,0.0123610496520996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 80, 60)",adaptive,500000.0,adam
0.5311648845672607,0.0,0.0101630687713623,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 100, 60)",adaptive,500000.0,adam
0.7310512065887451,0.0,0.0131115913391113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 100, 80)",constant,500000.0,adam
0.5334818363189697,0.0,0.0101149082183837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 100, 80)",adaptive,500000.0,adam
15.588.510.036.468.500,0.0,0.010181188583374,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(30, 45)",constant,500000.0,adam
14.138.479.232.788.000,0.0,0.0088570117950439,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 30)",constant,500000.0,adam
16.891.326.904.296.800,0.0,0.0090003013610839,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 30)",invscaling,500000.0,adam
16.444.618.701.934.800,0.0,0.0132451057434082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(90, 30)",constant,500000.0,adam
18.703.899.383.544.900,0.0,0.009918212890625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(90, 30)",invscaling,500000.0,adam
15.752.201.080.322.200,0.0,0.0093281269073486,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",constant,500000.0,adam
1.799.262.285.232.540,0.0,0.0123698711395263,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",adaptive,500000.0,adam
20.395.519.733.428.900,0.0,0.0101380348205566,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",invscaling,500000.0,adam
18.433.361.053.466.700,0.0,0.0093929767608642,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",constant,500000.0,adam
22.093.801.498.413.000,0.0,0.0088179111480712,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",adaptive,500000.0,adam
25.642.311.573.028.500,0.0,0.0114030838012695,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",invscaling,500000.0,adam
17.879.490.852.355.900,0.0,0.0086009502410888,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",constant,500000.0,adam
3.153.261.184.692.380,0.0,0.0089137554168701,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",constant,500000.0,adam
24.774.158.000.946.000,0.0,0.0089621543884277,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",invscaling,500000.0,adam
2.359.076.976.776.120,0.0,0.0095050334930419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",adaptive,500000.0,adam
28.306.360.244.750.900,0.0,0.009092092514038,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",invscaling,500000.0,adam
25.063.300.132.751.400,0.0,0.0092828273773193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",adaptive,500000.0,adam
3.923.427.104.949.950,0.0,0.0132868289947509,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",constant,500000.0,adam
38.768.820.762.634.200,0.0,0.011099100112915,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",invscaling,500000.0,adam
29.757.630.825.042.700,0.0,0.0082850456237792,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",adaptive,500000.0,adam
14.716.589.450.836.100,0.0,0.0080411434173583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",adaptive,500000.0,adam
15.936.298.370.361.300,0.0,0.010660171508789,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",invscaling,500000.0,adam
15.369.179.248.809.800,0.0,0.0109057426452636,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",adaptive,500000.0,adam
132.948.899.269.104,0.0,0.0091381072998046,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",invscaling,500000.0,adam
1.663.370.132.446.280,0.0,0.0085899829864501,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",adaptive,500000.0,adam
17.426.068.782.806.300,0.0,0.0087940692901611,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",constant,500000.0,adam
1.944.681.167.602.530,0.0,0.0121960639953613,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",invscaling,500000.0,adam
19.120.209.217.071.500,0.0,0.009329080581665,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",adaptive,500000.0,adam
1.823.678.970.336.910,0.0,0.008958101272583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",constant,500000.0,adam
19.691.832.065.582.200,0.0,0.0116386413574218,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",constant,500000.0,adam
20.065.441.131.591.700,0.0,0.0091509819030761,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",invscaling,500000.0,adam
19.949.040.412.902.800,0.0,0.0089640617370605,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",invscaling,500000.0,adam
18.164.420.127.868.600,0.0,0.0090601444244384,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",adaptive,500000.0,adam
16.131.088.733.673.000,0.0,0.0103139877319335,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",adaptive,500000.0,adam
19.995.830.059.051.500,0.0,0.0109989643096923,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",adaptive,500000.0,adam
27.157.657.146.453.800,0.0,0.0101723670959472,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",constant,500000.0,adam
17.146.217.823.028.500,0.0,0.0104672908782958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",invscaling,500000.0,adam
19.865.930.080.413.800,0.0,0.0086400508880615,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",constant,500000.0,adam
20.286.669.731.140.100,0.0,0.0091619491577148,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",invscaling,500000.0,adam
17.951.009.273.529.000,0.0,0.0103747844696044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",constant,500000.0,adam
201.761.794.090.271,0.0,0.0092971324920654,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",adaptive,500000.0,adam
25.739.259.719.848.600,0.0,0.0093359947204589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",adaptive,500000.0,adam
20.340.511.798.858.600,0.0,0.0118658542633056,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",invscaling,500000.0,adam
15.195.960.998.535.100,0.0,0.0084559917449951,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",invscaling,500000.0,adam
1.456.590.175.628.660,0.0,0.0083248615264892,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",constant,500000.0,adam
16.237.199.306.488.000,0.0,0.0090076923370361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",invscaling,500000.0,adam
16.717.429.161.071.700,0.0,0.0092370510101318,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",constant,500000.0,adam
21.803.462.505.340.500,0.0,0.0089499950408935,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",adaptive,500000.0,adam
16.425.280.570.983.800,0.0,0.0088298320770263,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",adaptive,500000.0,adam
15.014.359.951.019.200,0.0,0.008800983428955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",adaptive,500000.0,adam
15.138.261.318.206.700,0.0,0.0094578266143798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",adaptive,500000.0,adam
18.755.810.260.772.700,0.0,0.0100438594818115,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",adaptive,500000.0,adam
2.107.820.987.701.410,0.0,0.0093083381652832,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",adaptive,500000.0,adam
27.570.109.367.370.600,0.0,0.0382962226867675,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",constant,500000.0,adam
4.543.460.130.691.520,0.0,0.0127696990966796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",adaptive,500000.0,sgd
2.381.274.938.583.370,0.0,0.0074160099029541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,relu,"(15, 45)",adaptive,500000.0,sgd
4.301.488.876.342.770,0.0,0.0082800388336181,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,relu,"(60, 90)",constant,500000.0,sgd
0.46915388107299805,0.0,0.0110559463500976,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,25,invscaling,500000.0,adam
0.4865689277648926,0.0,0.0090422630310058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,35,adaptive,500000.0,adam
0.3977179527282715,0.0,0.0110049247741699,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,90,adaptive,500000.0,adam
0.4339578151702881,0.0,0.0084290504455566,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(15, 75)",adaptive,500000.0,adam
0.4560868740081787,0.0,0.0108499526977539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(45, 15)",invscaling,500000.0,adam
0.6021687984466553,0.0,0.0084192752838134,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(45, 90)",adaptive,500000.0,adam
0.4701240062713623,0.0,0.009232759475708,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(75, 60)",adaptive,500000.0,adam
0.4834787845611572,0.0,0.0134401321411132,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(20, 20, 100)",adaptive,500000.0,adam
0.6110320091247559,0.0,0.0091180801391601,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(20, 80, 20)",constant,500000.0,adam
0.4432997703552246,0.0,0.011880874633789,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(40, 60, 40)",constant,500000.0,adam
0.3818998336791992,0.0,0.0171339511871337,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(40, 60, 40)",adaptive,500000.0,adam
0.5070459842681885,0.0,0.0088229179382324,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 20, 100)",constant,500000.0,adam
0.4695901870727539,0.0,0.0093259811401367,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 40, 20)",adaptive,500000.0,adam
0.5184628963470459,0.0,0.01157808303833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 80, 40)",constant,500000.0,adam
11.433.720.588.684.000,0.0,0.0089778900146484,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 80, 40)",adaptive,500000.0,sgd
0.49243807792663574,0.0,0.0097239017486572,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 80, 80)",invscaling,500000.0,adam
0.5234873294830322,0.0,0.0093340873718261,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 80, 80)",adaptive,500000.0,adam
0.44820618629455566,0.0,0.009984016418457,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 100, 60)",constant,500000.0,adam
0.47591114044189453,0.0,0.0116438865661621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(80, 40, 20)",adaptive,500000.0,adam
0.2989921569824219,0.0,0.0128581523895263,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(80, 40, 80)",invscaling,500000.0,adam
0.4667179584503174,0.0,0.0098631381988525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(80, 60, 80)",constant,500000.0,adam
0.7676820755004883,0.0,0.0149629116058349,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(80, 60, 100)",adaptive,500000.0,adam
0.5101220607757568,0.0,0.0133821964263916,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(80, 100, 80)",constant,500000.0,adam
0.5351307392120361,0.0,0.0179901123046875,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(100, 40, 60)",constant,500000.0,adam
0.5888240337371826,0.0,0.0095999240875244,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(100, 40, 80)",adaptive,500000.0,adam
16.209.468.841.552.700,0.0,0.007580280303955,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,relu,"(15, 15)",adaptive,500000.0,sgd
0.7662091255187988,0.0,0.0153589248657226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.6885245901639344,0.6885245901639344,0.0,5511,0.7701149425287356,0.7701149425287356,0.0,3313,0.9767441860465116,0.9767441860465116,0.0,1284,0.8076923076923077,0.8076923076923077,0.0,3063,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",invscaling,500000.0,lbfgs
0.3689389228820801,0.0,0.0168859958648681,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.6949152542372882,0.6949152542372882,0.0,5433,0.7701149425287356,0.7701149425287356,0.0,3313,0.9534883720930232,0.9534883720930232,0.0,2739,0.803921568627451,0.803921568627451,0.0,3068,MLPClassifier,,,,,,,relu,5,invscaling,500000.0,lbfgs
1.651.115.894.317.620,0.0,0.0087041854858398,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7017543859649122,0.7017543859649122,0.0,5304,0.7701149425287356,0.7701149425287356,0.0,3313,0.9302325581395348,0.9302325581395348,0.0,3215,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",invscaling,500000.0,lbfgs
22.951.197.624.206.500,0.0,0.0071661472320556,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7017543859649122,0.7017543859649122,0.0,5304,0.7701149425287356,0.7701149425287356,0.0,3313,0.9302325581395348,0.9302325581395348,0.0,3215,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,10,invscaling,500000.0,adam
5.219.760.894.775.390,0.0,0.0090322494506835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7017543859649122,0.7017543859649122,0.0,5304,0.7701149425287356,0.7701149425287356,0.0,3313,0.9302325581395348,0.9302325581395348,0.0,3215,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(75, 30)",adaptive,500000.0,sgd
6.645.784.139.633.170,0.0,0.0084459781646728,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7017543859649122,0.7017543859649122,0.0,5304,0.7701149425287356,0.7701149425287356,0.0,3313,0.9302325581395348,0.9302325581395348,0.0,3215,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(90, 45)",adaptive,500000.0,sgd
0.6511619091033936,0.0,0.0096490383148193,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,identity,"(20, 80, 80)",invscaling,500000.0,adam
19.146.559.238.433.800,0.0,0.0103540420532226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",adaptive,500000.0,adam
2.102.890.968.322.750,0.0,0.0087432861328125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",adaptive,500000.0,adam
18.313.777.446.746.800,0.0,0.0132422447204589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",adaptive,500000.0,adam
1.471.721.887.588.500,0.0,0.014739990234375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",constant,500000.0,adam
1.387.793.779.373.160,0.0,0.0077013969421386,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",adaptive,500000.0,adam
16.013.548.374.176.000,0.0,0.0084922313690185,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",invscaling,500000.0,adam
16.611.261.367.797.800,0.0,0.0112419128417968,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",invscaling,500000.0,adam
2.216.643.810.272.210,0.0,0.0090172290802001,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",constant,500000.0,adam
2.021.898.031.234.740,0.0,0.0102300643920898,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",constant,500000.0,adam
15.392.436.981.201.100,0.0,0.0090312957763671,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",adaptive,500000.0,adam
1.626.150.131.225.580,0.0,0.0108799934387207,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",constant,500000.0,adam
18.341.448.307.037.300,0.0,0.008882999420166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",adaptive,500000.0,adam
17.763.018.608.093.200,0.0,0.0086102485656738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",constant,500000.0,adam
12.949.533.462.524.400,0.0,0.0087087154388427,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",invscaling,500000.0,adam
19.724.838.733.673.000,0.0,0.0083708763122558,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",adaptive,500000.0,adam
2.037.583.112.716.670,0.0,0.0085079669952392,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",adaptive,500000.0,adam
17.475.459.575.653.000,0.0,0.0110719203948974,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",adaptive,500000.0,adam
16.796.479.225.158.600,0.0,0.0089027881622314,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",constant,500000.0,adam
22.095.279.693.603.500,0.0,0.008754014968872,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",constant,500000.0,adam
2.388.353.109.359.740,0.0,0.0111348628997802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",constant,500000.0,adam
15.795.660.018.920.800,0.0,0.0093247890472412,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",constant,500000.0,adam
18.440.251.350.402.800,0.0,0.0084860324859619,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",adaptive,500000.0,adam
15.628.039.836.883.500,0.0,0.0106916427612304,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",constant,500000.0,adam
16.641.359.329.223.600,0.0,0.0093607902526855,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",invscaling,500000.0,adam
18.854.100.704.193.100,0.0,0.0088539123535156,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",adaptive,500000.0,adam
21.670.289.039.611.800,0.0,0.0085000991821289,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",constant,500000.0,adam
15.812.838.077.545.100,0.0,0.0087630748748779,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",invscaling,500000.0,adam
18.424.708.843.231.200,0.0,0.010171890258789,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",invscaling,500000.0,adam
1.904.175.043.106.070,0.0,0.0087900161743164,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",adaptive,500000.0,adam
17.573.809.623.718.200,0.0,0.009131908416748,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",constant,500000.0,adam
16.675.159.931.182.800,0.0,0.0090589523315429,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",invscaling,500000.0,adam
2.054.086.208.343.500,0.0,0.0092668533325195,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",adaptive,500000.0,adam
21.054.508.686.065.600,0.0,0.0095479488372802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",constant,500000.0,adam
2.243.879.795.074.460,0.0,0.0094320774078369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",invscaling,500000.0,adam
175.630.521.774.292,0.0,0.0124068260192871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",adaptive,500000.0,adam
21.598.410.606.384.200,0.0,0.0095050334930419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",constant,500000.0,adam
25.911.519.527.435.300,0.0,0.0097911357879638,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",constant,500000.0,adam
25.921.480.655.670.100,0.0,0.0091969966888427,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",adaptive,500000.0,adam
2.055.959.939.956.660,0.0,0.0096919536590576,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",constant,500000.0,adam
22.687.840.461.730.900,0.0,0.0119979381561279,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",adaptive,500000.0,adam
2.006.770.133.972.160,0.0,0.0119369029998779,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",adaptive,500000.0,adam
17.401.959.896.087.600,0.0,0.0104022026062011,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",constant,500000.0,adam
1.918.755.054.473.870,0.0,0.0089659690856933,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",invscaling,500000.0,adam
17.398.967.742.919.900,0.0,0.0089190006256103,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",adaptive,500000.0,adam
16.107.490.062.713.600,0.0,0.0087051391601562,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",constant,500000.0,adam
188.093.900.680.542,0.0,0.0111269950866699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",invscaling,500000.0,adam
2.180.929.183.959.960,0.0,0.0090789794921875,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",constant,500000.0,adam
16.874.949.932.098.300,0.0,0.0090029239654541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",invscaling,500000.0,adam
17.471.139.430.999.700,0.0,0.0118389129638671,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",invscaling,500000.0,adam
18.182.947.635.650.600,0.0,0.0087780952453613,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",invscaling,500000.0,adam
17.503.762.245.178.200,0.0,0.0093050003051757,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",adaptive,500000.0,adam
16.226.170.063.018.700,0.0,0.0088016986846923,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",constant,500000.0,adam
18.708.999.156.951.900,0.0,0.0094180107116699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",adaptive,500000.0,adam
19.035.780.429.840.000,0.0,0.0100910663604736,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",invscaling,500000.0,adam
3.786.480.188.369.750,0.0,0.0098717212677001,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",invscaling,500000.0,adam
22.571.330.070.495.600,0.0,0.0103380680084228,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",adaptive,500000.0,adam
35.887.279.510.498.000,0.0,0.0086419582366943,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,relu,"(60, 45)",adaptive,500000.0,sgd
5.687.636.852.264.400,0.0,0.0087652206420898,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,relu,"(75, 75)",constant,500000.0,sgd
4.672.912.120.819.090,0.0,0.0084967613220214,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,relu,"(75, 90)",constant,500000.0,sgd
599.219.822.883.606,0.0,0.0107958316802978,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,relu,"(20, 40, 20)",constant,500000.0,sgd
0.6322798728942871,0.0,0.0104589462280273,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,identity,"(100, 100, 40)",adaptive,500000.0,adam
12.795.250.415.802.000,0.0,0.0086209774017333,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",constant,500000.0,sgd
2.011.354.684.829.710,0.0,0.0131161212921142,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",constant,500000.0,sgd
17.234.046.459.197.900,0.0,0.0093472003936767,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",constant,500000.0,sgd
157.578.706.741.333,0.0,0.0087599754333496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,relu,"(30, 30)",constant,500000.0,sgd
22.955.713.272.094.700,0.0,0.0090255737304687,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,relu,"(30, 30)",adaptive,500000.0,sgd
29.253.439.903.259.200,0.0,0.0081419944763183,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,relu,"(45, 60)",constant,500000.0,sgd
7.489.376.068.115.230,0.0,0.0117888450622558,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,relu,"(75, 75)",adaptive,500000.0,sgd
4.774.010.896.682.730,0.0,0.0113131999969482,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,relu,"(20, 60, 20)",constant,500000.0,sgd
0.3310420513153076,0.0,0.0078239440917968,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,85,invscaling,500000.0,adam
0.35373735427856445,0.0,0.0086588859558105,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,95,invscaling,500000.0,adam
0.5517640113830566,0.0,0.0085129737854003,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(15, 75)",constant,500000.0,adam
0.3283660411834717,0.0,0.0077190399169921,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(30, 15)",constant,500000.0,adam
0.46076393127441406,0.0,0.0082659721374511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(45, 45)",invscaling,500000.0,adam
0.48516297340393066,0.0,0.0141360759735107,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(45, 45)",adaptive,500000.0,adam
0.43434596061706543,0.0,0.0092401504516601,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(45, 60)",invscaling,500000.0,adam
0.3661801815032959,0.0,0.0114748477935791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(45, 60)",adaptive,500000.0,adam
0.4133319854736328,0.0,0.0145840644836425,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 60)",constant,500000.0,adam
0.4517529010772705,0.0,0.0090620517730712,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 60)",invscaling,500000.0,adam
0.5108461380004883,0.0,0.0124547481536865,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 75)",adaptive,500000.0,adam
0.4526698589324951,0.0,0.0138349533081054,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 90)",constant,500000.0,adam
0.4684450626373291,0.0,0.0115580558776855,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(75, 90)",invscaling,500000.0,adam
0.43575096130371094,0.0,0.0095391273498535,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(75, 90)",adaptive,500000.0,adam
0.3424670696258545,0.0,0.0131371021270751,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(90, 15)",invscaling,500000.0,adam
0.4724569320678711,0.0,0.0154101848602294,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(90, 15)",adaptive,500000.0,adam
0.5359632968902588,0.0,0.0098297595977783,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(90, 45)",invscaling,500000.0,adam
0.6162919998168945,0.0,0.0104632377624511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(90, 75)",constant,500000.0,adam
0.38262486457824707,0.0,0.0117490291595458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(90, 90)",constant,500000.0,adam
0.38497209548950195,0.0,0.0125749111175537,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 20, 40)",adaptive,500000.0,adam
0.32283997535705566,0.0,0.011502981185913,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 40, 20)",constant,500000.0,adam
0.4833638668060303,0.0,0.0098133087158203,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 40, 60)",adaptive,500000.0,adam
0.5225329399108887,0.0,0.0152080059051513,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 60, 80)",invscaling,500000.0,adam
0.44226789474487305,0.0,0.010782241821289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 80, 40)",adaptive,500000.0,adam
0.9538331031799316,0.0,0.009347915649414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 80, 100)",constant,500000.0,adam
0.6043939590454102,0.0,0.0095279216766357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 80, 100)",adaptive,500000.0,adam
0.6445579528808594,0.0,0.009253978729248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 100, 100)",invscaling,500000.0,adam
0.39569711685180664,0.0,0.0107729434967041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 20, 20)",invscaling,500000.0,adam
0.38553595542907715,0.0,0.0096499919891357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 40, 60)",adaptive,500000.0,adam
0.50520920753479,0.0,0.0089747905731201,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 60, 20)",constant,500000.0,adam
0.5921792984008789,0.0,0.0095818042755126,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 60, 80)",constant,500000.0,adam
0.5109670162200928,0.0,0.0113978385925292,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 60, 100)",constant,500000.0,adam
0.3823397159576416,0.0,0.0099539756774902,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 80, 60)",adaptive,500000.0,adam
0.4597928524017334,0.0,0.0098381042480468,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 100, 40)",adaptive,500000.0,adam
0.6151165962219238,0.0,0.0120213031768798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 100, 60)",adaptive,500000.0,adam
0.6340959072113037,0.0,0.0152180194854736,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 100, 80)",adaptive,500000.0,adam
0.44242310523986816,0.0,0.0117690563201904,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 20, 40)",adaptive,500000.0,adam
0.28833889961242676,0.0,0.0091290473937988,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 20, 60)",constant,500000.0,adam
0.33969783782958984,0.0,0.0109810829162597,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 40, 20)",constant,500000.0,adam
0.3138718605041504,0.0,0.0127441883087158,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 40, 40)",invscaling,500000.0,adam
0.37862586975097656,0.0,0.0098421573638916,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 40, 100)",adaptive,500000.0,adam
0.4602530002593994,0.0,0.0094380378723144,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 60, 20)",adaptive,500000.0,adam
0.33382606506347656,0.0,0.0113759040832519,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 60, 40)",adaptive,500000.0,adam
0.5806148052215576,0.0,0.0096492767333984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 80, 40)",adaptive,500000.0,adam
0.48930883407592773,0.0,0.0115010738372802,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 40, 20)",invscaling,500000.0,adam
0.4235069751739502,0.0,0.0098538398742675,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 40, 60)",adaptive,500000.0,adam
0.5335679054260254,0.0,0.0086872577667236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 40, 80)",adaptive,500000.0,adam
0.4176340103149414,0.0,0.0110089778900146,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 40, 100)",invscaling,500000.0,adam
0.531512975692749,0.0,0.0103058815002441,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 80, 40)",constant,500000.0,adam
0.44132399559020996,0.0,0.0095071792602539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 100, 20)",invscaling,500000.0,adam
0.3569600582122803,0.0,0.0107326507568359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 20, 20)",constant,500000.0,adam
0.45103907585144043,0.0,0.0164411067962646,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 20, 20)",invscaling,500000.0,adam
0.3758280277252197,0.0,0.0096619129180908,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 20, 100)",constant,500000.0,adam
0.5028679370880127,0.0,0.0103580951690673,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 20, 100)",invscaling,500000.0,adam
0.6185390949249268,0.0,0.01121187210083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 40, 40)",invscaling,500000.0,adam
0.49915313720703125,0.0,0.0134830474853515,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 40, 60)",invscaling,500000.0,adam
0.5007879734039307,0.0,0.0144069194793701,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 40, 60)",adaptive,500000.0,adam
0.5393679141998291,0.0,0.0109717845916748,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 60, 60)",invscaling,500000.0,adam
0.6097638607025146,0.0,0.0094430446624755,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 60, 80)",adaptive,500000.0,adam
0.5550591945648193,0.0,0.0098288059234619,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 60, 100)",adaptive,500000.0,adam
0.517646312713623,0.0,0.0156209468841552,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 80, 100)",constant,500000.0,adam
0.6501350402832031,0.0,0.0117747783660888,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 100, 60)",constant,500000.0,adam
11.291.611.194.610.500,0.0,0.0076818466186523,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(45, 15)",invscaling,500000.0,adam
13.905.258.178.710.900,0.0,0.0121769905090332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(45, 30)",invscaling,500000.0,adam
14.186.041.355.133.000,0.0,0.0106360912322998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(75, 15)",adaptive,500000.0,adam
18.258.328.437.805.100,0.0,0.0089311599731445,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",constant,500000.0,adam
2.218.291.997.909.540,0.0,0.0097367763519287,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",invscaling,500000.0,adam
21.344.850.063.323.900,0.0,0.0089919567108154,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",constant,500000.0,adam
2.716.571.092.605.590,0.0,0.0092489719390869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",invscaling,500000.0,adam
13.645.908.832.550.000,0.0,0.0093219280242919,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",invscaling,500000.0,adam
2.627.419.948.577.880,0.0,0.0090360641479492,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",constant,500000.0,adam
224.906.587.600.708,0.0,0.0094659328460693,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",invscaling,500000.0,adam
2.148.184.061.050.410,0.0,0.0098860263824462,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",adaptive,500000.0,adam
16.552.748.680.114.700,0.0,0.0101711750030517,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",constant,500000.0,adam
19.027.070.999.145.500,0.0,0.0086169242858886,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",constant,500000.0,adam
17.208.900.451.660.100,0.0,0.0093750953674316,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",adaptive,500000.0,adam
2.502.303.123.474.120,0.0,0.0089898109436035,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",constant,500000.0,adam
0.850787878036499,0.0,0.0076169967651367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(30, 15)",adaptive,500000.0,sgd
21.549.110.412.597.600,0.0,0.0087242126464843,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",adaptive,500000.0,sgd
13.252.580.165.863.000,0.0,0.0133907794952392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",constant,500000.0,sgd
24.625.461.101.531.900,0.0,0.0122268199920654,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",adaptive,500000.0,sgd
3.325.376.033.782.950,0.0,0.0086128711700439,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",adaptive,500000.0,sgd
23.068.947.792.053.200,0.0,0.0097882747650146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",constant,500000.0,sgd
16.413.159.370.422.300,0.0,0.0086250305175781,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,relu,"(15, 30)",constant,500000.0,sgd
0.5260889530181885,0.0,0.0083310604095458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,20,constant,500000.0,adam
0.340390682220459,0.0,0.0406169891357421,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,30,constant,500000.0,adam
0.37873411178588867,0.0,0.0079727172851562,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,30,adaptive,500000.0,adam
0.4041459560394287,0.0,0.0130691528320312,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,40,adaptive,500000.0,adam
0.40125417709350586,0.0,0.0110478401184082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,50,constant,500000.0,adam
0.3477203845977783,0.0,0.0164368152618408,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,55,constant,500000.0,adam
0.3658428192138672,0.0,0.0108108520507812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,55,adaptive,500000.0,adam
0.43758606910705566,0.0,0.0081298351287841,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,60,constant,500000.0,adam
0.3854970932006836,0.0,0.0109241008758544,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,60,adaptive,500000.0,adam
0.26846885681152344,0.0,0.0102531909942626,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,65,adaptive,500000.0,adam
0.4468417167663574,0.0,0.0116579532623291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,70,constant,500000.0,adam
0.42455601692199707,0.0,0.0109450817108154,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,70,invscaling,500000.0,adam
0.35434579849243164,0.0,0.0098853111267089,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,75,constant,500000.0,adam
0.4062032699584961,0.0,0.0100848674774169,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,75,invscaling,500000.0,adam
0.38408398628234863,0.0,0.0099561214447021,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,75,adaptive,500000.0,adam
0.39169788360595703,0.0,0.0112178325653076,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,80,adaptive,500000.0,adam
0.39777612686157227,0.0,0.0090730190277099,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,90,invscaling,500000.0,adam
0.3324768543243408,0.0,0.011254072189331,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,95,constant,500000.0,adam
0.3056831359863281,0.0,0.0083158016204833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,95,adaptive,500000.0,adam
0.38535404205322266,0.0,0.0099897384643554,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,100,constant,500000.0,adam
0.37981581687927246,0.0,0.0103921890258789,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,100,invscaling,500000.0,adam
0.33240485191345215,0.0,0.0105781555175781,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,100,adaptive,500000.0,adam
0.3627970218658447,0.0,0.0092248916625976,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 30)",constant,500000.0,adam
0.39892101287841797,0.0,0.0104420185089111,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 30)",invscaling,500000.0,adam
0.4878520965576172,0.0,0.0096209049224853,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 30)",adaptive,500000.0,adam
0.6287431716918945,0.0,0.008516788482666,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 45)",constant,500000.0,adam
0.5759880542755127,0.0,0.0156388282775878,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 45)",invscaling,500000.0,adam
0.37290215492248535,0.0,0.0082528591156005,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 45)",adaptive,500000.0,adam
0.39050912857055664,0.0,0.0092389583587646,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 60)",constant,500000.0,adam
0.46094679832458496,0.0,0.0094521045684814,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 60)",invscaling,500000.0,adam
0.36282896995544434,0.0,0.0081169605255126,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 60)",adaptive,500000.0,adam
0.38518190383911133,0.0,0.0082111358642578,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 75)",invscaling,500000.0,adam
0.41283297538757324,0.0,0.0111470222473144,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 15)",invscaling,500000.0,adam
0.4517498016357422,0.0,0.0109839439392089,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 15)",adaptive,500000.0,adam
0.41051435470581055,0.0,0.0078787803649902,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 30)",constant,500000.0,adam
0.5088880062103271,0.0,0.0108921527862548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 45)",invscaling,500000.0,adam
0.37671661376953125,0.0,0.0104410648345947,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 60)",constant,500000.0,adam
0.4827229976654053,0.0,0.0082948207855224,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 60)",adaptive,500000.0,adam
0.454193115234375,0.0,0.0113959312438964,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 75)",adaptive,500000.0,adam
0.48650097846984863,0.0,0.0134108066558837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 90)",constant,500000.0,adam
0.40044116973876953,0.0,0.008401870727539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 90)",invscaling,500000.0,adam
0.561866044998169,0.0,0.0146007537841796,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 90)",adaptive,500000.0,adam
0.3171579837799072,0.0,0.0103211402893066,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 15)",adaptive,500000.0,adam
0.4645049571990967,0.0,0.0086028575897216,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 30)",constant,500000.0,adam
0.4330019950866699,0.0,0.0085089206695556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 30)",invscaling,500000.0,adam
0.49726271629333496,0.0,0.0099329948425292,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 60)",constant,500000.0,adam
0.6909079551696777,0.0,0.0108962059020996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 75)",invscaling,500000.0,adam
0.37601470947265625,0.0,0.0114393234252929,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 75)",adaptive,500000.0,adam
0.5150198936462402,0.0,0.0159029960632324,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 90)",constant,500000.0,adam
0.616121768951416,0.0,0.0125231742858886,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 90)",invscaling,500000.0,adam
0.4338490962982178,0.0,0.0122041702270507,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 15)",constant,500000.0,adam
0.47707104682922363,0.0,0.0062060356140136,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 15)",invscaling,500000.0,adam
0.4879939556121826,0.0,0.009225845336914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 15)",adaptive,500000.0,adam
0.3820369243621826,0.0,0.0092830657958984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 30)",constant,500000.0,adam
0.34999990463256836,0.0,0.009857177734375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 30)",invscaling,500000.0,adam
0.2537682056427002,0.0,0.0104918479919433,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 45)",invscaling,500000.0,adam
0.5100753307342529,0.0,0.0112218856811523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 45)",adaptive,500000.0,adam
0.44568490982055664,0.0,0.0098121166229248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 90)",invscaling,500000.0,adam
0.49744105339050293,0.0,0.0098540782928466,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 90)",adaptive,500000.0,adam
0.429797887802124,0.0,0.0110020637512207,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 15)",constant,500000.0,adam
0.4228248596191406,0.0,0.0118978023529052,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 15)",invscaling,500000.0,adam
0.3518190383911133,0.0,0.0109038352966308,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 30)",constant,500000.0,adam
0.45381975173950195,0.0,0.0102581977844238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 30)",invscaling,500000.0,adam
0.5706870555877686,0.0,0.0108451843261718,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 60)",constant,500000.0,adam
0.5981850624084473,0.0,0.0128259658813476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 75)",adaptive,500000.0,adam
0.32492804527282715,0.0,0.0109961032867431,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 15)",constant,500000.0,adam
0.3141310214996338,0.0,0.0109579563140869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 30)",invscaling,500000.0,adam
0.43307924270629883,0.0,0.0094189643859863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 30)",adaptive,500000.0,adam
0.35125303268432617,0.0,0.0161130428314209,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 45)",constant,500000.0,adam
0.6015689373016357,0.0,0.0112068653106689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 45)",adaptive,500000.0,adam
0.3569958209991455,0.0,0.0100059509277343,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 60)",constant,500000.0,adam
0.4312150478363037,0.0,0.0121738910675048,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 60)",invscaling,500000.0,adam
0.4281880855560303,0.0,0.0157859325408935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 60)",adaptive,500000.0,adam
0.5528771877288818,0.0,0.0097959041595458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 75)",invscaling,500000.0,adam
0.6103570461273193,0.0,0.0093388557434082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 90)",invscaling,500000.0,adam
0.6671779155731201,0.0,0.0094790458679199,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 20, 20)",constant,500000.0,adam
0.5577049255371094,0.0,0.0112431049346923,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 20, 40)",constant,500000.0,adam
0.5011069774627686,0.0,0.0103240013122558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 20, 100)",constant,500000.0,adam
0.5049710273742676,0.0,0.0084369182586669,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 40, 20)",adaptive,500000.0,adam
0.5228726863861084,0.0,0.0099692344665527,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 40, 40)",adaptive,500000.0,adam
0.5160901546478271,0.0,0.012955904006958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 40, 60)",constant,500000.0,adam
0.4386608600616455,0.0,0.0103490352630615,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 60, 20)",constant,500000.0,adam
0.6689009666442871,0.0,0.0093839168548583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 60, 40)",adaptive,500000.0,adam
0.63521409034729,0.0,0.0092449188232421,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 60, 80)",constant,500000.0,adam
0.5384750366210938,0.0,0.0092389583587646,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 60, 100)",adaptive,500000.0,adam
0.6567127704620361,0.0,0.0100963115692138,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 80, 20)",invscaling,500000.0,adam
0.48767995834350586,0.0,0.0104281902313232,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 80, 40)",constant,500000.0,adam
0.45052409172058105,0.0,0.0081501007080078,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 80, 40)",invscaling,500000.0,adam
0.34229183197021484,0.0,0.011254072189331,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 80, 60)",constant,500000.0,adam
0.43221306800842285,0.0,0.0100977420806884,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 100, 20)",invscaling,500000.0,adam
0.3421149253845215,0.0,0.0129380226135253,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 100, 40)",invscaling,500000.0,adam
0.6551141738891602,0.0,0.0137939453125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 100, 60)",constant,500000.0,adam
0.44173574447631836,0.0,0.009073257446289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 100, 80)",constant,500000.0,adam
0.7253818511962891,0.0,0.0089662075042724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 100, 100)",adaptive,500000.0,adam
0.5245449542999268,0.0,0.0091731548309326,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 20)",constant,500000.0,adam
0.44932985305786133,0.0,0.0092051029205322,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 40)",invscaling,500000.0,adam
0.44050097465515137,0.0,0.008836030960083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 40)",adaptive,500000.0,adam
0.5328369140625,0.0,0.0114350318908691,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 80)",constant,500000.0,adam
0.40617918968200684,0.0,0.0098137855529785,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 80)",adaptive,500000.0,adam
0.6275041103363037,0.0,0.0112347602844238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 100)",constant,500000.0,adam
0.5870211124420166,0.0,0.0100648403167724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 100)",adaptive,500000.0,adam
0.45640015602111816,0.0,0.0136547088623046,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 40, 60)",constant,500000.0,adam
0.35329103469848633,0.0,0.0088000297546386,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 60, 20)",invscaling,500000.0,adam
0.3894681930541992,0.0,0.0120971202850341,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 60, 40)",invscaling,500000.0,adam
0.5349879264831543,0.0,0.0127780437469482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 60, 80)",invscaling,500000.0,adam
0.4593679904937744,0.0,0.0101158618927001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 60, 80)",adaptive,500000.0,adam
0.38527417182922363,0.0,0.0090398788452148,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 20)",constant,500000.0,adam
0.5031390190124512,0.0,0.0100538730621337,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 20)",invscaling,500000.0,adam
0.38328027725219727,0.0,0.0105369091033935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 20)",adaptive,500000.0,adam
0.32740306854248047,0.0,0.0147359371185302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 40)",constant,500000.0,adam
0.8083083629608154,0.0,0.0099568367004394,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 40)",adaptive,500000.0,adam
0.41407203674316406,0.0,0.0145199298858642,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 60)",invscaling,500000.0,adam
0.440399169921875,0.0,0.0105259418487548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 80)",constant,500000.0,adam
0.4713938236236572,0.0,0.0094730854034423,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 80)",invscaling,500000.0,adam
0.5952451229095459,0.0,0.0101938247680664,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 100)",invscaling,500000.0,adam
0.46491098403930664,0.0,0.0119869709014892,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 100, 20)",constant,500000.0,adam
0.5677390098571777,0.0,0.0120041370391845,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 100, 20)",invscaling,500000.0,adam
0.31076478958129883,0.0,0.0097920894622802,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 100, 20)",adaptive,500000.0,adam
0.3269689083099365,0.0,0.0097460746765136,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 100, 40)",invscaling,500000.0,adam
0.5917532444000244,0.0,0.0102326869964599,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 100, 80)",constant,500000.0,adam
0.43219780921936035,0.0,0.0118441581726074,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 20, 20)",invscaling,500000.0,adam
0.4535820484161377,0.0,0.009761095046997,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 20, 40)",constant,500000.0,adam
0.5221879482269287,0.0,0.008350133895874,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 20, 60)",adaptive,500000.0,adam
0.4484260082244873,0.0,0.0087621212005615,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 20, 80)",constant,500000.0,adam
0.3566560745239258,0.0,0.0109028816223144,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 20, 80)",adaptive,500000.0,adam
0.3968348503112793,0.0,0.0090539455413818,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 20)",invscaling,500000.0,adam
0.3517131805419922,0.0,0.0097730159759521,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 40)",adaptive,500000.0,adam
0.40015101432800293,0.0,0.0119249820709228,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 60)",constant,500000.0,adam
0.6878519058227539,0.0,0.0092470645904541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 60)",invscaling,500000.0,adam
0.5088400840759277,0.0,0.0095307826995849,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 80)",invscaling,500000.0,adam
0.6569540500640869,0.0,0.0087158679962158,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 100)",constant,500000.0,adam
0.447376012802124,0.0,0.0102689266204833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 60, 20)",constant,500000.0,adam
0.49666309356689453,0.0,0.0094320774078369,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 60, 60)",constant,500000.0,adam
0.5142850875854492,0.0,0.0098628997802734,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 60, 80)",constant,500000.0,adam
0.6395041942596436,0.0,0.0127339363098144,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 60, 100)",constant,500000.0,adam
0.523021936416626,0.0,0.0223140716552734,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 60, 100)",invscaling,500000.0,adam
0.40143799781799316,0.0,0.0130760669708251,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 20)",constant,500000.0,adam
0.5111486911773682,0.0,0.0096731185913085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 20)",adaptive,500000.0,adam
0.43119287490844727,0.0,0.0071511268615722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 40)",invscaling,500000.0,adam
0.46055030822753906,0.0,0.0114717483520507,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 60)",invscaling,500000.0,adam
0.4343068599700928,0.0,0.0140469074249267,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 60)",adaptive,500000.0,adam
0.4302518367767334,0.0,0.0086269378662109,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 80)",constant,500000.0,adam
0.49619603157043457,0.0,0.010300874710083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 100, 20)",invscaling,500000.0,adam
0.39806413650512695,0.0,0.014554738998413,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 100, 40)",constant,500000.0,adam
0.5327129364013672,0.0,0.0103888511657714,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 100, 80)",constant,500000.0,adam
0.45637011528015137,0.0,0.0075170993804931,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 20, 20)",constant,500000.0,adam
0.35247111320495605,0.0,0.0121231079101562,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 20, 20)",adaptive,500000.0,adam
0.3992469310760498,0.0,0.009479284286499,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 20, 60)",adaptive,500000.0,adam
0.4031550884246826,0.0,0.0095059871673583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 20, 100)",invscaling,500000.0,adam
0.41425204277038574,0.0,0.0122249126434326,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 20, 100)",adaptive,500000.0,adam
0.3635880947113037,0.0,0.0114068984985351,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 40, 40)",adaptive,500000.0,adam
0.3754720687866211,0.0,0.0095689296722412,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 40, 60)",invscaling,500000.0,adam
0.5440030097961426,0.0,0.0096478462219238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 40, 80)",constant,500000.0,adam
0.47734618186950684,0.0,0.0113799571990966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 20)",constant,500000.0,adam
0.4553399085998535,0.0,0.0096368789672851,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 20)",invscaling,500000.0,adam
0.418241024017334,0.0,0.0111370086669921,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 20)",adaptive,500000.0,adam
0.4108998775482178,0.0,0.0106520652770996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 40)",invscaling,500000.0,adam
0.4844520092010498,0.0,0.0094850063323974,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 40)",adaptive,500000.0,adam
0.6256837844848633,0.0,0.0095951557159423,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 60)",invscaling,500000.0,adam
0.5096051692962646,0.0,0.0161547660827636,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 60)",adaptive,500000.0,adam
0.5278830528259277,0.0,0.011707067489624,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 80, 60)",invscaling,500000.0,adam
0.4069797992706299,0.0,0.0146951675415039,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 80, 100)",constant,500000.0,adam
0.518272876739502,0.0,0.0094327926635742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 40)",constant,500000.0,adam
0.4158170223236084,0.0,0.0104010105133056,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 40)",invscaling,500000.0,adam
0.4747438430786133,0.0,0.0112099647521972,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 60)",invscaling,500000.0,adam
0.5311896800994873,0.0,0.0103261470794677,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 60)",adaptive,500000.0,adam
0.5184252262115479,0.0,0.0112309455871582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 80)",invscaling,500000.0,adam
0.6205029487609863,0.0,0.0141639709472656,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 100)",adaptive,500000.0,adam
0.4285919666290283,0.0,0.0103881359100341,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 20)",adaptive,500000.0,adam
0.42386293411254883,0.0,0.0104398727416992,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 40)",constant,500000.0,adam
0.35606884956359863,0.0,0.0114648342132568,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 40)",adaptive,500000.0,adam
0.43843722343444824,0.0,0.0135769844055175,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 60)",invscaling,500000.0,adam
0.47464704513549805,0.0,0.0097401142120361,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 60)",adaptive,500000.0,adam
0.5098850727081299,0.0,0.0140478610992431,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 80)",constant,500000.0,adam
0.4318511486053467,0.0,0.0097887516021728,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 20)",constant,500000.0,adam
0.41922521591186523,0.0,0.0118436813354492,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 20)",adaptive,500000.0,adam
0.49998998641967773,0.0,0.0102779865264892,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 80)",constant,500000.0,adam
0.4965171813964844,0.0,0.0226969718933105,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 80)",invscaling,500000.0,adam
0.4574129581451416,0.0,0.0118381977081298,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 100)",invscaling,500000.0,adam
0.5033338069915771,0.0,0.0138521194458007,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 100)",adaptive,500000.0,adam
0.4792969226837158,0.0,0.0088169574737548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 60, 40)",adaptive,500000.0,adam
0.6858961582183838,0.0,0.0141329765319824,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 60, 60)",constant,500000.0,adam
0.5348968505859375,0.0,0.0107350349426269,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 60, 80)",constant,500000.0,adam
0.5033931732177734,0.0,0.0152089595794677,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 60, 80)",invscaling,500000.0,adam
0.6711139678955078,0.0,0.0157580375671386,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 60, 100)",constant,500000.0,adam
0.502382755279541,0.0,0.0104820728302001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 80, 20)",constant,500000.0,adam
0.4549601078033447,0.0,0.0098137855529785,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 80, 20)",invscaling,500000.0,adam
0.5187461376190186,0.0,0.0125539302825927,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 80, 60)",constant,500000.0,adam
0.7507951259613037,0.0,0.0107667446136474,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 80, 80)",invscaling,500000.0,adam
0.5640017986297607,0.0,0.0096440315246582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 80, 100)",adaptive,500000.0,adam
0.4665660858154297,0.0,0.0114297866821289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 100, 20)",adaptive,500000.0,adam
0.6604809761047363,0.0,0.0129179954528808,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 100, 40)",constant,500000.0,adam
0.5730829238891602,0.0,0.0112140178680419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 100, 40)",invscaling,500000.0,adam
21.542.656.421.661.300,0.0,0.0164310932159423,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",adaptive,500000.0,sgd
19.564.878.940.582.200,0.0,0.0090610980987548,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",constant,500000.0,sgd
17.006.289.958.953.800,0.0,0.0089342594146728,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",constant,500000.0,sgd
2.625.823.974.609.370,0.0,0.0093963146209716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",adaptive,500000.0,sgd
3.636.319.875.717.160,0.0,0.0098929405212402,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",adaptive,500000.0,sgd
1.038.459.062.576.290,0.0,0.0079827308654785,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,relu,100,constant,500000.0,sgd
0.43808698654174805,0.0,0.0120339393615722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(15, 15)",adaptive,500000.0,adam
0.32021617889404297,0.0,0.011301040649414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(45, 75)",constant,500000.0,adam
0.4493529796600342,0.0,0.0098018646240234,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(60, 45)",constant,500000.0,adam
0.355241060256958,0.0,0.0121338367462158,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(75, 45)",adaptive,500000.0,adam
0.5586659908294678,0.0,0.0117480754852294,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(90, 90)",adaptive,500000.0,adam
0.2670438289642334,0.0,0.0080969333648681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(20, 20, 40)",invscaling,500000.0,adam
0.519981861114502,0.0,0.0104010105133056,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(20, 20, 60)",constant,500000.0,adam
0.431596040725708,0.0,0.0097658634185791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(20, 40, 40)",constant,500000.0,adam
0.6460621356964111,0.0,0.009455919265747,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(20, 100, 20)",constant,500000.0,adam
0.33159518241882324,0.0,0.0113179683685302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(20, 100, 40)",constant,500000.0,adam
0.3626220226287842,0.0,0.0112419128417968,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(60, 20, 40)",invscaling,500000.0,adam
0.5884151458740234,0.0,0.0114140510559082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(60, 40, 60)",adaptive,500000.0,adam
0.4891810417175293,0.0,0.0104310512542724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(60, 100, 80)",invscaling,500000.0,adam
0.38739609718322754,0.0,0.0126521587371826,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(80, 20, 20)",invscaling,500000.0,adam
0.5164170265197754,0.0,0.0092241764068603,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(80, 40, 40)",constant,500000.0,adam
0.40932703018188477,0.0,0.0104172229766845,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(80, 80, 60)",constant,500000.0,adam
0.6750762462615967,0.0,0.010761022567749,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(80, 80, 80)",adaptive,500000.0,adam
0.389815092086792,0.0,0.0129158496856689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(80, 100, 40)",adaptive,500000.0,adam
0.4334735870361328,0.0,0.0101313591003417,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 20, 60)",constant,500000.0,adam
0.5024020671844482,0.0,0.0098838806152343,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 20, 80)",invscaling,500000.0,adam
0.45604920387268066,0.0,0.0097780227661132,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 40, 40)",adaptive,500000.0,adam
0.7155718803405762,0.0,0.0098040103912353,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 40, 100)",constant,500000.0,adam
0.4698147773742676,0.0,0.0105493068695068,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 60, 20)",constant,500000.0,adam
0.7696840763092041,0.0,0.0102880001068115,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 80, 40)",constant,500000.0,adam
0.5708358287811279,0.0,0.0116999149322509,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 80, 80)",adaptive,500000.0,adam
16.333.539.485.931.300,0.0,0.0084760189056396,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 100, 100)",adaptive,500000.0,sgd
0.8176860809326172,0.0,0.008713960647583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.6964285714285714,0.6964285714285714,0.0,5406,0.7586206896551724,0.7586206896551724,0.0,3698,0.9069767441860463,0.9069767441860463,0.0,3336,0.7878787878787877,0.7878787878787877,0.0,3354,MLPClassifier,,,,,,,relu,5,constant,500000.0,lbfgs
1.436.950.922.012.320,0.0,0.0114340782165527,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.6964285714285714,0.6964285714285714,0.0,5406,0.7586206896551724,0.7586206896551724,0.0,3698,0.9069767441860463,0.9069767441860463,0.0,3336,0.7878787878787877,0.7878787878787877,0.0,3354,MLPClassifier,,,,,,,relu,5,adaptive,500000.0,adam
7.060.322.999.954.220,0.0,0.007922887802124,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6964285714285714,0.6964285714285714,0.0,5406,0.7586206896551724,0.7586206896551724,0.0,3698,0.9069767441860463,0.9069767441860463,0.0,3336,0.7878787878787877,0.7878787878787877,0.0,3354,MLPClassifier,,,,,,,relu,"(20, 20, 40)",constant,500000.0,sgd
29.218.590.259.552,0.0,0.0096077919006347,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7037037037037037,0.7037037037037037,0.0,5276,0.7586206896551724,0.7586206896551724,0.0,3698,0.8837209302325582,0.8837209302325582,0.0,3367,0.7835051546391752,0.7835051546391752,0.0,3393,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",constant,500000.0,adam
31.169.979.572.296.100,0.0,0.0092699527740478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7037037037037037,0.7037037037037037,0.0,5276,0.7586206896551724,0.7586206896551724,0.0,3698,0.8837209302325582,0.8837209302325582,0.0,3367,0.7835051546391752,0.7835051546391752,0.0,3393,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",constant,500000.0,adam
984.605.598.449.707,0.0,0.0087659358978271,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7037037037037037,0.7037037037037037,0.0,5276,0.7586206896551724,0.7586206896551724,0.0,3698,0.8837209302325582,0.8837209302325582,0.0,3367,0.7835051546391752,0.7835051546391752,0.0,3393,MLPClassifier,,,,,,,relu,"(20, 60, 100)",constant,500000.0,sgd
19.319.438.934.326.100,0.0,0.009336233139038,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",adaptive,500000.0,sgd
24.279.298.782.348.600,0.0,0.0086729526519775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",constant,500000.0,sgd
2.432.525.157.928.460,0.0,0.0090277194976806,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",adaptive,500000.0,sgd
18.733.501.434.326.100,0.0,0.0091767311096191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",adaptive,500000.0,sgd
2.268.505.096.435.540,0.0,0.0093319416046142,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,relu,"(30, 15)",constant,500000.0,sgd
3.360.208.034.515.380,0.0,0.0078818798065185,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,relu,"(30, 15)",adaptive,500000.0,sgd
562.471.604.347.229,0.0,0.0084638595581054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,relu,"(60, 90)",adaptive,500000.0,sgd
0.42815089225769043,0.0,0.013477087020874,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,50,invscaling,500000.0,adam
0.39237403869628906,0.0,0.0135409832000732,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,65,invscaling,500000.0,adam
0.41251111030578613,0.0,0.0079789161682128,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(15, 15)",invscaling,500000.0,adam
0.3078148365020752,0.0,0.0149979591369628,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(30, 30)",invscaling,500000.0,adam
0.48091793060302734,0.0,0.0191948413848876,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(60, 75)",invscaling,500000.0,adam
0.49573302268981934,0.0,0.0137090682983398,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(75, 90)",constant,500000.0,adam
0.49188971519470215,0.0,0.0114409923553466,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(20, 40, 20)",invscaling,500000.0,adam
0.5790657997131348,0.0,0.0103850364685058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(20, 40, 80)",adaptive,500000.0,adam
0.3471553325653076,0.0,0.0107645988464355,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 20, 60)",constant,500000.0,adam
0.4044930934906006,0.0,0.0088472366333007,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 20, 60)",invscaling,500000.0,adam
0.3476080894470215,0.0,0.0097877979278564,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 40, 20)",invscaling,500000.0,adam
0.5377888679504395,0.0,0.0145342350006103,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 40, 80)",constant,500000.0,adam
0.4153892993927002,0.0,0.0092968940734863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 40, 100)",adaptive,500000.0,adam
0.5180160999298096,0.0,0.0090348720550537,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 60, 100)",invscaling,500000.0,adam
0.6901330947875977,0.0,0.0096750259399414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 100, 100)",adaptive,500000.0,adam
0.45971202850341797,0.0,0.014327049255371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(60, 20, 60)",invscaling,500000.0,adam
0.4869980812072754,0.0,0.0112848281860351,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(60, 20, 100)",invscaling,500000.0,adam
0.4102160930633545,0.0,0.0090501308441162,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(60, 60, 60)",invscaling,500000.0,adam
0.49544334411621094,0.0,0.0103087425231933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(60, 100, 20)",constant,500000.0,adam
0.4360373020172119,0.0,0.0108778476715087,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(80, 20, 40)",constant,500000.0,adam
0.45333194732666016,0.0,0.0118651390075683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(80, 20, 80)",constant,500000.0,adam
0.47095489501953125,0.0,0.0136702060699462,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(80, 40, 20)",constant,500000.0,adam
0.47864389419555664,0.0,0.009793996810913,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(80, 60, 80)",invscaling,500000.0,adam
0.46134018898010254,0.0,0.014941930770874,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(80, 60, 100)",constant,500000.0,adam
0.5587680339813232,0.0,0.0095667839050292,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(100, 40, 20)",invscaling,500000.0,adam
0.48790764808654785,0.0,0.011336326599121,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(100, 60, 40)",invscaling,500000.0,adam
0.5029001235961914,0.0,0.0174949169158935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(100, 60, 100)",invscaling,500000.0,adam
0.8888359069824219,0.0,0.0117239952087402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(100, 100, 100)",constant,500000.0,adam
28.114.988.803.863.500,0.0,0.0133070945739746,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(90, 90)",constant,500000.0,adam
19.937.539.100.646.900,0.0,0.0111410617828369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",adaptive,500000.0,adam
19.902.069.568.634.000,0.0,0.0093719959259033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",invscaling,500000.0,adam
16.717.720.031.738.200,0.0,0.0088419914245605,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",adaptive,500000.0,adam
18.208.560.943.603.500,0.0,0.0099158287048339,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",invscaling,500000.0,adam
24.218.709.468.841.500,0.0,0.0091700553894042,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",constant,500000.0,adam
2.120.121.955.871.580,0.0,0.0123381614685058,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",invscaling,500000.0,adam
2.607.177.972.793.570,0.0,0.0084619522094726,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",adaptive,500000.0,adam
15.284.290.313.720.700,0.0,0.0082790851593017,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",constant,500000.0,adam
18.987.441.062.927.200,0.0,0.0082008838653564,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",invscaling,500000.0,adam
1.975.130.319.595.330,0.0,0.0091450214385986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",adaptive,500000.0,adam
2.735.074.043.273.920,0.0,0.0104458332061767,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",constant,500000.0,adam
16.511.058.807.373.000,0.0,0.009145975112915,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",adaptive,500000.0,adam
18.159.990.310.668.900,0.0,0.0142920017242431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",invscaling,500000.0,adam
23.187.670.707.702.600,0.0,0.0095601081848144,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",invscaling,500000.0,adam
22.818.763.256.073,0.0,0.0092618465423583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",invscaling,500000.0,adam
2.659.503.221.511.840,0.0,0.0087800025939941,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",adaptive,500000.0,adam
19.397.108.554.840.000,0.0,0.0096750259399414,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",invscaling,500000.0,adam
0.78826904296875,0.0,0.0137801170349121,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(30, 45)",constant,500000.0,sgd
2.554.438.829.421.990,0.0,0.0087969303131103,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",adaptive,500000.0,sgd
3.134.489.059.448.240,0.0,0.0089979171752929,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",adaptive,500000.0,sgd
2.282.006.025.314.330,0.0,0.0090670585632324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",constant,500000.0,sgd
18.675.851.821.899.400,0.0,0.0095460414886474,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",adaptive,500000.0,sgd
2.572.505.235.671.990,0.0,0.0095579624176025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",adaptive,500000.0,sgd
2.451.035.261.154.170,0.0,0.0142667293548583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",adaptive,500000.0,sgd
4.258.226.156.234.740,0.0,0.0197100639343261,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",adaptive,500000.0,sgd
3.472.547.769.546.500,0.0,0.0129671096801757,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",constant,500000.0,sgd
37.775.261.402.130.100,0.0,0.0086960792541503,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",adaptive,500000.0,sgd
22.379.231.452.941.800,0.0,0.0095360279083251,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",constant,500000.0,sgd
2.488.253.116.607.660,0.0,0.0092260837554931,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",adaptive,500000.0,sgd
36.161.561.012.268.000,0.0,0.0097370147705078,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",constant,500000.0,sgd
24.192.566.871.643.000,0.0,0.0101470947265625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",constant,500000.0,sgd
2.806.274.652.481.070,0.0,0.0098602771759033,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",adaptive,500000.0,sgd
27.632.179.260.253.900,0.0,0.0095558166503906,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",constant,500000.0,sgd
31.326.770.782.470.700,0.0,0.0170440673828125,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",constant,500000.0,sgd
3.291.240.930.557.250,0.0,0.009554386138916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",adaptive,500000.0,sgd
3.878.660.202.026.360,0.0,0.0102419853210449,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",adaptive,500000.0,sgd
30.810.141.563.415.500,0.0,0.0102038383483886,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",adaptive,500000.0,sgd
19.652.783.870.697.000,0.0,0.0076129436492919,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,relu,"(15, 30)",adaptive,500000.0,sgd
20.656.561.851.501.400,0.0,0.0076837539672851,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,relu,"(15, 90)",adaptive,500000.0,sgd
4.226.155.042.648.310,0.0,0.0088498592376708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,relu,"(45, 75)",constant,500000.0,sgd
29.224.181.175.231.900,0.0,0.0086739063262939,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,relu,"(45, 90)",adaptive,500000.0,sgd
0.010473012924194336,0.0,0.0034890174865722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,5,constant,500000.0,lbfgs
0.012040853500366211,0.0,0.0076940059661865,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,5,invscaling,500000.0,lbfgs
0.0199429988861084,0.0,0.0080487728118896,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,5,adaptive,500000.0,lbfgs
0.02087092399597168,0.0,0.0094051361083984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,10,constant,500000.0,lbfgs
0.0335392951965332,0.0,0.0071856975555419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,10,invscaling,500000.0,lbfgs
0.023812055587768555,0.0,0.0084631443023681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,10,adaptive,500000.0,lbfgs
0.023027896881103516,0.0,0.0072848796844482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,15,constant,500000.0,lbfgs
0.02790999412536621,0.0,0.0114638805389404,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,15,invscaling,500000.0,lbfgs
0.029844045639038086,0.0,0.0085749626159667,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,15,adaptive,500000.0,lbfgs
0.29196691513061523,0.0,0.0071029663085937,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,15,adaptive,500000.0,adam
0.03242897987365723,0.0,0.008894920349121,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,20,constant,500000.0,lbfgs
0.02684307098388672,0.0,0.0105910301208496,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,20,invscaling,500000.0,lbfgs
0.03285408020019531,0.0,0.0109679698944091,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,20,adaptive,500000.0,lbfgs
0.030321121215820312,0.0,0.008009910583496,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,25,constant,500000.0,lbfgs
0.36833882331848145,0.0,0.0083603858947753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,25,constant,500000.0,adam
0.028863906860351562,0.0,0.0076050758361816,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,25,invscaling,500000.0,lbfgs
0.031710147857666016,0.0,0.0107700824737548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,25,adaptive,500000.0,lbfgs
0.025207042694091797,0.0,0.0075747966766357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,30,constant,500000.0,lbfgs
0.027240276336669922,0.0,0.008091926574707,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,30,invscaling,500000.0,lbfgs
0.03167390823364258,0.0,0.009113073348999,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,30,adaptive,500000.0,lbfgs
0.03579282760620117,0.0,0.0112140178680419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,35,constant,500000.0,lbfgs
0.03653979301452637,0.0,0.0080142021179199,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,35,invscaling,500000.0,lbfgs
0.03261089324951172,0.0,0.0085651874542236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,35,adaptive,500000.0,lbfgs
0.03273916244506836,0.0,0.0136938095092773,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,40,constant,500000.0,lbfgs
0.06602025032043457,0.0,0.0270860195159912,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,40,invscaling,500000.0,lbfgs
0.0409550666809082,0.0,0.0096259117126464,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,40,adaptive,500000.0,lbfgs
0.03226613998413086,0.0,0.0095241069793701,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,45,constant,500000.0,lbfgs
0.03625297546386719,0.0,0.0098941326141357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,45,invscaling,500000.0,lbfgs
0.03889322280883789,0.0,0.012204885482788,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,45,adaptive,500000.0,lbfgs
0.03669095039367676,0.0,0.0080409049987792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,50,constant,500000.0,lbfgs
0.03589892387390137,0.0,0.0102558135986328,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,50,invscaling,500000.0,lbfgs
0.03834795951843262,0.0,0.0083341598510742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,50,adaptive,500000.0,lbfgs
0.3269829750061035,0.0,0.0109050273895263,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,50,adaptive,500000.0,adam
0.05033588409423828,0.0,0.0079691410064697,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,55,constant,500000.0,lbfgs
0.04785490036010742,0.0,0.0106291770935058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,55,invscaling,500000.0,lbfgs
0.4461100101470947,0.0,0.0081651210784912,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,55,invscaling,500000.0,adam
0.04362797737121582,0.0,0.0147912502288818,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,55,adaptive,500000.0,lbfgs
0.03870224952697754,0.0,0.0096199512481689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,60,constant,500000.0,lbfgs
0.04812288284301758,0.0,0.0085492134094238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,60,invscaling,500000.0,lbfgs
0.04730868339538574,0.0,0.0105071067810058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,60,adaptive,500000.0,lbfgs
0.05375218391418457,0.0,0.0080337524414062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,65,constant,500000.0,lbfgs
0.060227155685424805,0.0,0.0097310543060302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,65,invscaling,500000.0,lbfgs
0.04814481735229492,0.0,0.0096349716186523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,65,adaptive,500000.0,lbfgs
0.051004886627197266,0.0,0.0126011371612548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,70,constant,500000.0,lbfgs
0.051047325134277344,0.0,0.0088188648223876,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,70,invscaling,500000.0,lbfgs
0.04372382164001465,0.0,0.0083630084991455,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,70,adaptive,500000.0,lbfgs
0.06138801574707031,0.0,0.0100228786468505,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,75,constant,500000.0,lbfgs
0.048828125,0.0,0.012434959411621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,75,invscaling,500000.0,lbfgs
0.0457611083984375,0.0,0.0087099075317382,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,75,adaptive,500000.0,lbfgs
0.047136783599853516,0.0,0.014388084411621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,80,constant,500000.0,lbfgs
0.4567117691040039,0.0,0.014233112335205,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,80,constant,500000.0,adam
0.04620695114135742,0.0,0.0106041431427001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,80,invscaling,500000.0,lbfgs
0.3145301342010498,0.0,0.0095088481903076,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,80,invscaling,500000.0,adam
0.050811767578125,0.0,0.0095412731170654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,80,adaptive,500000.0,lbfgs
0.05576014518737793,0.0,0.0105137825012207,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,85,constant,500000.0,lbfgs
0.49925708770751953,0.0,0.0135457515716552,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,85,constant,500000.0,adam
0.06569504737854004,0.0,0.0097870826721191,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,85,invscaling,500000.0,lbfgs
0.046631813049316406,0.0,0.0085010528564453,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,85,adaptive,500000.0,lbfgs
0.4233987331390381,0.0,0.0089161396026611,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,85,adaptive,500000.0,adam
0.06878113746643066,0.0,0.0110149383544921,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,90,constant,500000.0,lbfgs
0.05537295341491699,0.0,0.0085370540618896,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,90,invscaling,500000.0,lbfgs
0.04902195930480957,0.0,0.0101382732391357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,90,adaptive,500000.0,lbfgs
0.05883026123046875,0.0,0.0087428092956542,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,95,constant,500000.0,lbfgs
0.056688785552978516,0.0,0.0141491889953613,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,95,invscaling,500000.0,lbfgs
0.046499013900756836,0.0,0.0087912082672119,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,95,adaptive,500000.0,lbfgs
0.056073904037475586,0.0,0.0102531909942626,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,100,constant,500000.0,lbfgs
0.059490203857421875,0.0,0.0111119747161865,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,100,invscaling,500000.0,lbfgs
0.053218841552734375,0.0,0.0083110332489013,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,100,adaptive,500000.0,lbfgs
0.048182010650634766,0.0,0.0115180015563964,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 15)",constant,500000.0,lbfgs
0.44759488105773926,0.0,0.011070966720581,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 15)",constant,500000.0,adam
0.04679417610168457,0.0,0.0085721015930175,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 15)",invscaling,500000.0,lbfgs
0.04608583450317383,0.0,0.0080819129943847,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 15)",adaptive,500000.0,lbfgs
0.04144906997680664,0.0,0.0063657760620117,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 30)",constant,500000.0,lbfgs
0.05700802803039551,0.0,0.0085997581481933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 30)",invscaling,500000.0,lbfgs
0.05041623115539551,0.0,0.0086939334869384,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 30)",adaptive,500000.0,lbfgs
0.06538581848144531,0.0,0.0120680332183837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 45)",constant,500000.0,lbfgs
0.0506739616394043,0.0,0.0096991062164306,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 45)",invscaling,500000.0,lbfgs
0.04733896255493164,0.0,0.0101330280303955,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 45)",adaptive,500000.0,lbfgs
0.058415889739990234,0.0,0.0083329677581787,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 60)",constant,500000.0,lbfgs
0.04124903678894043,0.0,0.0120060443878173,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 60)",invscaling,500000.0,lbfgs
0.06355404853820801,0.0,0.0079870223999023,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 60)",adaptive,500000.0,lbfgs
0.07268500328063965,0.0,0.0084540843963623,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 75)",constant,500000.0,lbfgs
0.06918907165527344,0.0,0.0084578990936279,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 75)",invscaling,500000.0,lbfgs
0.07935309410095215,0.0,0.0086550712585449,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 75)",adaptive,500000.0,lbfgs
0.0634310245513916,0.0,0.0082418918609619,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 90)",constant,500000.0,lbfgs
0.6832189559936523,0.0,0.0096478462219238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 90)",constant,500000.0,adam
0.07960891723632812,0.0,0.0148110389709472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 90)",invscaling,500000.0,lbfgs
0.07664823532104492,0.0,0.0103118419647216,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 90)",adaptive,500000.0,lbfgs
0.04861330986022949,0.0,0.0086886882781982,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 15)",constant,500000.0,lbfgs
0.04110217094421387,0.0,0.0086898803710937,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 15)",invscaling,500000.0,lbfgs
0.04947805404663086,0.0,0.0106801986694335,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 15)",adaptive,500000.0,lbfgs
0.05773472785949707,0.0,0.0081841945648193,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 30)",constant,500000.0,lbfgs
0.04894900321960449,0.0,0.0106239318847656,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 30)",invscaling,500000.0,lbfgs
0.05585885047912598,0.0,0.0083818435668945,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 30)",adaptive,500000.0,lbfgs
0.3204772472381592,0.0,0.0094399452209472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 30)",adaptive,500000.0,adam
0.05012011528015137,0.0,0.0094530582427978,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 45)",constant,500000.0,lbfgs
0.050627946853637695,0.0,0.0078742504119873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 45)",invscaling,500000.0,lbfgs
0.0664057731628418,0.0,0.010897159576416,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 45)",adaptive,500000.0,lbfgs
0.39066600799560547,0.0,0.0082030296325683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 45)",adaptive,500000.0,adam
0.07520699501037598,0.0,0.0088930130004882,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 60)",constant,500000.0,lbfgs
0.06912493705749512,0.0,0.0100581645965576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 60)",invscaling,500000.0,lbfgs
0.06945180892944336,0.0,0.0106580257415771,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 60)",adaptive,500000.0,lbfgs
0.0758829116821289,0.0,0.013038158416748,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 75)",constant,500000.0,lbfgs
0.07760071754455566,0.0,0.0084221363067626,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 75)",invscaling,500000.0,lbfgs
0.06403470039367676,0.0,0.0083510875701904,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 75)",adaptive,500000.0,lbfgs
0.09897208213806152,0.0,0.0148730278015136,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 90)",constant,500000.0,lbfgs
0.10588479042053223,0.0,0.0112361907958984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 90)",invscaling,500000.0,lbfgs
0.08875274658203125,0.0,0.0094661712646484,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 90)",adaptive,500000.0,lbfgs
0.05334591865539551,0.0,0.0108082294464111,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 15)",constant,500000.0,lbfgs
0.052217721939086914,0.0,0.0094542503356933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 15)",invscaling,500000.0,lbfgs
0.0665130615234375,0.0,0.0088529586791992,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 15)",adaptive,500000.0,lbfgs
0.06781792640686035,0.0,0.0085089206695556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 30)",constant,500000.0,lbfgs
0.05603480339050293,0.0,0.008012056350708,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 30)",invscaling,500000.0,lbfgs
0.05957508087158203,0.0,0.0116169452667236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 30)",adaptive,500000.0,lbfgs
0.5013558864593506,0.0,0.0098962783813476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 30)",adaptive,500000.0,adam
0.07940316200256348,0.0,0.0129389762878417,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 45)",constant,500000.0,lbfgs
0.07012772560119629,0.0,0.0113091468811035,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 45)",invscaling,500000.0,lbfgs
0.07238507270812988,0.0,0.0088069438934326,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 45)",adaptive,500000.0,lbfgs
0.07166314125061035,0.0,0.0097830295562744,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 60)",constant,500000.0,lbfgs
0.08271074295043945,0.0,0.0081760883331298,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 60)",invscaling,500000.0,lbfgs
0.08719587326049805,0.0,0.011366844177246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 60)",adaptive,500000.0,lbfgs
0.09025406837463379,0.0,0.0089621543884277,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 75)",constant,500000.0,lbfgs
0.10933876037597656,0.0,0.0086722373962402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 75)",invscaling,500000.0,lbfgs
0.10183215141296387,0.0,0.0087130069732666,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 75)",adaptive,500000.0,lbfgs
0.12299609184265137,0.0,0.0126316547393798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 90)",constant,500000.0,lbfgs
0.12095999717712402,0.0,0.0161540508270263,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 90)",invscaling,500000.0,lbfgs
0.11896491050720215,0.0,0.0068399906158447,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 90)",adaptive,500000.0,lbfgs
0.05980706214904785,0.0,0.0114517211914062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 15)",constant,500000.0,lbfgs
0.06394720077514648,0.0,0.0128760337829589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 15)",invscaling,500000.0,lbfgs
0.07634496688842773,0.0,0.0088279247283935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 15)",adaptive,500000.0,lbfgs
0.06795096397399902,0.0,0.0084860324859619,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 30)",constant,500000.0,lbfgs
0.06934785842895508,0.0,0.0093491077423095,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 30)",invscaling,500000.0,lbfgs
0.07314205169677734,0.0,0.0088958740234375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 30)",adaptive,500000.0,lbfgs
0.07562112808227539,0.0,0.009805679321289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 45)",constant,500000.0,lbfgs
0.08460068702697754,0.0,0.0080592632293701,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 45)",invscaling,500000.0,lbfgs
0.08386707305908203,0.0,0.0087380409240722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 45)",adaptive,500000.0,lbfgs
0.10751819610595703,0.0,0.013028860092163,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60)",constant,500000.0,lbfgs
0.11751770973205566,0.0,0.0124170780181884,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60)",invscaling,500000.0,lbfgs
0.1143639087677002,0.0,0.0124671459197998,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60)",adaptive,500000.0,lbfgs
0.1430189609527588,0.0,0.0091457366943359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 75)",constant,500000.0,lbfgs
0.11962699890136719,0.0,0.0117430686950683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 75)",invscaling,500000.0,lbfgs
0.13723373413085938,0.0,0.0106332302093505,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 75)",adaptive,500000.0,lbfgs
0.1496260166168213,0.0,0.0092678070068359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 90)",constant,500000.0,lbfgs
0.1296229362487793,0.0,0.0092830657958984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 90)",invscaling,500000.0,lbfgs
0.17153310775756836,0.0,0.0107667446136474,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 90)",adaptive,500000.0,lbfgs
0.07086610794067383,0.0,0.0090649127960205,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 15)",constant,500000.0,lbfgs
0.09470009803771973,0.0,0.0111041069030761,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 15)",invscaling,500000.0,lbfgs
0.06612515449523926,0.0,0.0102269649505615,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 15)",adaptive,500000.0,lbfgs
0.07791590690612793,0.0,0.0089468955993652,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 30)",constant,500000.0,lbfgs
0.09801030158996582,0.0,0.0105388164520263,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 30)",invscaling,500000.0,lbfgs
0.08685302734375,0.0,0.0092129707336425,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 30)",adaptive,500000.0,lbfgs
0.09940886497497559,0.0,0.0088551044464111,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 45)",constant,500000.0,lbfgs
0.48529505729675293,0.0,0.0135550498962402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 45)",constant,500000.0,adam
0.10441708564758301,0.0,0.0094919204711914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 45)",invscaling,500000.0,lbfgs
0.45279598236083984,0.0,0.0121221542358398,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 45)",invscaling,500000.0,adam
0.09265804290771484,0.0,0.008862018585205,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 45)",adaptive,500000.0,lbfgs
0.11130118370056152,0.0,0.0155129432678222,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 60)",constant,500000.0,lbfgs
0.15259003639221191,0.0,0.0092229843139648,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 60)",invscaling,500000.0,lbfgs
0.12520909309387207,0.0,0.0145018100738525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 60)",adaptive,500000.0,lbfgs
0.15535473823547363,0.0,0.0098791122436523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 75)",constant,500000.0,lbfgs
0.5366759300231934,0.0,0.0095620155334472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 75)",constant,500000.0,adam
0.16460800170898438,0.0,0.0111448764801025,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 75)",invscaling,500000.0,lbfgs
0.1501016616821289,0.0,0.0095381736755371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 75)",adaptive,500000.0,lbfgs
0.1669449806213379,0.0,0.0117449760437011,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 90)",constant,500000.0,lbfgs
0.16138315200805664,0.0,0.0103828907012939,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 90)",invscaling,500000.0,lbfgs
0.1602160930633545,0.0,0.0096471309661865,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 90)",adaptive,500000.0,lbfgs
0.07858991622924805,0.0,0.0096590518951416,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 15)",constant,500000.0,lbfgs
0.08858895301818848,0.0,0.0123372077941894,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 15)",invscaling,500000.0,lbfgs
0.0825657844543457,0.0,0.0097391605377197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 15)",adaptive,500000.0,lbfgs
0.09602570533752441,0.0,0.0095980167388916,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 30)",constant,500000.0,lbfgs
0.10818982124328613,0.0,0.012732982635498,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 30)",invscaling,500000.0,lbfgs
0.10004305839538574,0.0,0.0131089687347412,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 30)",adaptive,500000.0,lbfgs
0.10137701034545898,0.0,0.0096180438995361,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 45)",constant,500000.0,lbfgs
0.14177680015563965,0.0,0.0113053321838378,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 45)",invscaling,500000.0,lbfgs
0.12225222587585449,0.0,0.0089766979217529,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 45)",adaptive,500000.0,lbfgs
0.13265705108642578,0.0,0.0105121135711669,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 60)",constant,500000.0,lbfgs
0.14936494827270508,0.0,0.0116679668426513,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 60)",invscaling,500000.0,lbfgs
0.1565229892730713,0.0,0.0093059539794921,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 60)",adaptive,500000.0,lbfgs
0.15956997871398926,0.0,0.0093569755554199,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 75)",constant,500000.0,lbfgs
0.15371918678283691,0.0,0.0161969661712646,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 75)",invscaling,500000.0,lbfgs
0.1797349452972412,0.0,0.0092980861663818,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 75)",adaptive,500000.0,lbfgs
0.20079302787780762,0.0,0.0096800327301025,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 90)",constant,500000.0,lbfgs
0.21151995658874512,0.0,0.0124440193176269,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 90)",invscaling,500000.0,lbfgs
0.21824002265930176,0.0,0.0141489505767822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 90)",adaptive,500000.0,lbfgs
0.0858917236328125,0.0,0.0119032859802246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 20)",constant,500000.0,lbfgs
0.08703207969665527,0.0,0.009700059890747,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 20)",invscaling,500000.0,lbfgs
0.05741429328918457,0.0,0.0087497234344482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 20)",adaptive,500000.0,lbfgs
0.32915186882019043,0.0,0.0122601985931396,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 20)",adaptive,500000.0,adam
0.0895848274230957,0.0,0.0123481750488281,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 40)",constant,500000.0,lbfgs
0.07726502418518066,0.0,0.0091569423675537,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 40)",invscaling,500000.0,lbfgs
0.09228515625,0.0,0.0083758831024169,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 40)",adaptive,500000.0,lbfgs
0.09791922569274902,0.0,0.0096828937530517,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 60)",constant,500000.0,lbfgs
0.07062125205993652,0.0,0.0079329013824462,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 60)",invscaling,500000.0,lbfgs
0.07665300369262695,0.0,0.0093398094177246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 60)",adaptive,500000.0,lbfgs
0.1027519702911377,0.0,0.0081510543823242,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 80)",constant,500000.0,lbfgs
0.12112998962402344,0.0,0.0107221603393554,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 80)",invscaling,500000.0,lbfgs
0.09640288352966309,0.0,0.0125262737274169,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 80)",adaptive,500000.0,lbfgs
0.4967679977416992,0.0,0.0085620880126953,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 80)",adaptive,500000.0,adam
0.1218881607055664,0.0,0.0108358860015869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 100)",constant,500000.0,lbfgs
0.11220908164978027,0.0,0.0084388256072998,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 100)",invscaling,500000.0,lbfgs
0.09388971328735352,0.0,0.0103561878204345,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 100)",adaptive,500000.0,lbfgs
0.09355807304382324,0.0,0.0089948177337646,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 20)",constant,500000.0,lbfgs
0.0870821475982666,0.0,0.0111968517303466,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 20)",invscaling,500000.0,lbfgs
0.07061386108398438,0.0,0.0079157352447509,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 20)",adaptive,500000.0,lbfgs
0.08831000328063965,0.0,0.0115320682525634,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 40)",constant,500000.0,lbfgs
0.1045079231262207,0.0,0.0081501007080078,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 40)",invscaling,500000.0,lbfgs
0.3679659366607666,0.0,0.0129098892211914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 40)",invscaling,500000.0,adam
0.0983428955078125,0.0,0.0088410377502441,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 40)",adaptive,500000.0,lbfgs
0.10630011558532715,0.0,0.0113821029663085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 60)",constant,500000.0,lbfgs
0.11452102661132812,0.0,0.0099899768829345,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 60)",invscaling,500000.0,lbfgs
0.09555816650390625,0.0,0.008307933807373,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 60)",adaptive,500000.0,lbfgs
0.09392309188842773,0.0,0.0094971656799316,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 80)",constant,500000.0,lbfgs
0.12721681594848633,0.0,0.009944200515747,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 80)",invscaling,500000.0,lbfgs
0.11578178405761719,0.0,0.0086121559143066,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 80)",adaptive,500000.0,lbfgs
0.1395418643951416,0.0,0.0088469982147216,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 100)",constant,500000.0,lbfgs
0.16247200965881348,0.0,0.0100479125976562,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 100)",invscaling,500000.0,lbfgs
0.13942193984985352,0.0,0.0097200870513916,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 100)",adaptive,500000.0,lbfgs
0.10902905464172363,0.0,0.0099787712097167,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 20)",constant,500000.0,lbfgs
0.07851099967956543,0.0,0.0156140327453613,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 20)",invscaling,500000.0,lbfgs
0.08292794227600098,0.0,0.0089972019195556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 20)",adaptive,500000.0,lbfgs
0.11654400825500488,0.0,0.008887767791748,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 40)",constant,500000.0,lbfgs
0.5163776874542236,0.0,0.0091981887817382,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 40)",constant,500000.0,adam
0.1150660514831543,0.0,0.0084457397460937,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 40)",invscaling,500000.0,lbfgs
0.11571192741394043,0.0,0.0091388225555419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 40)",adaptive,500000.0,lbfgs
0.12370872497558594,0.0,0.0102620124816894,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",constant,500000.0,lbfgs
0.5478100776672363,0.0,0.0133566856384277,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",constant,500000.0,adam
0.13878130912780762,0.0,0.0195138454437255,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",invscaling,500000.0,lbfgs
0.4884660243988037,0.0,0.0093390941619873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",invscaling,500000.0,adam
0.15926718711853027,0.0,0.0096361637115478,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",adaptive,500000.0,lbfgs
0.563391923904419,0.0,0.0073881149291992,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",adaptive,500000.0,adam
0.17717719078063965,0.0,0.0114607810974121,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 80)",constant,500000.0,lbfgs
0.16029882431030273,0.0,0.0093460083007812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 80)",invscaling,500000.0,lbfgs
0.17551684379577637,0.0,0.00874924659729,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 80)",adaptive,500000.0,lbfgs
0.6674652099609375,0.0,0.0089988708496093,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 80)",adaptive,500000.0,adam
0.22298192977905273,0.0,0.0132431983947753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 100)",constant,500000.0,lbfgs
0.19554996490478516,0.0,0.0120120048522949,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 100)",invscaling,500000.0,lbfgs
0.6285200119018555,0.0,0.013211965560913,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 100)",invscaling,500000.0,adam
0.25754785537719727,0.0,0.0125470161437988,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 100)",adaptive,500000.0,lbfgs
0.12023091316223145,0.0,0.0090749263763427,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 20)",constant,500000.0,lbfgs
0.09360527992248535,0.0,0.0101480484008789,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 20)",invscaling,500000.0,lbfgs
0.10768580436706543,0.0,0.0090510845184326,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 20)",adaptive,500000.0,lbfgs
0.40814208984375,0.0,0.0120241641998291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 20)",adaptive,500000.0,adam
0.1441817283630371,0.0,0.0089201927185058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 40)",constant,500000.0,lbfgs
0.12987804412841797,0.0,0.0090560913085937,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 40)",invscaling,500000.0,lbfgs
0.16536402702331543,0.0,0.0088782310485839,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 40)",adaptive,500000.0,lbfgs
0.21047616004943848,0.0,0.009462833404541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 60)",constant,500000.0,lbfgs
0.19575977325439453,0.0,0.0133149623870849,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 60)",invscaling,500000.0,lbfgs
0.16757416725158691,0.0,0.0102038383483886,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 60)",adaptive,500000.0,lbfgs
0.39559388160705566,0.0,0.0100412368774414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 60)",adaptive,500000.0,adam
0.25455403327941895,0.0,0.0104420185089111,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 80)",constant,500000.0,lbfgs
0.22736477851867676,0.0,0.0096151828765869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 80)",invscaling,500000.0,lbfgs
0.24738311767578125,0.0,0.0053198337554931,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 80)",adaptive,500000.0,lbfgs
0.24426579475402832,0.0,0.0094821453094482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 100)",constant,500000.0,lbfgs
0.2345106601715088,0.0,0.0097541809082031,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 100)",invscaling,500000.0,lbfgs
0.27121710777282715,0.0,0.0119431018829345,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 100)",adaptive,500000.0,lbfgs
0.13479304313659668,0.0,0.008836030960083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 20)",constant,500000.0,lbfgs
0.14977288246154785,0.0,0.0090692043304443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 20)",invscaling,500000.0,lbfgs
0.13692688941955566,0.0,0.0094878673553466,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 20)",adaptive,500000.0,lbfgs
0.5820229053497314,0.0,0.0139830112457275,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 20)",adaptive,500000.0,adam
0.18209409713745117,0.0,0.0101270675659179,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 40)",constant,500000.0,lbfgs
0.17313504219055176,0.0,0.0124180316925048,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 40)",invscaling,500000.0,lbfgs
0.13460993766784668,0.0,0.0100281238555908,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 40)",adaptive,500000.0,lbfgs
0.23883485794067383,0.0,0.0118520259857177,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 60)",constant,500000.0,lbfgs
0.22315621376037598,0.0,0.0096397399902343,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 60)",invscaling,500000.0,lbfgs
0.22577214241027832,0.0,0.0120630264282226,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 60)",adaptive,500000.0,lbfgs
0.2892143726348877,0.0,0.0131518840789794,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 80)",constant,500000.0,lbfgs
0.2466418743133545,0.0,0.011296272277832,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 80)",invscaling,500000.0,lbfgs
0.23842692375183105,0.0,0.0104460716247558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 80)",adaptive,500000.0,lbfgs
0.3529541492462158,0.0,0.0114250183105468,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 100)",constant,500000.0,lbfgs
0.30109286308288574,0.0,0.0117104053497314,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 100)",invscaling,500000.0,lbfgs
0.360821008682251,0.0,0.0101370811462402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 100)",adaptive,500000.0,lbfgs
0.085784912109375,0.0,0.0101799964904785,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 20)",constant,500000.0,lbfgs
0.0817558765411377,0.0,0.0101580619812011,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 20)",invscaling,500000.0,lbfgs
0.07663083076477051,0.0,0.0099010467529296,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 20)",adaptive,500000.0,lbfgs
0.07535099983215332,0.0,0.0115988254547119,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 40)",constant,500000.0,lbfgs
0.08726096153259277,0.0,0.0152819156646728,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 40)",invscaling,500000.0,lbfgs
0.09128284454345703,0.0,0.0089070796966552,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 40)",adaptive,500000.0,lbfgs
0.07648015022277832,0.0,0.0084798336029052,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 60)",constant,500000.0,lbfgs
0.08323979377746582,0.0,0.0117290019989013,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 60)",invscaling,500000.0,lbfgs
0.08730125427246094,0.0,0.0101680755615234,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 60)",adaptive,500000.0,lbfgs
0.08544516563415527,0.0,0.0095901489257812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 80)",constant,500000.0,lbfgs
0.1124429702758789,0.0,0.0122802257537841,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 80)",invscaling,500000.0,lbfgs
0.43836498260498047,0.0,0.012017011642456,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 80)",invscaling,500000.0,adam
0.09931278228759766,0.0,0.0161120891571044,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 80)",adaptive,500000.0,lbfgs
0.13570594787597656,0.0,0.0128901004791259,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 100)",constant,500000.0,lbfgs
0.09607887268066406,0.0,0.0104272365570068,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 100)",invscaling,500000.0,lbfgs
0.12852835655212402,0.0,0.0090067386627197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 100)",adaptive,500000.0,lbfgs
0.09542608261108398,0.0,0.0089399814605712,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 20)",constant,500000.0,lbfgs
0.10480999946594238,0.0,0.0116679668426513,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 20)",invscaling,500000.0,lbfgs
0.0974128246307373,0.0,0.0086839199066162,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 20)",adaptive,500000.0,lbfgs
0.4086179733276367,0.0,0.0088467597961425,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 20)",adaptive,500000.0,adam
0.10431599617004395,0.0,0.0086510181427001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 40)",constant,500000.0,lbfgs
0.10181498527526855,0.0,0.0111989974975585,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 40)",invscaling,500000.0,lbfgs
0.0790719985961914,0.0,0.0085120201110839,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 40)",adaptive,500000.0,lbfgs
0.1308751106262207,0.0,0.0085577964782714,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 60)",constant,500000.0,lbfgs
0.09408688545227051,0.0,0.0091421604156494,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 60)",invscaling,500000.0,lbfgs
0.6323180198669434,0.0,0.0093917846679687,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 60)",invscaling,500000.0,adam
0.13493919372558594,0.0,0.0087358951568603,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 60)",adaptive,500000.0,lbfgs
0.12521862983703613,0.0,0.0135481357574462,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 80)",constant,500000.0,lbfgs
0.14095807075500488,0.0,0.0109732151031494,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 80)",invscaling,500000.0,lbfgs
0.40213513374328613,0.0,0.0099999904632568,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 80)",invscaling,500000.0,adam
0.15735197067260742,0.0,0.008868932723999,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 80)",adaptive,500000.0,lbfgs
0.1556248664855957,0.0,0.0097732543945312,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 100)",constant,500000.0,lbfgs
0.1565570831298828,0.0,0.0120880603790283,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 100)",invscaling,500000.0,lbfgs
0.16866397857666016,0.0,0.0093729496002197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 100)",adaptive,500000.0,lbfgs
0.11278486251831055,0.0,0.0097730159759521,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 20)",constant,500000.0,lbfgs
0.14230990409851074,0.0,0.0127911567687988,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 20)",invscaling,500000.0,lbfgs
0.10313200950622559,0.0,0.0089740753173828,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 20)",adaptive,500000.0,lbfgs
0.3480501174926758,0.0,0.010361909866333,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 20)",adaptive,500000.0,adam
0.12653183937072754,0.0,0.0101721286773681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 40)",constant,500000.0,lbfgs
0.1259138584136963,0.0,0.0113179683685302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 40)",invscaling,500000.0,lbfgs
0.12493705749511719,0.0,0.0060820579528808,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 40)",adaptive,500000.0,lbfgs
0.15185785293579102,0.0,0.0088088512420654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 60)",constant,500000.0,lbfgs
0.535930871963501,0.0,0.0092971324920654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 60)",constant,500000.0,adam
0.19059205055236816,0.0,0.0122439861297607,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 60)",invscaling,500000.0,lbfgs
0.4538900852203369,0.0,0.0091607570648193,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 60)",invscaling,500000.0,adam
0.16646099090576172,0.0,0.0088129043579101,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 60)",adaptive,500000.0,lbfgs
0.18928003311157227,0.0,0.0093140602111816,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 80)",constant,500000.0,lbfgs
0.15177702903747559,0.0,0.0102388858795166,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 80)",invscaling,500000.0,lbfgs
0.18820571899414062,0.0,0.0112102031707763,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 80)",adaptive,500000.0,lbfgs
0.2213449478149414,0.0,0.0107741355895996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 100)",constant,500000.0,lbfgs
0.20263981819152832,0.0,0.0109572410583496,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 100)",invscaling,500000.0,lbfgs
0.2363598346710205,0.0,0.0096321105957031,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 100)",adaptive,500000.0,lbfgs
0.15526986122131348,0.0,0.0103969573974609,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 20)",constant,500000.0,lbfgs
0.12796592712402344,0.0,0.0092170238494873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 20)",invscaling,500000.0,lbfgs
0.1363978385925293,0.0,0.0094342231750488,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 20)",adaptive,500000.0,lbfgs
0.15067720413208008,0.0,0.0094060897827148,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 40)",constant,500000.0,lbfgs
0.13730597496032715,0.0,0.0104908943176269,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 40)",invscaling,500000.0,lbfgs
0.18369102478027344,0.0,0.0094580650329589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 40)",adaptive,500000.0,lbfgs
0.2132401466369629,0.0,0.0126028060913085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 60)",constant,500000.0,lbfgs
0.22856593132019043,0.0,0.0093839168548583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 60)",invscaling,500000.0,lbfgs
0.1746978759765625,0.0,0.006972312927246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 60)",adaptive,500000.0,lbfgs
0.21179795265197754,0.0,0.0113682746887207,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 80)",constant,500000.0,lbfgs
0.21339821815490723,0.0,0.0087149143218994,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 80)",invscaling,500000.0,lbfgs
0.26070094108581543,0.0,0.0181682109832763,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 80)",adaptive,500000.0,lbfgs
0.30360913276672363,0.0,0.010812759399414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 100)",constant,500000.0,lbfgs
0.2680668830871582,0.0,0.013840913772583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 100)",invscaling,500000.0,lbfgs
0.3026750087738037,0.0,0.0093359947204589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 100)",adaptive,500000.0,lbfgs
0.1455988883972168,0.0,0.0116133689880371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 20)",constant,500000.0,lbfgs
0.19646906852722168,0.0,0.0110590457916259,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 20)",invscaling,500000.0,lbfgs
0.15507102012634277,0.0,0.0115766525268554,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 20)",adaptive,500000.0,lbfgs
0.19062495231628418,0.0,0.0100409984588623,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 40)",constant,500000.0,lbfgs
0.3456900119781494,0.0,0.0100810527801513,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 40)",constant,500000.0,adam
0.2190408706665039,0.0,0.0097360610961914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 40)",invscaling,500000.0,lbfgs
0.20445799827575684,0.0,0.0087349414825439,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 40)",adaptive,500000.0,lbfgs
0.24111509323120117,0.0,0.0096569061279296,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 60)",constant,500000.0,lbfgs
0.6268608570098877,0.0,0.0115871429443359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 60)",constant,500000.0,adam
0.23342585563659668,0.0,0.0160419940948486,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 60)",invscaling,500000.0,lbfgs
0.21077299118041992,0.0,0.0099561214447021,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 60)",adaptive,500000.0,lbfgs
0.29351377487182617,0.0,0.0110030174255371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 80)",constant,500000.0,lbfgs
0.29015088081359863,0.0,0.0101759433746337,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 80)",invscaling,500000.0,lbfgs
0.7019751071929932,0.0,0.0142710208892822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 80)",invscaling,500000.0,adam
0.2971608638763428,0.0,0.0103070735931396,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 80)",adaptive,500000.0,lbfgs
0.3511478900909424,0.0,0.0091602802276611,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 100)",constant,500000.0,lbfgs
0.3226640224456787,0.0,0.0112628936767578,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 100)",invscaling,500000.0,lbfgs
0.37510108947753906,0.0,0.0134229660034179,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 100)",adaptive,500000.0,lbfgs
0.0823061466217041,0.0,0.009361982345581,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 20)",constant,500000.0,lbfgs
0.09271502494812012,0.0,0.0102310180664062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 20)",invscaling,500000.0,lbfgs
0.0779719352722168,0.0,0.0092229843139648,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 20)",adaptive,500000.0,lbfgs
0.08904910087585449,0.0,0.0102348327636718,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 40)",constant,500000.0,lbfgs
0.08173704147338867,0.0,0.0091891288757324,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 40)",invscaling,500000.0,lbfgs
0.07757902145385742,0.0,0.0090858936309814,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 40)",adaptive,500000.0,lbfgs
0.09135198593139648,0.0,0.0098702907562255,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 60)",constant,500000.0,lbfgs
0.10918021202087402,0.0,0.010746955871582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 60)",invscaling,500000.0,lbfgs
0.10027599334716797,0.0,0.0130109786987304,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 60)",adaptive,500000.0,lbfgs
0.11150288581848145,0.0,0.0106871128082275,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 80)",constant,500000.0,lbfgs
0.11742591857910156,0.0,0.0088980197906494,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 80)",invscaling,500000.0,lbfgs
0.08935403823852539,0.0,0.0092649459838867,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 80)",adaptive,500000.0,lbfgs
0.11848688125610352,0.0,0.0072247982025146,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 100)",constant,500000.0,lbfgs
0.12635183334350586,0.0,0.0104691982269287,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 100)",invscaling,500000.0,lbfgs
0.14861702919006348,0.0,0.0097279548645019,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 100)",adaptive,500000.0,lbfgs
0.4364140033721924,0.0,0.0137531757354736,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 100)",adaptive,500000.0,adam
0.09594488143920898,0.0,0.0093801021575927,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 20)",constant,500000.0,lbfgs
0.09682202339172363,0.0,0.0089578628540039,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 20)",invscaling,500000.0,lbfgs
0.08115506172180176,0.0,0.0090329647064208,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 20)",adaptive,500000.0,lbfgs
0.12356305122375488,0.0,0.011260986328125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 40)",constant,500000.0,lbfgs
0.11141395568847656,0.0,0.0115339756011962,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 40)",invscaling,500000.0,lbfgs
0.11481904983520508,0.0,0.0103039741516113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 40)",adaptive,500000.0,lbfgs
0.13902902603149414,0.0,0.0098991394042968,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 60)",constant,500000.0,lbfgs
0.11656498908996582,0.0,0.0089848041534423,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 60)",invscaling,500000.0,lbfgs
0.18424582481384277,0.0,0.0112171173095703,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 60)",adaptive,500000.0,lbfgs
0.17400193214416504,0.0,0.0115220546722412,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 80)",constant,500000.0,lbfgs
0.16419720649719238,0.0,0.0093050003051757,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 80)",invscaling,500000.0,lbfgs
0.14953088760375977,0.0,0.0091419219970703,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 80)",adaptive,500000.0,lbfgs
0.4466409683227539,0.0,0.0149071216583251,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 80)",adaptive,500000.0,adam
0.16187381744384766,0.0,0.0145630836486816,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 100)",constant,500000.0,lbfgs
0.17028093338012695,0.0,0.0131709575653076,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 100)",invscaling,500000.0,lbfgs
0.19391989707946777,0.0,0.0101170539855957,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 100)",adaptive,500000.0,lbfgs
0.14296698570251465,0.0,0.0095999240875244,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 20)",constant,500000.0,lbfgs
0.13310790061950684,0.0,0.0090692043304443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 20)",invscaling,500000.0,lbfgs
0.12098002433776855,0.0,0.0104682445526123,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 20)",adaptive,500000.0,lbfgs
0.1853480339050293,0.0,0.0093359947204589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 40)",constant,500000.0,lbfgs
0.13689517974853516,0.0,0.0093178749084472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 40)",invscaling,500000.0,lbfgs
0.5247600078582764,0.0,0.0090529918670654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 40)",invscaling,500000.0,adam
0.16297388076782227,0.0,0.0093631744384765,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 40)",adaptive,500000.0,lbfgs
0.17848706245422363,0.0,0.0172648429870605,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 60)",constant,500000.0,lbfgs
0.17743206024169922,0.0,0.0122148990631103,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 60)",invscaling,500000.0,lbfgs
0.1941077709197998,0.0,0.0130441188812255,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 60)",adaptive,500000.0,lbfgs
0.2280559539794922,0.0,0.0091052055358886,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 80)",constant,500000.0,lbfgs
0.20695972442626953,0.0,0.0098471641540527,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 80)",invscaling,500000.0,lbfgs
0.18829107284545898,0.0,0.0104930400848388,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 80)",adaptive,500000.0,lbfgs
0.23004794120788574,0.0,0.0123908519744873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 100)",constant,500000.0,lbfgs
0.2524089813232422,0.0,0.0101621150970458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 100)",invscaling,500000.0,lbfgs
0.2728257179260254,0.0,0.0100572109222412,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 100)",adaptive,500000.0,lbfgs
0.34714221954345703,0.0,0.0159857273101806,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 100)",adaptive,500000.0,adam
0.17586898803710938,0.0,0.0108649730682373,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 20)",constant,500000.0,lbfgs
0.19010186195373535,0.0,0.0115809440612792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 20)",invscaling,500000.0,lbfgs
0.17195916175842285,0.0,0.0097520351409912,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 20)",adaptive,500000.0,lbfgs
0.17365193367004395,0.0,0.0120131969451904,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 40)",constant,500000.0,lbfgs
0.21331477165222168,0.0,0.0125293731689453,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 40)",invscaling,500000.0,lbfgs
0.18119001388549805,0.0,0.0143139362335205,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 40)",adaptive,500000.0,lbfgs
0.2332150936126709,0.0,0.009706974029541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 60)",constant,500000.0,lbfgs
0.18685388565063477,0.0,0.0116441249847412,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 60)",invscaling,500000.0,lbfgs
0.2172987461090088,0.0,0.0112051963806152,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 60)",adaptive,500000.0,lbfgs
0.24148178100585938,0.0,0.009660005569458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 80)",constant,500000.0,lbfgs
0.23055386543273926,0.0,0.0100278854370117,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 80)",invscaling,500000.0,lbfgs
0.24114179611206055,0.0,0.0099961757659912,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 80)",adaptive,500000.0,lbfgs
0.28255295753479004,0.0,0.0098791122436523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 100)",constant,500000.0,lbfgs
0.2717278003692627,0.0,0.0099618434906005,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 100)",invscaling,500000.0,lbfgs
0.31467700004577637,0.0,0.0123038291931152,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 100)",adaptive,500000.0,lbfgs
0.2265322208404541,0.0,0.0119848251342773,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 20)",constant,500000.0,lbfgs
0.1950232982635498,0.0,0.0171709060668945,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 20)",invscaling,500000.0,lbfgs
0.19393086433410645,0.0,0.011610984802246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 20)",adaptive,500000.0,lbfgs
0.2591700553894043,0.0,0.0091421604156494,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 40)",constant,500000.0,lbfgs
0.2841951847076416,0.0,0.0120282173156738,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 40)",invscaling,500000.0,lbfgs
0.3946218490600586,0.0,0.0096030235290527,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 40)",invscaling,500000.0,adam
0.2438218593597412,0.0,0.0127289295196533,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 40)",adaptive,500000.0,lbfgs
0.263883113861084,0.0,0.013075828552246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 60)",constant,500000.0,lbfgs
0.2377150058746338,0.0,0.0096850395202636,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 60)",invscaling,500000.0,lbfgs
0.27008914947509766,0.0,0.0114660263061523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 60)",adaptive,500000.0,lbfgs
0.34795117378234863,0.0,0.0102498531341552,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 80)",constant,500000.0,lbfgs
0.34156012535095215,0.0,0.0105957984924316,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 80)",invscaling,500000.0,lbfgs
0.2782478332519531,0.0,0.0093660354614257,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 80)",adaptive,500000.0,lbfgs
0.33275914192199707,0.0,0.0103440284729003,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 100)",constant,500000.0,lbfgs
0.39089179039001465,0.0,0.0110759735107421,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 100)",invscaling,500000.0,lbfgs
0.3733971118927002,0.0,0.0160079002380371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 100)",adaptive,500000.0,lbfgs
0.09286999702453613,0.0,0.011293888092041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 20)",constant,500000.0,lbfgs
0.08013677597045898,0.0,0.0096509456634521,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 20)",invscaling,500000.0,lbfgs
0.07898116111755371,0.0,0.0181388854980468,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 20)",adaptive,500000.0,lbfgs
0.10071301460266113,0.0,0.0094268321990966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 40)",constant,500000.0,lbfgs
0.10995197296142578,0.0,0.0109210014343261,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 40)",invscaling,500000.0,lbfgs
0.5929520130157471,0.0,0.0169999599456787,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 40)",invscaling,500000.0,adam
0.11396598815917969,0.0,0.0094590187072753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 40)",adaptive,500000.0,lbfgs
0.41573405265808105,0.0,0.0140547752380371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 40)",adaptive,500000.0,adam
0.10336422920227051,0.0,0.0094027519226074,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 60)",constant,500000.0,lbfgs
0.09823894500732422,0.0,0.0091309547424316,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 60)",invscaling,500000.0,lbfgs
0.10572004318237305,0.0,0.0149886608123779,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 60)",adaptive,500000.0,lbfgs
0.11299300193786621,0.0,0.0120670795440673,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 80)",constant,500000.0,lbfgs
0.11819696426391602,0.0,0.009200096130371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 80)",invscaling,500000.0,lbfgs
0.13097333908081055,0.0,0.0088429450988769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 80)",adaptive,500000.0,lbfgs
0.14697694778442383,0.0,0.0171380043029785,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 100)",constant,500000.0,lbfgs
0.13738584518432617,0.0,0.0152921676635742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 100)",invscaling,500000.0,lbfgs
0.15087199211120605,0.0,0.0081920623779296,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 100)",adaptive,500000.0,lbfgs
0.12230491638183594,0.0,0.0144610404968261,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 20)",constant,500000.0,lbfgs
0.12690997123718262,0.0,0.0098659992218017,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 20)",invscaling,500000.0,lbfgs
0.12500286102294922,0.0,0.0130300521850585,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 20)",adaptive,500000.0,lbfgs
0.13663005828857422,0.0,0.0128226280212402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 40)",constant,500000.0,lbfgs
0.14786100387573242,0.0,0.00927734375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 40)",invscaling,500000.0,lbfgs
0.13868093490600586,0.0,0.013434886932373,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 40)",adaptive,500000.0,lbfgs
0.13924288749694824,0.0,0.0092091560363769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 60)",constant,500000.0,lbfgs
0.15572500228881836,0.0,0.0104310512542724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 60)",invscaling,500000.0,lbfgs
0.15617012977600098,0.0,0.0092017650604248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 60)",adaptive,500000.0,lbfgs
0.16181588172912598,0.0,0.0100998878479003,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 80)",constant,500000.0,lbfgs
0.17665600776672363,0.0,0.0128149986267089,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 80)",invscaling,500000.0,lbfgs
0.17319917678833008,0.0,0.0095617771148681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 80)",adaptive,500000.0,lbfgs
0.222930908203125,0.0,0.0124750137329101,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 100)",constant,500000.0,lbfgs
0.172166109085083,0.0,0.0097427368164062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 100)",invscaling,500000.0,lbfgs
0.32822489738464355,0.0,0.0099520683288574,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 100)",adaptive,500000.0,lbfgs
0.5694301128387451,0.0,0.0097498893737792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 100)",adaptive,500000.0,adam
0.1689920425415039,0.0,0.0123600959777832,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 20)",constant,500000.0,lbfgs
0.18521404266357422,0.0,0.0101869106292724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 20)",invscaling,500000.0,lbfgs
0.17615723609924316,0.0,0.0097417831420898,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 20)",adaptive,500000.0,lbfgs
0.1577301025390625,0.0,0.0175559520721435,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 40)",constant,500000.0,lbfgs
0.19633173942565918,0.0,0.0110242366790771,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 40)",invscaling,500000.0,lbfgs
0.16930890083312988,0.0,0.0107381343841552,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 40)",adaptive,500000.0,lbfgs
0.19105887413024902,0.0,0.0114932060241699,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 60)",constant,500000.0,lbfgs
0.39101505279541016,0.0,0.0091691017150878,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 60)",constant,500000.0,adam
0.2091217041015625,0.0,0.0118682384490966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 60)",invscaling,500000.0,lbfgs
0.18305301666259766,0.0,0.010157823562622,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 60)",adaptive,500000.0,lbfgs
0.2306838035583496,0.0,0.0106501579284667,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 80)",constant,500000.0,lbfgs
0.2221512794494629,0.0,0.0100569725036621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 80)",invscaling,500000.0,lbfgs
0.24709510803222656,0.0,0.0097899436950683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 80)",adaptive,500000.0,lbfgs
0.4565541744232178,0.0,0.0095410346984863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 80)",adaptive,500000.0,adam
0.2366809844970703,0.0,0.0092511177062988,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 100)",constant,500000.0,lbfgs
0.22817778587341309,0.0,0.0095312595367431,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 100)",invscaling,500000.0,lbfgs
0.29731035232543945,0.0,0.0094478130340576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 100)",adaptive,500000.0,lbfgs
0.2162461280822754,0.0,0.0097451210021972,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 20)",constant,500000.0,lbfgs
0.19242596626281738,0.0,0.0124342441558837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 20)",invscaling,500000.0,lbfgs
0.1931767463684082,0.0,0.0093944072723388,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 20)",adaptive,500000.0,lbfgs
0.1961526870727539,0.0,0.0132360458374023,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 40)",constant,500000.0,lbfgs
0.22563886642456055,0.0,0.0098969936370849,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 40)",invscaling,500000.0,lbfgs
0.4299278259277344,0.0,0.0151760578155517,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 40)",invscaling,500000.0,adam
0.2178499698638916,0.0,0.0110478401184082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 40)",adaptive,500000.0,lbfgs
0.2770547866821289,0.0,0.0104219913482666,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 60)",constant,500000.0,lbfgs
0.24082303047180176,0.0,0.0098388195037841,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 60)",invscaling,500000.0,lbfgs
0.2649369239807129,0.0,0.014772891998291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 60)",adaptive,500000.0,lbfgs
0.26941800117492676,0.0,0.0130698680877685,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 80)",constant,500000.0,lbfgs
0.2805311679840088,0.0,0.0106749534606933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 80)",invscaling,500000.0,lbfgs
0.3162119388580322,0.0,0.0118389129638671,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 80)",adaptive,500000.0,lbfgs
0.33918309211730957,0.0,0.0140109062194824,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 100)",constant,500000.0,lbfgs
0.3205749988555908,0.0,0.0099909305572509,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 100)",invscaling,500000.0,lbfgs
0.33712267875671387,0.0,0.0129122734069824,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 100)",adaptive,500000.0,lbfgs
0.23407387733459473,0.0,0.0157639980316162,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 20)",constant,500000.0,lbfgs
0.2257983684539795,0.0,0.0102310180664062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 20)",invscaling,500000.0,lbfgs
0.2600891590118408,0.0,0.0102050304412841,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 20)",adaptive,500000.0,lbfgs
0.3169867992401123,0.0,0.0102782249450683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 40)",constant,500000.0,lbfgs
0.2641890048980713,0.0,0.0100011825561523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 40)",invscaling,500000.0,lbfgs
0.26729798316955566,0.0,0.0131621360778808,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 40)",adaptive,500000.0,lbfgs
0.31057000160217285,0.0,0.0098729133605957,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 60)",constant,500000.0,lbfgs
0.30615687370300293,0.0,0.0094408988952636,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 60)",invscaling,500000.0,lbfgs
0.2991158962249756,0.0,0.011199951171875,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 60)",adaptive,500000.0,lbfgs
0.32243895530700684,0.0,0.0113980770111083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 80)",constant,500000.0,lbfgs
0.39073991775512695,0.0,0.015491247177124,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 80)",invscaling,500000.0,lbfgs
0.39328503608703613,0.0,0.00990891456604,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 80)",adaptive,500000.0,lbfgs
0.41608095169067383,0.0,0.0106129646301269,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 100)",constant,500000.0,lbfgs
0.3948400020599365,0.0,0.0132899284362792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 100)",invscaling,500000.0,lbfgs
0.39363574981689453,0.0,0.0097551345825195,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 100)",adaptive,500000.0,lbfgs
0.10299515724182129,0.0,0.0124759674072265,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 20)",constant,500000.0,lbfgs
0.12082195281982422,0.0,0.0152468681335449,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 20)",invscaling,500000.0,lbfgs
0.08641791343688965,0.0,0.0124728679656982,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 20)",adaptive,500000.0,lbfgs
0.12537097930908203,0.0,0.0096039772033691,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 40)",constant,500000.0,lbfgs
0.11698508262634277,0.0,0.0107607841491699,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 40)",invscaling,500000.0,lbfgs
0.12564778327941895,0.0,0.0091791152954101,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 40)",adaptive,500000.0,lbfgs
0.13460278511047363,0.0,0.0112481117248535,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 60)",constant,500000.0,lbfgs
0.15836811065673828,0.0,0.0113611221313476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 60)",invscaling,500000.0,lbfgs
0.13802313804626465,0.0,0.0123758316040039,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 60)",adaptive,500000.0,lbfgs
0.16488409042358398,0.0,0.0094580650329589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 80)",constant,500000.0,lbfgs
0.12856030464172363,0.0,0.0098528861999511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 80)",invscaling,500000.0,lbfgs
0.12380075454711914,0.0,0.013092041015625,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 80)",adaptive,500000.0,lbfgs
0.14201068878173828,0.0,0.009559154510498,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 100)",constant,500000.0,lbfgs
0.1552751064300537,0.0,0.0124151706695556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 100)",invscaling,500000.0,lbfgs
0.16606783866882324,0.0,0.0129859447479248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 100)",adaptive,500000.0,lbfgs
0.16245603561401367,0.0,0.0109157562255859,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 20)",constant,500000.0,lbfgs
0.15062499046325684,0.0,0.0132908821105957,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 20)",invscaling,500000.0,lbfgs
0.16579484939575195,0.0,0.0113241672515869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 20)",adaptive,500000.0,lbfgs
0.1591949462890625,0.0,0.0129990577697753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 40)",constant,500000.0,lbfgs
0.18594789505004883,0.0,0.0107979774475097,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 40)",invscaling,500000.0,lbfgs
0.15124726295471191,0.0,0.0155088901519775,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 40)",adaptive,500000.0,lbfgs
0.18802905082702637,0.0,0.0102019309997558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 60)",constant,500000.0,lbfgs
0.20263195037841797,0.0,0.0100929737091064,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 60)",invscaling,500000.0,lbfgs
0.16339492797851562,0.0,0.0095489025115966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 60)",adaptive,500000.0,lbfgs
0.2016758918762207,0.0,0.009958267211914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 80)",constant,500000.0,lbfgs
0.23022103309631348,0.0,0.0112547874450683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 80)",invscaling,500000.0,lbfgs
0.21603918075561523,0.0,0.0101058483123779,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 80)",adaptive,500000.0,lbfgs
0.28061604499816895,0.0,0.0100946426391601,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 100)",constant,500000.0,lbfgs
0.24613356590270996,0.0,0.0147681236267089,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 100)",invscaling,500000.0,lbfgs
0.2072439193725586,0.0,0.0098428726196289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 100)",adaptive,500000.0,lbfgs
0.19086575508117676,0.0,0.010685920715332,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 20)",constant,500000.0,lbfgs
0.21923494338989258,0.0,0.0112829208374023,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 20)",invscaling,500000.0,lbfgs
0.20604991912841797,0.0,0.0098078250885009,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 20)",adaptive,500000.0,lbfgs
0.2276449203491211,0.0,0.0083742141723632,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 40)",constant,500000.0,lbfgs
0.17755889892578125,0.0,0.0169620513916015,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 40)",invscaling,500000.0,lbfgs
0.23574399948120117,0.0,0.0096499919891357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 40)",adaptive,500000.0,lbfgs
0.23441195487976074,0.0,0.0099568367004394,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 60)",constant,500000.0,lbfgs
0.2132880687713623,0.0,0.0109758377075195,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 60)",invscaling,500000.0,lbfgs
0.21954107284545898,0.0,0.0103020668029785,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 60)",adaptive,500000.0,lbfgs
0.24859094619750977,0.0,0.0102059841156005,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 80)",constant,500000.0,lbfgs
0.2767181396484375,0.0,0.0101239681243896,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 80)",invscaling,500000.0,lbfgs
0.2709670066833496,0.0,0.011293888092041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 80)",adaptive,500000.0,lbfgs
0.31144022941589355,0.0,0.0100958347320556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 100)",constant,500000.0,lbfgs
0.31593799591064453,0.0,0.0175638198852539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 100)",invscaling,500000.0,lbfgs
0.29377007484436035,0.0,0.016960859298706,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 100)",adaptive,500000.0,lbfgs
0.23064088821411133,0.0,0.0101900100708007,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 20)",constant,500000.0,lbfgs
0.23851490020751953,0.0,0.0125389099121093,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 20)",invscaling,500000.0,lbfgs
0.2130281925201416,0.0,0.0097990036010742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 20)",adaptive,500000.0,lbfgs
0.25925779342651367,0.0,0.0082790851593017,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 40)",constant,500000.0,lbfgs
0.23047804832458496,0.0,0.0112121105194091,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 40)",invscaling,500000.0,lbfgs
0.29111814498901367,0.0,0.0101258754730224,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 40)",adaptive,500000.0,lbfgs
0.34580492973327637,0.0,0.0111150741577148,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 60)",constant,500000.0,lbfgs
0.2892451286315918,0.0,0.0104289054870605,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 60)",invscaling,500000.0,lbfgs
0.28759026527404785,0.0,0.0128448009490966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 60)",adaptive,500000.0,lbfgs
0.3555119037628174,0.0,0.0098612308502197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 80)",constant,500000.0,lbfgs
0.3684873580932617,0.0,0.0097496509552001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 80)",invscaling,500000.0,lbfgs
0.3406388759613037,0.0,0.0100412368774414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 80)",adaptive,500000.0,lbfgs
0.29996490478515625,0.0,0.0100710391998291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 100)",constant,500000.0,lbfgs
0.33168721199035645,0.0,0.0109021663665771,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 100)",invscaling,500000.0,lbfgs
0.5553719997406006,0.0,0.0102231502532958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 100)",invscaling,500000.0,adam
0.3905680179595947,0.0,0.0095131397247314,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 100)",adaptive,500000.0,lbfgs
0.28649401664733887,0.0,0.0100102424621582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 20)",constant,500000.0,lbfgs
0.5080487728118896,0.0,0.0113348960876464,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 20)",constant,500000.0,adam
0.2864651679992676,0.0,0.011974811553955,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 20)",invscaling,500000.0,lbfgs
0.29861903190612793,0.0,0.0103647708892822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 20)",adaptive,500000.0,lbfgs
0.3548550605773926,0.0,0.0115618705749511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 40)",constant,500000.0,lbfgs
0.3294508457183838,0.0,0.0153679847717285,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 40)",invscaling,500000.0,lbfgs
0.3799471855163574,0.0,0.0100889205932617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 40)",adaptive,500000.0,lbfgs
0.3343517780303955,0.0,0.0117020606994628,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 60)",constant,500000.0,lbfgs
0.3459508419036865,0.0,0.0139272212982177,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 60)",invscaling,500000.0,lbfgs
0.33182501792907715,0.0,0.0123891830444335,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 60)",adaptive,500000.0,lbfgs
0.3504970073699951,0.0,0.0133907794952392,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 80)",constant,500000.0,lbfgs
0.4375178813934326,0.0,0.0112152099609375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 80)",invscaling,500000.0,lbfgs
0.4641690254211426,0.0,0.0102360248565673,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 80)",adaptive,500000.0,lbfgs
0.4453880786895752,0.0,0.0110969543457031,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 100)",constant,500000.0,lbfgs
0.459913969039917,0.0,0.0108938217163085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 100)",invscaling,500000.0,lbfgs
0.6055788993835449,0.0,0.0169401168823242,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 100)",invscaling,500000.0,adam
0.4387657642364502,0.0,0.0102279186248779,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 100)",adaptive,500000.0,lbfgs
11.292.850.971.221.900,0.0,0.0078852176666259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(15, 15)",adaptive,500000.0,sgd
1.569.019.079.208.370,0.0,0.0086588859558105,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",adaptive,500000.0,sgd
10.059.490.203.857.400,0.0,0.00860595703125,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",constant,500000.0,sgd
2.550.240.993.499.750,0.0,0.0090103149414062,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",constant,500000.0,sgd
2.926.337.718.963.620,0.0,0.0095491409301757,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",adaptive,500000.0,sgd
2.903.571.367.263.790,0.0,0.0127649307250976,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",constant,500000.0,sgd
2.654.003.858.566.280,0.0,0.012808084487915,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",constant,500000.0,sgd
4.230.792.760.848.990,0.0,0.0127680301666259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",constant,500000.0,sgd
31.372.570.991.516.100,0.0,0.0127439498901367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",constant,500000.0,sgd
293.312.406.539.917,0.0,0.0135331153869628,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",adaptive,500000.0,sgd
2.447.902.202.606.200,0.0,0.0111439228057861,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",adaptive,500000.0,sgd
4.590.067.148.208.610,0.0,0.009697675704956,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",adaptive,500000.0,sgd
19.597.930.908.203.100,0.0,0.0091938972473144,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",adaptive,500000.0,sgd
30.520.222.187.042.200,0.0,0.0093920230865478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",adaptive,500000.0,sgd
19.337.241.649.627.600,0.0,0.0092208385467529,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",constant,500000.0,sgd
2.093.647.003.173.820,0.0,0.0114650726318359,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",constant,500000.0,sgd
1.899.449.110.031.120,0.0,0.01043701171875,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",constant,500000.0,sgd
25.650.458.335.876.400,0.0,0.012761116027832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",constant,500000.0,sgd
2.876.094.102.859.490,0.0,0.0102639198303222,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",adaptive,500000.0,sgd
19.295.680.522.918.700,0.0,0.009902000427246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",constant,500000.0,sgd
3.261.992.931.365.960,0.0,0.0111269950866699,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",adaptive,500000.0,sgd
3.126.322.031.021.110,0.0,0.0120048522949218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",constant,500000.0,sgd
3.837.818.145.751.950,0.0,0.0101618766784667,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",adaptive,500000.0,sgd
3.353.388.786.315.910,0.0,0.0101239681243896,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",constant,500000.0,sgd
37.010.700.702.667.200,0.0,0.0133850574493408,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",adaptive,500000.0,sgd
4.021.834.135.055.540,0.0,0.0076961517333984,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",adaptive,500000.0,sgd
0.33296704292297363,0.0,0.0075030326843261,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,15,constant,500000.0,adam
0.22322392463684082,0.0,0.0116269588470458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,40,constant,500000.0,adam
0.3030509948730469,0.0,0.012855052947998,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,45,constant,500000.0,adam
0.5343172550201416,0.0,0.0089418888092041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(15, 90)",invscaling,500000.0,adam
0.47426605224609375,0.0,0.0078821182250976,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(15, 90)",adaptive,500000.0,adam
0.36853456497192383,0.0,0.0083613395690917,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(30, 60)",invscaling,500000.0,adam
0.4883699417114258,0.0,0.0096089839935302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(30, 75)",constant,500000.0,adam
0.5139138698577881,0.0,0.0122091770172119,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 30)",adaptive,500000.0,adam
0.42191410064697266,0.0,0.0111958980560302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 60)",adaptive,500000.0,adam
0.5596249103546143,0.0,0.0161218643188476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 75)",constant,500000.0,adam
0.5049159526824951,0.0,0.0126440525054931,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(75, 75)",invscaling,500000.0,adam
0.3379209041595459,0.0,0.0090351104736328,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(90, 30)",constant,500000.0,adam
0.49701905250549316,0.0,0.0145318508148193,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(90, 75)",adaptive,500000.0,adam
0.4882493019104004,0.0,0.0080409049987792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 20, 60)",invscaling,500000.0,adam
0.5397930145263672,0.0,0.0111520290374755,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 20, 80)",constant,500000.0,adam
0.535942792892456,0.0,0.010483980178833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 40, 60)",invscaling,500000.0,adam
0.38971900939941406,0.0,0.0116910934448242,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 40, 100)",invscaling,500000.0,adam
0.7676990032196045,0.0,0.0148000717163085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 80, 80)",constant,500000.0,adam
0.6507782936096191,0.0,0.0104269981384277,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 80, 80)",adaptive,500000.0,adam
0.39356088638305664,0.0,0.0104470252990722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 100, 60)",invscaling,500000.0,adam
0.392117977142334,0.0,0.0112397670745849,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 20, 60)",adaptive,500000.0,adam
0.34754395484924316,0.0,0.0087690353393554,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 40, 20)",constant,500000.0,adam
0.5029230117797852,0.0,0.0110981464385986,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 40, 80)",adaptive,500000.0,adam
0.8293960094451904,0.0,0.0085949897766113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 60, 20)",adaptive,500000.0,sgd
0.7929270267486572,0.0,0.0179910659790039,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 80, 20)",constant,500000.0,sgd
0.658473014831543,0.0,0.0102150440216064,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 80, 100)",adaptive,500000.0,adam
0.6114339828491211,0.0,0.0102689266204833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 100, 100)",constant,500000.0,adam
0.485858678817749,0.0,0.0101351737976074,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 40, 80)",constant,500000.0,adam
0.4282989501953125,0.0,0.0096361637115478,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 40, 100)",invscaling,500000.0,adam
0.5987210273742676,0.0,0.0184030532836914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 60, 80)",invscaling,500000.0,adam
0.48432493209838867,0.0,0.0113351345062255,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 60, 80)",adaptive,500000.0,adam
0.4787478446960449,0.0,0.0095748901367187,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 80, 20)",invscaling,500000.0,adam
15.171.172.618.865.900,0.0,0.0093898773193359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 80, 100)",constant,500000.0,sgd
0.5284631252288818,0.0,0.0098528861999511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 80, 100)",constant,500000.0,adam
0.5636999607086182,0.0,0.0103030204772949,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 100, 60)",adaptive,500000.0,adam
0.769334077835083,0.0,0.0141797065734863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 100, 100)",constant,500000.0,adam
0.73384690284729,0.0,0.0142788887023925,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 20, 60)",constant,500000.0,sgd
0.9693620204925537,0.0,0.0142879486083984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 40, 40)",constant,500000.0,sgd
0.41744422912597656,0.0,0.0092170238494873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 40, 60)",constant,500000.0,adam
0.3931262493133545,0.0,0.0126159191131591,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 80, 60)",adaptive,500000.0,adam
0.5510637760162354,0.0,0.0113372802734375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 100, 20)",constant,500000.0,adam
0.3625810146331787,0.0,0.0120730400085449,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 100, 20)",adaptive,500000.0,adam
0.6822419166564941,0.0,0.0100610256195068,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 100, 100)",invscaling,500000.0,adam
0.9749689102172852,0.0,0.0124940872192382,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(100, 20, 40)",constant,500000.0,sgd
0.5024118423461914,0.0,0.0156390666961669,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(100, 20, 80)",adaptive,500000.0,adam
0.4471011161804199,0.0,0.0099968910217285,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(100, 20, 100)",adaptive,500000.0,adam
11.625.020.503.997.800,0.0,0.0077519416809082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(30, 15)",constant,500000.0,adam
13.353.369.235.992.400,0.0,0.0083281993865966,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(30, 45)",adaptive,500000.0,adam
15.964.431.762.695.300,0.0,0.0083458423614501,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(30, 75)",constant,500000.0,adam
1.669.677.734.375,0.0,0.0088810920715332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(30, 75)",adaptive,500000.0,adam
1.540.733.814.239.500,0.0,0.0102803707122802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 45)",constant,500000.0,adam
15.191.948.413.848.800,0.0,0.0086238384246826,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 45)",invscaling,500000.0,adam
12.862.091.064.453.100,0.0,0.0084517002105712,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 45)",adaptive,500000.0,adam
1.595.008.134.841.910,0.0,0.0086078643798828,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 60)",invscaling,500000.0,adam
16.338.582.038.879.300,0.0,0.0081958770751953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 75)",adaptive,500000.0,adam
18.482.797.145.843.500,0.0,0.0097212791442871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 90)",constant,500000.0,adam
1.722.330.093.383.780,0.0,0.0089728832244873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 90)",invscaling,500000.0,adam
17.929.039.001.464.800,0.0,0.0100369453430175,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 90)",adaptive,500000.0,adam
12.809.278.964.996.300,0.0,0.0091691017150878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 15)",invscaling,500000.0,adam
1.190.993.070.602.410,0.0,0.0097410678863525,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 45)",invscaling,500000.0,adam
17.764.599.323.272.700,0.0,0.0102391242980957,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 45)",adaptive,500000.0,adam
16.397.628.784.179.600,0.0,0.0096259117126464,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60)",constant,500000.0,adam
16.443.610.191.345.200,0.0,0.0092740058898925,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60)",invscaling,500000.0,adam
15.355.567.932.128.900,0.0,0.009390115737915,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60)",adaptive,500000.0,adam
17.482.171.058.654.700,0.0,0.0091197490692138,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 75)",constant,500000.0,adam
1.998.974.084.854.120,0.0,0.0094490051269531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 90)",invscaling,500000.0,adam
18.175.418.376.922.600,0.0,0.0112321376800537,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 90)",adaptive,500000.0,adam
12.917.068.004.608.100,0.0,0.0090682506561279,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 15)",constant,500000.0,adam
12.870.280.742.645.200,0.0,0.0120313167572021,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 15)",invscaling,500000.0,adam
1.761.897.325.515.740,0.0,0.0092506408691406,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 30)",constant,500000.0,adam
13.891.162.872.314.400,0.0,0.0171678066253662,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 30)",invscaling,500000.0,adam
145.558.500.289.917,0.0,0.0090901851654052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 30)",adaptive,500000.0,adam
16.516.599.655.151.300,0.0,0.0160152912139892,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 45)",constant,500000.0,adam
133.707.594.871.521,0.0,0.00990891456604,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 45)",invscaling,500000.0,adam
15.330.541.133.880.600,0.0,0.0091619491577148,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 45)",adaptive,500000.0,adam
17.804.689.407.348.600,0.0,0.0087339878082275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 60)",constant,500000.0,adam
16.959.412.097.930.900,0.0,0.0095517635345458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 60)",invscaling,500000.0,adam
19.896.349.906.921.300,0.0,0.0111889839172363,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 60)",adaptive,500000.0,adam
21.326.510.906.219.400,0.0,0.0098230838775634,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 75)",invscaling,500000.0,adam
18.456.239.700.317.300,0.0,0.0092308521270751,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 75)",adaptive,500000.0,adam
2.232.671.022.415.160,0.0,0.0109250545501708,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 90)",constant,500000.0,adam
22.744.140.625,0.0,0.0134129524230957,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 90)",invscaling,500000.0,adam
21.110.568.046.569.800,0.0,0.0128791332244873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 90)",adaptive,500000.0,adam
18.305.249.214.172.300,0.0,0.0124361515045166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 15)",invscaling,500000.0,adam
17.808.079.719.543.400,0.0,0.0095889568328857,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 30)",adaptive,500000.0,adam
2.175.974.130.630.490,0.0,0.0093882083892822,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 45)",invscaling,500000.0,adam
22.742.300.033.569.300,0.0,0.0144970417022705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 45)",adaptive,500000.0,adam
1.998.749.017.715.450,0.0,0.0116059780120849,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 60)",constant,500000.0,adam
21.187.551.021.575.900,0.0,0.0097689628601074,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 60)",invscaling,500000.0,adam
2.081.231.117.248.530,0.0,0.012341022491455,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 60)",adaptive,500000.0,adam
2.141.418.933.868.400,0.0,0.0092411041259765,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 75)",constant,500000.0,adam
2.065.336.227.416.990,0.0,0.0092110633850097,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 75)",invscaling,500000.0,adam
2.434.800.148.010.250,0.0,0.0121190547943115,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 75)",adaptive,500000.0,adam
2.511.258.125.305.170,0.0,0.0092086791992187,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 90)",invscaling,500000.0,adam
19.833.109.378.814.600,0.0,0.0112311840057373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 90)",adaptive,500000.0,adam
1.562.467.098.236.080,0.0,0.0117378234863281,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",invscaling,500000.0,adam
18.474.328.517.913.800,0.0,0.00885009765625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",invscaling,500000.0,adam
16.412.131.786.346.400,0.0,0.0113978385925292,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",invscaling,500000.0,adam
16.019.580.364.227.200,0.0,0.0092599391937255,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",invscaling,500000.0,adam
17.857.708.930.969.200,0.0,0.0104162693023681,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",adaptive,500000.0,adam
2.073.904.037.475.580,0.0,0.0088629722595214,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",constant,500000.0,adam
1.976.227.045.059.200,0.0,0.0087068080902099,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",invscaling,500000.0,adam
1.707.366.943.359.370,0.0,0.011174201965332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",constant,500000.0,adam
18.983.631.134.033.200,0.0,0.0085237026214599,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",adaptive,500000.0,adam
16.279.239.654.541.000,0.0,0.0087831020355224,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",invscaling,500000.0,adam
19.537.510.871.887.200,0.0,0.0098319053649902,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",adaptive,500000.0,adam
22.317.800.521.850.500,0.0,0.0106399059295654,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",constant,500000.0,adam
14.776.382.446.289.000,0.0,0.0092959403991699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",adaptive,500000.0,adam
2.285.433.769.226.070,0.0,0.0088942050933837,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",constant,500000.0,adam
23.154.988.288.879.300,0.0,0.0095102787017822,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",invscaling,500000.0,adam
2.267.585.039.138.790,0.0,0.0098769664764404,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",invscaling,500000.0,adam
29.919.419.288.635.200,0.0,0.0111622810363769,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",invscaling,500000.0,adam
29.097.900.390.625,0.0,0.0144209861755371,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",adaptive,500000.0,adam
19.567.487.239.837.600,0.0,0.0106339454650878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",adaptive,500000.0,adam
15.765.609.741.210.900,0.0,0.0097169876098632,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",constant,500000.0,adam
17.988.178.730.010.900,0.0,0.0087301731109619,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",adaptive,500000.0,adam
16.196.849.346.160.800,0.0,0.0092940330505371,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",adaptive,500000.0,adam
16.424.813.270.568.800,0.0,0.0094079971313476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",invscaling,500000.0,adam
17.498.188.018.798.800,0.0,0.0090081691741943,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",adaptive,500000.0,adam
23.542.511.463.165.200,0.0,0.008821964263916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",constant,500000.0,adam
2.226.710.796.356.200,0.0,0.0085721015930175,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",adaptive,500000.0,adam
21.685.731.410.980.200,0.0,0.0092670917510986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",constant,500000.0,adam
19.211.490.154.266.300,0.0,0.0111522674560546,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",invscaling,500000.0,adam
20.844.480.991.363.500,0.0,0.0093336105346679,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",adaptive,500000.0,adam
25.672.550.201.416.000,0.0,0.0091588497161865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",constant,500000.0,adam
201.819.109.916.687,0.0,0.0125389099121093,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",adaptive,500000.0,adam
22.186.520.099.639.800,0.0,0.0097079277038574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",adaptive,500000.0,adam
2.320.460.081.100.460,0.0,0.0113799571990966,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",invscaling,500000.0,adam
30.577.280.521.392.800,0.0,0.0085020065307617,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",invscaling,500000.0,adam
16.132.140.159.606.900,0.0,0.0086660385131835,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",constant,500000.0,adam
15.252.747.535.705.500,0.0,0.0085439682006835,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",invscaling,500000.0,adam
17.304.539.680.480.900,0.0,0.0084228515625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",adaptive,500000.0,adam
1.891.329.050.064.080,0.0,0.0096890926361083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",invscaling,500000.0,adam
16.654.560.565.948.400,0.0,0.0092561244964599,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",invscaling,500000.0,adam
16.710.679.531.097.400,0.0,0.0087900161743164,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",adaptive,500000.0,adam
16.952.509.880.065.900,0.0,0.0089430809020996,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",constant,500000.0,adam
16.799.468.994.140.600,0.0,0.0092799663543701,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",adaptive,500000.0,adam
18.918.628.692.626.900,0.0,0.012571096420288,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",invscaling,500000.0,adam
205.354.905.128.479,0.0,0.0091240406036376,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",constant,500000.0,adam
1.961.029.052.734.370,0.0,0.0090558528900146,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",constant,500000.0,adam
17.261.581.420.898.400,0.0,0.0102620124816894,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",constant,500000.0,adam
22.535.898.685.455.300,0.0,0.0099930763244628,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",invscaling,500000.0,adam
2.039.576.768.875.120,0.0,0.0098621845245361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",invscaling,500000.0,adam
21.343.469.619.750.900,0.0,0.0100188255310058,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",adaptive,500000.0,adam
2.154.416.799.545.280,0.0,0.0097951889038085,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",adaptive,500000.0,adam
23.614.420.890.808.100,0.0,0.0092658996582031,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",constant,500000.0,adam
24.884.281.158.447.200,0.0,0.0097839832305908,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",invscaling,500000.0,adam
305.617.618.560.791,0.0,0.0098659992218017,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",adaptive,500000.0,adam
29.099.230.766.296.300,0.0,0.0093567371368408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",invscaling,500000.0,adam
27.933.907.508.850.000,0.0,0.0087170600891113,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",adaptive,500000.0,adam
13.572.981.357.574.400,0.0,0.0090420246124267,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",adaptive,500000.0,adam
17.966.840.267.181.300,0.0,0.0087859630584716,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",constant,500000.0,adam
2.078.303.098.678.580,0.0,0.0093328952789306,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",invscaling,500000.0,adam
17.865.302.562.713.600,0.0,0.0090317726135253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",adaptive,500000.0,adam
17.966.499.328.613.200,0.0,0.0086028575897216,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",invscaling,500000.0,adam
20.516.583.919.525.100,0.0,0.0091478824615478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",adaptive,500000.0,adam
23.767.201.900.482.100,0.0,0.0093669891357421,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",constant,500000.0,adam
1.795.767.068.862.910,0.0,0.0097157955169677,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",adaptive,500000.0,adam
16.285.929.679.870.600,0.0,0.0126740932464599,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",invscaling,500000.0,adam
21.804.468.631.744.300,0.0,0.0101182460784912,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",invscaling,500000.0,adam
27.540.836.334.228.500,0.0,0.0099573135375976,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",invscaling,500000.0,adam
208.086.895.942.688,0.0,0.0096499919891357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",adaptive,500000.0,adam
20.916.731.357.574.400,0.0,0.0094008445739746,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",constant,500000.0,adam
22.697.620.391.845.700,0.0,0.0101840496063232,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",invscaling,500000.0,adam
21.840.250.492.095.900,0.0,0.0098109245300292,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",adaptive,500000.0,adam
2.828.432.083.129.880,0.0,0.0116989612579345,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",invscaling,500000.0,adam
2.763.270.854.949.950,0.0,0.011674165725708,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",adaptive,500000.0,adam
14.292.550.086.975.000,0.0,0.0082969665527343,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",invscaling,500000.0,adam
1.868.894.100.189.200,0.0,0.0118317604064941,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",constant,500000.0,adam
18.257.479.667.663.500,0.0,0.0095160007476806,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",constant,500000.0,adam
18.608.629.703.521.700,0.0,0.0099101066589355,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",adaptive,500000.0,adam
17.642.362.117.767.300,0.0,0.0132579803466796,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",invscaling,500000.0,adam
2.053.709.030.151.360,0.0,0.0096361637115478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",invscaling,500000.0,adam
22.084.691.524.505.600,0.0,0.0086867809295654,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",invscaling,500000.0,adam
2.068.249.225.616.450,0.0,0.0098569393157958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",adaptive,500000.0,adam
33.601.090.908.050.500,0.0,0.0110108852386474,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",adaptive,500000.0,adam
3.351.699.113.845.820,0.0,0.0110800266265869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",adaptive,500000.0,adam
22.253.470.420.837.400,0.0,0.0097789764404296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",invscaling,500000.0,adam
2.493.155.002.593.990,0.0,0.0097920894622802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",constant,500000.0,adam
26.472.201.347.351.000,0.0,0.0100829601287841,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",invscaling,500000.0,adam
27.339.913.845.062.200,0.0,0.0115697383880615,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",constant,500000.0,adam
32.909.770.011.901.800,0.0,0.008984088897705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",constant,500000.0,adam
25.709.381.103.515.600,0.0,0.0135538578033447,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",invscaling,500000.0,adam
11.928.739.547.729.400,0.0,0.0105950832366943,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(90, 60)",constant,500000.0,sgd
18.678.829.669.952.300,0.0,0.009084939956665,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",constant,500000.0,sgd
2.042.961.835.861.200,0.0,0.009357213973999,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",constant,500000.0,sgd
2.541.797.161.102.290,0.0,0.0095348358154296,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",adaptive,500000.0,sgd
2.024.030.923.843.380,0.0,0.0125620365142822,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",constant,500000.0,sgd
338.188.099.861.145,0.0,0.010218858718872,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",adaptive,500000.0,sgd
38.596.339.225.769.000,0.0,0.0097153186798095,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",adaptive,500000.0,sgd
27.940.869.331.359.800,0.0,0.007455825805664,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,relu,"(30, 90)",adaptive,500000.0,sgd
0.4668080806732178,0.0,0.0212407112121582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7586206896551724,0.7586206896551724,0.0,3698,0.7674418604651163,0.7674418604651163,0.0,5116,0.7586206896551724,0.7586206896551724,0.0,4625,MLPClassifier,,,,,,,identity,"(20, 20, 80)",invscaling,500000.0,adam
0.6265709400177002,0.0,0.0099027156829833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7586206896551724,0.7586206896551724,0.0,3698,0.7674418604651163,0.7674418604651163,0.0,5116,0.7586206896551724,0.7586206896551724,0.0,4625,MLPClassifier,,,,,,,identity,"(60, 100, 100)",adaptive,500000.0,adam
11.542.201.042.175.200,0.0,0.0097637176513671,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.7586206896551724,0.7586206896551724,0.0,3698,0.7674418604651163,0.7674418604651163,0.0,5116,0.7586206896551724,0.7586206896551724,0.0,4625,MLPClassifier,,,,,,,identity,"(100, 80, 20)",constant,500000.0,sgd
11.001.050.472.259.500,0.0,0.0086309909820556,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.7471264367816092,0.7471264367816092,0.0,4596,0.8372093023255814,0.8372093023255814,0.0,3657,0.7659574468085107,0.7659574468085107,0.0,4403,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",adaptive,500000.0,sgd
1.722.193.956.375.120,0.0,0.0095610618591308,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.7471264367816092,0.7471264367816092,0.0,4596,0.8372093023255814,0.8372093023255814,0.0,3657,0.7659574468085107,0.7659574468085107,0.0,4403,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",constant,500000.0,sgd
0.3800849914550781,0.0,0.0109560489654541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,5,adaptive,500000.0,adam
0.3601720333099365,0.0,0.0090179443359375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(45, 15)",constant,500000.0,adam
0.4390556812286377,0.0,0.0122833251953125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(40, 60, 100)",adaptive,500000.0,adam
0.5650889873504639,0.0,0.0088648796081542,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(40, 80, 40)",invscaling,500000.0,adam
0.6046409606933594,0.0,0.0098879337310791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(40, 80, 80)",adaptive,500000.0,adam
0.45320892333984375,0.0,0.0093140602111816,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(80, 80, 20)",invscaling,500000.0,adam
0.4106919765472412,0.0,0.0094552040100097,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(80, 80, 40)",adaptive,500000.0,adam
0.6060590744018555,0.0,0.010401964187622,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(100, 80, 20)",adaptive,500000.0,adam
0.5734798908233643,0.0,0.0104608535766601,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(100, 80, 80)",constant,500000.0,adam
0.711068868637085,0.0,0.0100979804992675,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(100, 100, 60)",invscaling,500000.0,adam
0.766369104385376,0.0,0.0076417922973632,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(30, 30)",adaptive,500000.0,sgd
11.503.901.481.628.400,0.0,0.0080556869506835,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(30, 60)",adaptive,500000.0,sgd
1.426.217.794.418.330,0.0,0.0076711177825927,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",constant,500000.0,sgd
30.201.311.111.450.100,0.0,0.010556936264038,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",constant,500000.0,sgd
17.961.688.041.687.000,0.0,0.0084810256958007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",adaptive,500000.0,sgd
11.265.909.671.783.400,0.0,0.0097050666809082,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",constant,500000.0,sgd
15.426.759.719.848.600,0.0,0.0086340904235839,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",constant,500000.0,sgd
27.160.167.694.091.700,0.0,0.0100901126861572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",adaptive,500000.0,sgd
2.071.544.885.635.370,0.0,0.0114161968231201,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",adaptive,500000.0,sgd
24.202.680.587.768.500,0.0,0.0132851600646972,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",adaptive,500000.0,sgd
2.582.839.012.145.990,0.0,0.0091710090637207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",constant,500000.0,sgd
2.545.980.930.328.360,0.0,0.0097904205322265,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",constant,500000.0,sgd
367.012.095.451.355,0.0,0.0101523399353027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",constant,500000.0,sgd
0.7267029285430908,0.0,0.0099718570709228,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,relu,15,constant,500000.0,sgd
0.7287330627441406,0.0,0.0077550411224365,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,relu,75,adaptive,500000.0,sgd
66.178.529.262.542.700,0.0,0.0090188980102539,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,relu,"(20, 80, 60)",adaptive,500000.0,sgd
0.5296001434326172,0.0,0.012563943862915,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,35,invscaling,500000.0,adam
0.4395408630371094,0.0,0.013404369354248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,40,invscaling,500000.0,adam
0.3811030387878418,0.0,0.0093259811401367,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,45,adaptive,500000.0,adam
0.5999360084533691,0.0,0.0100178718566894,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,"(20, 60, 20)",invscaling,500000.0,adam
0.5791339874267578,0.0,0.010577917098999,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,"(20, 80, 20)",adaptive,500000.0,sgd
0.5499460697174072,0.0,0.0080320835113525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,"(20, 100, 80)",adaptive,500000.0,adam
0.5255622863769531,0.0,0.0120389461517333,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,"(80, 60, 100)",invscaling,500000.0,adam
0.6438651084899902,0.0,0.016413927078247,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,"(80, 100, 80)",adaptive,500000.0,adam
1.132.444.143.295.280,0.0,0.009761095046997,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,logistic,"(15, 15)",invscaling,500000.0,adam
10.855.298.042.297.300,0.0,0.0094330310821533,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,logistic,"(15, 30)",invscaling,500000.0,adam
10.357.789.993.286.100,0.0,0.00844407081604,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",constant,500000.0,sgd
0.9077589511871338,0.0,0.0129110813140869,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",constant,500000.0,sgd
2.066.948.175.430.290,0.0,0.0105059146881103,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",constant,500000.0,sgd
1.981.501.817.703.240,0.0,0.0093920230865478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",adaptive,500000.0,sgd
3.731.132.984.161.370,0.0,0.0107409954071044,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",constant,500000.0,sgd
18.000.292.778.015.100,0.0,0.0082349777221679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",constant,500000.0,sgd
18.280.119.895.935.000,0.0,0.0085959434509277,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",constant,500000.0,sgd
2.586.121.082.305.900,0.0,0.0128800868988037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",adaptive,500000.0,sgd
32.775.352.001.190.100,0.0,0.0132157802581787,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",constant,500000.0,sgd
21.177.420.616.149.900,0.0,0.0143330097198486,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",constant,500000.0,sgd
2.458.760.976.791.380,0.0,0.0169787406921386,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",adaptive,500000.0,sgd
2.325.417.995.452.880,0.0,0.0097889900207519,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",adaptive,500000.0,sgd
19.506.771.564.483.600,0.0,0.0095858573913574,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",constant,500000.0,sgd
2.953.956.127.166.740,0.0,0.0114648342132568,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",adaptive,500000.0,sgd
1.927.582.025.527.950,0.0,0.0091931819915771,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",adaptive,500000.0,sgd
2.538.641.929.626.460,0.0,0.0098018646240234,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",adaptive,500000.0,sgd
0.7716243267059326,0.0,0.0089747905731201,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,relu,85,constant,500000.0,sgd
3.489.871.025.085.440,0.0,0.0105810165405273,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,relu,"(20, 100, 20)",adaptive,500000.0,sgd
0.35885095596313477,0.0,0.0081720352172851,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,15,invscaling,500000.0,adam
0.3974568843841553,0.0,0.0083870887756347,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(45, 30)",constant,500000.0,sgd
0.6835248470306396,0.0,0.0088670253753662,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(20, 60, 80)",constant,500000.0,sgd
0.4608588218688965,0.0,0.0094509124755859,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(40, 20, 60)",constant,500000.0,sgd
0.6938591003417969,0.0,0.0095901489257812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(40, 40, 80)",constant,500000.0,sgd
16.518.290.042.877.100,0.0,0.0112090110778808,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(40, 100, 80)",adaptive,500000.0,sgd
1.301.151.990.890.500,0.0,0.0103940963745117,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(40, 100, 100)",constant,500000.0,sgd
0.7471179962158203,0.0,0.0107150077819824,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(60, 60, 40)",constant,500000.0,sgd
0.5878028869628906,0.0,0.0113790035247802,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(60, 80, 20)",constant,500000.0,sgd
0.6157100200653076,0.0,0.0127708911895751,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(60, 80, 100)",adaptive,500000.0,adam
0.814521074295044,0.0,0.0147919654846191,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(100, 40, 40)",constant,500000.0,sgd
12.234.208.583.831.700,0.0,0.0093419551849365,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(100, 100, 20)",constant,500000.0,sgd
0.8548600673675537,0.0,0.0096187591552734,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,40,adaptive,500000.0,adam
0.8513820171356201,0.0,0.0078649520874023,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,45,invscaling,500000.0,adam
10.032.968.521.118.100,0.0,0.0079901218414306,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,60,invscaling,500000.0,adam
0.9832699298858643,0.0,0.0077590942382812,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,60,adaptive,500000.0,adam
10.191.240.310.668.900,0.0,0.0079071521759033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,65,constant,500000.0,adam
1.242.772.102.355.950,0.0,0.0130209922790527,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,70,constant,500000.0,adam
10.487.098.693.847.600,0.0,0.0079352855682373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,70,invscaling,500000.0,adam
0.9729180335998535,0.0,0.0094978809356689,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,70,adaptive,500000.0,adam
11.621.770.858.764.600,0.0,0.0075409412384033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,75,constant,500000.0,adam
10.967.738.628.387.400,0.0,0.0088269710540771,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,75,invscaling,500000.0,adam
1.080.902.099.609.370,0.0,0.0085067749023437,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,75,adaptive,500000.0,adam
11.606.671.810.150.100,0.0,0.0073118209838867,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,80,constant,500000.0,adam
1.089.374.303.817.740,0.0,0.0080649852752685,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,80,invscaling,500000.0,adam
12.255.010.604.858.300,0.0,0.0082359313964843,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,80,adaptive,500000.0,adam
1.293.605.089.187.620,0.0,0.0092732906341552,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,85,constant,500000.0,adam
12.307.231.426.239.000,0.0,0.0081567764282226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,85,invscaling,500000.0,adam
11.865.489.482.879.600,0.0,0.0087921619415283,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,85,adaptive,500000.0,adam
11.084.480.285.644.500,0.0,0.0100908279418945,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,90,constant,500000.0,adam
1.242.096.185.684.200,0.0,0.008035659790039,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,90,invscaling,500000.0,adam
12.803.208.827.972.400,0.0,0.0086820125579833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,90,adaptive,500000.0,adam
16.431.498.527.526.800,0.0,0.0079381465911865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,95,constant,500000.0,adam
12.690.811.157.226.500,0.0,0.008970022201538,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,95,invscaling,500000.0,adam
12.403.810.024.261.400,0.0,0.0082459449768066,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,95,adaptive,500000.0,adam
11.138.110.160.827.600,0.0,0.0109858512878417,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,100,constant,500000.0,adam
13.930.230.140.686.000,0.0,0.0110628604888916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,100,invscaling,500000.0,adam
14.546.599.388.122.500,0.0,0.0105080604553222,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,100,adaptive,500000.0,adam
0.9838731288909912,0.0,0.0084228515625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 30)",constant,500000.0,adam
0.9478130340576172,0.0,0.008631944656372,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 30)",adaptive,500000.0,adam
11.352.460.384.368.800,0.0,0.0079669952392578,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 45)",constant,500000.0,adam
11.884.799.003.601.000,0.0,0.0089857578277587,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 45)",invscaling,500000.0,adam
1.088.961.124.420.160,0.0,0.0079569816589355,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 45)",adaptive,500000.0,adam
14.854.142.665.863.000,0.0,0.0078179836273193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 60)",invscaling,500000.0,adam
12.262.701.988.220.200,0.0,0.008152961730957,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 60)",adaptive,500000.0,adam
16.727.440.357.208.200,0.0,0.0083870887756347,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 75)",constant,500000.0,adam
12.756.900.787.353.500,0.0,0.007476806640625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 75)",adaptive,500000.0,adam
16.009.249.687.194.800,0.0,0.0090029239654541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 90)",constant,500000.0,adam
13.112.068.176.269.500,0.0,0.0143611431121826,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 90)",invscaling,500000.0,adam
13.990.600.109.100.300,0.0,0.011782169342041,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 90)",adaptive,500000.0,adam
0.9895741939544678,0.0,0.0081636905670166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 30)",constant,500000.0,adam
10.191.481.113.433.800,0.0,0.0089528560638427,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 30)",invscaling,500000.0,adam
10.211.830.139.160.100,0.0,0.0091569423675537,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 45)",invscaling,500000.0,adam
15.021.848.678.588.800,0.0,0.0081570148468017,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 60)",constant,500000.0,adam
12.163.209.915.161.100,0.0,0.0083599090576171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 60)",invscaling,500000.0,adam
13.889.269.828.796.300,0.0,0.0083739757537841,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 60)",adaptive,500000.0,adam
1.381.239.891.052.240,0.0,0.0078890323638916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 75)",invscaling,500000.0,adam
16.145.069.599.151.600,0.0,0.007828950881958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 90)",constant,500000.0,adam
13.959.681.987.762.400,0.0,0.00844407081604,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 90)",invscaling,500000.0,adam
1.152.479.887.008.660,0.0,0.0077929496765136,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 30)",constant,500000.0,adam
11.458.799.839.019.700,0.0,0.0125691890716552,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 30)",adaptive,500000.0,adam
13.819.139.003.753.600,0.0,0.0093860626220703,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 60)",constant,500000.0,adam
13.601.090.908.050.500,0.0,0.0097568035125732,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 60)",adaptive,500000.0,adam
1.443.260.908.126.830,0.0,0.0100200176239013,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 75)",constant,500000.0,adam
1.473.855.972.290.030,0.0,0.0122089385986328,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 75)",invscaling,500000.0,adam
1.082.150.936.126.700,0.0,0.0089218616485595,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 15)",constant,500000.0,adam
11.641.168.594.360.300,0.0,0.0085861682891845,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 15)",adaptive,500000.0,adam
12.541.098.594.665.500,0.0,0.0088822841644287,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 30)",adaptive,500000.0,adam
14.406.561.851.501.400,0.0,0.0120577812194824,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 45)",constant,500000.0,adam
16.675.288.677.215.500,0.0,0.0095050334930419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 75)",invscaling,500000.0,adam
17.817.778.587.341.300,0.0,0.0083053112030029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 75)",adaptive,500000.0,adam
14.847.497.940.063.400,0.0,0.008800983428955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 90)",constant,500000.0,adam
19.898.860.454.559.300,0.0,0.0096356868743896,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(75, 75)",constant,500000.0,adam
17.470.698.356.628.400,0.0,0.0099010467529296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(90, 45)",constant,500000.0,adam
2.043.574.810.028.070,0.0,0.0096900463104248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",adaptive,500000.0,adam
0.47063517570495605,0.0,0.0084459781646728,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,10,adaptive,500000.0,sgd
10.109.822.750.091.500,0.0,0.0126419067382812,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(15, 45)",constant,500000.0,sgd
35.903.947.353.363.000,0.0,0.0093703269958496,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",adaptive,500000.0,sgd
2.805.731.773.376.460,0.0,0.0138568878173828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",adaptive,500000.0,sgd
17.753.398.418.426.500,0.0,0.0097391605377197,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",constant,500000.0,sgd
25.156.989.097.595.200,0.0,0.0094242095947265,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",adaptive,500000.0,sgd
16.567.308.902.740.400,0.0,0.010181188583374,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",adaptive,500000.0,sgd
25.217.480.659.484.800,0.0,0.0134098529815673,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",constant,500000.0,sgd
2.827.387.809.753.410,0.0,0.014409065246582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",adaptive,500000.0,sgd
18.334.181.308.746.300,0.0,0.0099959373474121,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",constant,500000.0,sgd
19.962.129.592.895.500,0.0,0.0098030567169189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",constant,500000.0,sgd
32.964.038.848.876.900,0.0,0.0099620819091796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",adaptive,500000.0,sgd
18.326.129.913.330.000,0.0,0.0086040496826171,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",constant,500000.0,sgd
15.206.880.569.458.000,0.0,0.00885009765625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",constant,500000.0,sgd
17.293.651.103.973.300,0.0,0.0127348899841308,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",constant,500000.0,sgd
27.187.938.690.185.500,0.0,0.0102210044860839,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",constant,500000.0,sgd
2.727.708.101.272.580,0.0,0.0101740360260009,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",constant,500000.0,sgd
0.4981980323791504,0.0,0.0102121829986572,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(40, 80, 100)",constant,500000.0,adam
0.5538909435272217,0.0,0.0108389854431152,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(60, 20, 20)",constant,500000.0,sgd
0.34035301208496094,0.0,0.008354902267456,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(60, 100, 20)",adaptive,500000.0,adam
0.503382682800293,0.0,0.0096580982208251,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(80, 20, 100)",constant,500000.0,adam
0.5928280353546143,0.0,0.0118701457977294,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(80, 40, 100)",constant,500000.0,adam
0.6460230350494385,0.0,0.0118319988250732,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(80, 80, 80)",constant,500000.0,adam
0.51432204246521,0.0,0.0104858875274658,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(80, 80, 80)",invscaling,500000.0,adam
0.48403215408325195,0.0,0.0117659568786621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(80, 80, 100)",adaptive,500000.0,adam
0.42592501640319824,0.0,0.0120329856872558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(100, 60, 40)",constant,500000.0,adam
14.773.070.812.225.300,0.0,0.0152897834777832,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(100, 60, 40)",adaptive,500000.0,sgd
15.930.919.647.216.700,0.0,0.0118610858917236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(100, 100, 60)",constant,500000.0,sgd
0.6887810230255127,0.0,0.013146162033081,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(100, 100, 100)",adaptive,500000.0,adam
0.5468192100524902,0.0,0.0094521045684814,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,relu,35,constant,500000.0,sgd
0.7979509830474854,0.0,0.0080509185791015,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,relu,35,adaptive,500000.0,sgd
0.9069550037384033,0.0,0.009775161743164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.65625,0.65625,0.0,5596,0.735632183908046,0.735632183908046,0.0,4758,0.9767441860465116,0.9767441860465116,0.0,1284,0.7850467289719625,0.7850467289719625,0.0,3392,MLPClassifier,,,,,,,identity,"(60, 80, 100)",invscaling,500000.0,sgd
14.479.470.252.990.700,0.0,0.0084600448608398,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.6851851851851852,0.6851851851851852,0.0,5518,0.735632183908046,0.735632183908046,0.0,4758,0.8604651162790697,0.8604651162790697,0.0,3618,0.7628865979381443,0.7628865979381443,0.0,4596,MLPClassifier,,,,,,,relu,5,constant,500000.0,adam
16.091.728.210.449.200,0.0,0.0086569786071777,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.6851851851851852,0.6851851851851852,0.0,5518,0.735632183908046,0.735632183908046,0.0,4758,0.8604651162790697,0.8604651162790697,0.0,3618,0.7628865979381443,0.7628865979381443,0.0,4596,MLPClassifier,,,,,,,relu,10,adaptive,500000.0,adam
4.947.314.977.645.870,0.0,0.0100238323211669,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.735632183908046,0.735632183908046,0.0,4758,0.8372093023255814,0.8372093023255814,0.0,3657,0.7578947368421053,0.7578947368421053,0.0,4628,MLPClassifier,,,,,,,relu,"(20, 40, 40)",adaptive,500000.0,sgd
25.787.880.420.684.800,0.0,0.0100269317626953,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.735632183908046,0.735632183908046,0.0,4758,0.813953488372093,0.813953488372093,0.0,3937,0.7526881720430109,0.7526881720430109,0.0,4657,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",adaptive,500000.0,sgd
1.976.966.142.654.410,0.0,0.0092129707336425,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.735632183908046,0.735632183908046,0.0,4758,0.813953488372093,0.813953488372093,0.0,3937,0.7526881720430109,0.7526881720430109,0.0,4657,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",constant,500000.0,sgd
1.666.813.850.402.830,0.0,0.0102069377899169,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.735632183908046,0.735632183908046,0.0,4758,0.813953488372093,0.813953488372093,0.0,3937,0.7526881720430109,0.7526881720430109,0.0,4657,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",constant,500000.0,sgd
15.507.421.493.530.200,0.0,0.0095458030700683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.735632183908046,0.735632183908046,0.0,4758,0.813953488372093,0.813953488372093,0.0,3937,0.7526881720430109,0.7526881720430109,0.0,4657,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",adaptive,500000.0,sgd
1.691.253.900.527.950,0.0,0.0095942020416259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.735632183908046,0.735632183908046,0.0,4758,0.813953488372093,0.813953488372093,0.0,3937,0.7526881720430109,0.7526881720430109,0.0,4657,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",adaptive,500000.0,sgd
0.1945819854736328,0.0,0.0060999393463134,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,identity,10,constant,500000.0,adam
0.28192687034606934,0.0,0.0134479999542236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,identity,80,constant,500000.0,sgd
0.39633631706237793,0.0,0.0147707462310791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,identity,90,constant,500000.0,adam
0.9995012283325195,0.0,0.0088229179382324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(90, 30)",adaptive,500000.0,sgd
16.971.139.907.836.900,0.0,0.0102529525756835,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",adaptive,500000.0,sgd
17.437.078.952.789.300,0.0,0.0092759132385253,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",constant,500000.0,sgd
23.984.429.836.273.100,0.0,0.009099006652832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",adaptive,500000.0,sgd
25.937.891.006.469.700,0.0,0.0103969573974609,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",constant,500000.0,sgd
18.711.600.303.649.900,0.0,0.0087549686431884,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",constant,500000.0,sgd
30.520.999.431.610.100,0.0,0.0163729190826416,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",constant,500000.0,sgd
1.376.668.930.053.710,0.0,0.0117928981781005,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",constant,500000.0,sgd
2.583.362.102.508.540,0.0,0.0128788948059082,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",adaptive,500000.0,sgd
2.965.203.046.798.700,0.0,0.0097889900207519,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",adaptive,500000.0,sgd
2.605.689.287.185.660,0.0,0.0100867748260498,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",constant,500000.0,sgd
359.934.401.512.146,0.0,0.0096170902252197,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",constant,500000.0,sgd
32.104.640.007.019.000,0.0,0.0099451541900634,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",adaptive,500000.0,sgd
26.346.468.925.476.000,0.0,0.013503074645996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",adaptive,500000.0,sgd
3.826.997.995.376.580,0.0,0.0100281238555908,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",adaptive,500000.0,sgd
27.232.041.358.947.700,0.0,0.0107479095458984,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",adaptive,500000.0,sgd
10.989.360.809.326.100,0.0,0.0084137916564941,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,relu,"(15, 45)",constant,500000.0,sgd
15.116.398.334.503.100,0.0,0.0077822208404541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,relu,"(15, 60)",adaptive,500000.0,sgd
20.779.709.815.979.000,0.0,0.0090749263763427,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,relu,"(30, 75)",adaptive,500000.0,sgd
0.011953115463256836,0.0,0.0097389221191406,0.0,"{'gamma': 'scale', 'kernel': 'rbf'}",0.717391304347826,0.717391304347826,0.0,5,0.735632183908046,0.735632183908046,0.0,1,0.7674418604651163,0.7674418604651163,0.0,1,0.7415730337078652,0.7415730337078652,0.0,1,SVC,scale,rbf,,,,,,,,,
0.2072761058807373,0.0,0.0082759857177734,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,10,adaptive,500000.0,adam
0.45263195037841797,0.0,0.0095407962799072,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,20,adaptive,500000.0,adam
0.3013730049133301,0.0,0.0094478130340576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,30,adaptive,500000.0,sgd
0.42955589294433594,0.0,0.0125050544738769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,65,constant,500000.0,adam
0.8591418266296387,0.0,0.0085229873657226,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(30, 90)",adaptive,500000.0,sgd
0.6913511753082275,0.0,0.0089728832244873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(20, 40, 60)",adaptive,500000.0,sgd
0.6831190586090088,0.0,0.0102298259735107,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(20, 80, 20)",constant,500000.0,sgd
0.958219051361084,0.0,0.0112650394439697,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(20, 100, 20)",constant,500000.0,sgd
10.374.760.627.746.500,0.0,0.0090758800506591,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(40, 40, 80)",adaptive,500000.0,sgd
0.6312098503112793,0.0,0.0103230476379394,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(60, 20, 60)",constant,500000.0,sgd
14.969.573.020.935.000,0.0,0.0110819339752197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(60, 40, 80)",adaptive,500000.0,sgd
0.9960770606994629,0.0,0.0095040798187255,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,logistic,"(15, 15)",constant,500000.0,adam
0.806725025177002,0.0,0.0079061985015869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,logistic,"(15, 15)",adaptive,500000.0,adam
11.724.121.570.587.100,0.0,0.0086491107940673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,logistic,"(30, 15)",invscaling,500000.0,adam
10.955.901.145.935.000,0.0,0.0097558498382568,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,logistic,"(30, 15)",adaptive,500000.0,adam
12.556.381.225.585.900,0.0,0.008185863494873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,logistic,"(30, 30)",adaptive,500000.0,adam
0.508328914642334,0.0,0.0067939758300781,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,30,adaptive,500000.0,sgd
0.3524200916290283,0.0,0.0073089599609375,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,45,constant,500000.0,sgd
13.436.470.031.738.200,0.0,0.008862018585205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(90, 30)",constant,500000.0,sgd
10.156.850.814.819.300,0.0,0.00803804397583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",constant,500000.0,sgd
18.041.670.322.418.200,0.0,0.0083858966827392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",adaptive,500000.0,sgd
24.803.829.193.115.200,0.0,0.0094671249389648,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",adaptive,500000.0,sgd
20.958.709.716.796.800,0.0,0.0139350891113281,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",constant,500000.0,sgd
23.424.417.972.564.600,0.0,0.0106019973754882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",constant,500000.0,sgd
34.405.179.023.742.600,0.0,0.0106937885284423,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",adaptive,500000.0,sgd
2.052.717.924.118.040,0.0,0.0096960067749023,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",adaptive,500000.0,sgd
1.747.006.893.157.950,0.0,0.0078248977661132,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",adaptive,500000.0,sgd
2.195.712.089.538.570,0.0,0.0099608898162841,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",adaptive,500000.0,sgd
18.213.739.395.141.600,0.0,0.0098330974578857,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",constant,500000.0,sgd
17.751.898.765.563.900,0.0,0.0100271701812744,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",constant,500000.0,sgd
15.735.690.593.719.400,0.0,0.0090301036834716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",constant,500000.0,sgd
2.405.681.848.526.000,0.0,0.0130298137664794,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",constant,500000.0,sgd
17.530.622.482.299.800,0.0,0.0084128379821777,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",constant,500000.0,sgd
19.853.019.714.355.400,0.0,0.013801097869873,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",constant,500000.0,sgd
22.676.939.964.294.400,0.0,0.0096368789672851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",constant,500000.0,sgd
18.273.110.389.709.400,0.0,0.0096709728240966,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",constant,500000.0,sgd
28.975.329.399.108.800,0.0,0.0110530853271484,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",constant,500000.0,sgd
18.138.329.982.757.500,0.0,0.0088410377502441,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",adaptive,500000.0,sgd
2.022.469.997.406.000,0.0,0.0162749290466308,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",constant,500000.0,sgd
34.093.029.499.053.900,0.0,0.0110371112823486,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",adaptive,500000.0,sgd
2.951.292.037.963.860,0.0,0.0154111385345458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",constant,500000.0,sgd
0.8001327514648438,0.0,0.0088272094726562,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,relu,65,constant,500000.0,sgd
0.74440598487854,0.0,0.0102510452270507,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,relu,90,constant,500000.0,sgd
0.5978538990020752,0.0,0.0079061985015869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(15, 45)",adaptive,500000.0,sgd
0.49881601333618164,0.0,0.0083250999450683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(20, 20, 60)",constant,500000.0,sgd
0.4875209331512451,0.0,0.0103909969329833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(20, 20, 100)",constant,500000.0,sgd
10.272.960.662.841.700,0.0,0.013561725616455,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(20, 100, 40)",constant,500000.0,sgd
0.7328650951385498,0.0,0.0087778568267822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(40, 40, 60)",constant,500000.0,sgd
0.7509360313415527,0.0,0.0097353458404541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(40, 60, 100)",constant,500000.0,sgd
0.6505069732666016,0.0,0.0096120834350585,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(40, 100, 100)",invscaling,500000.0,adam
0.8569447994232178,0.0,0.0093080997467041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 20, 20)",adaptive,500000.0,sgd
0.9864623546600342,0.0,0.0100297927856445,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 60, 60)",constant,500000.0,sgd
12.559.840.679.168.700,0.0,0.0110020637512207,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 60, 80)",adaptive,500000.0,sgd
12.284.021.377.563.400,0.0,0.0101399421691894,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 100, 40)",constant,500000.0,sgd
12.801.320.552.825.900,0.0,0.011491060256958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 100, 40)",adaptive,500000.0,sgd
1.312.281.847.000.120,0.0,0.0119321346282958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 100, 60)",adaptive,500000.0,sgd
15.131.781.101.226.800,0.0,0.012967824935913,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 100, 80)",adaptive,500000.0,sgd
10.348.811.149.597.100,0.0,0.0101289749145507,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 40, 60)",constant,500000.0,sgd
1.072.324.275.970.450,0.0,0.010765790939331,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 40, 60)",adaptive,500000.0,sgd
14.563.589.096.069.300,0.0,0.0098400115966796,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 40, 80)",adaptive,500000.0,sgd
0.7659859657287598,0.0,0.0104730129241943,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 60, 40)",constant,500000.0,sgd
11.323.111.057.281.400,0.0,0.0197927951812744,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 60, 60)",adaptive,500000.0,sgd
0.90254807472229,0.0,0.0100488662719726,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 60, 100)",constant,500000.0,sgd
10.549.430.847.167.900,0.0,0.0103070735931396,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 80, 100)",constant,500000.0,sgd
14.249.510.765.075.600,0.0,0.0097081661224365,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 100, 40)",adaptive,500000.0,sgd
13.007.757.663.726.800,0.0,0.0087380409240722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(100, 40, 100)",constant,500000.0,sgd
2.076.616.048.812.860,0.0,0.0101969242095947,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(100, 100, 80)",adaptive,500000.0,sgd
14.773.879.051.208.400,0.0,0.0082209110260009,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,logistic,60,constant,500000.0,sgd
2.531.916.856.765.740,0.0,0.0093929767608642,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",constant,500000.0,sgd
1.313.431.739.807.120,0.0,0.0086619853973388,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",adaptive,500000.0,sgd
38.580.689.430.236.800,0.0,0.0124449729919433,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",adaptive,500000.0,sgd
28.255.350.589.752.100,0.0,0.0129070281982421,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",constant,500000.0,sgd
2.029.265.880.584.710,0.0,0.009253978729248,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",constant,500000.0,sgd
2.131.497.859.954.830,0.0,0.0115251541137695,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",constant,500000.0,sgd
25.179.479.122.161.800,0.0,0.0105478763580322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",adaptive,500000.0,sgd
24.924.652.576.446.500,0.0,0.0130338668823242,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",constant,500000.0,sgd
3.531.233.072.280.880,0.0,0.0097849369049072,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",adaptive,500000.0,sgd
0.6868531703948975,0.0,0.0069618225097656,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,relu,25,constant,500000.0,sgd
2.110.150.098.800.650,0.0,0.0076980590820312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,relu,"(15, 75)",constant,500000.0,sgd
0.344959020614624,0.0,0.0082290172576904,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,25,adaptive,500000.0,adam
0.41748881340026855,0.0,0.0101912021636962,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(15, 30)",constant,500000.0,sgd
0.4314577579498291,0.0,0.0123960971832275,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(75, 30)",constant,500000.0,sgd
0.6563410758972168,0.0,0.0127511024475097,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(20, 80, 100)",constant,500000.0,sgd
0.8054630756378174,0.0,0.0092737674713134,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(40, 80, 40)",adaptive,500000.0,sgd
11.999.971.866.607.600,0.0,0.0147609710693359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(40, 100, 20)",constant,500000.0,sgd
0.9126040935516357,0.0,0.0103330612182617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(60, 20, 80)",adaptive,500000.0,sgd
1.161.628.246.307.370,0.0,0.0111396312713623,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(80, 80, 40)",adaptive,500000.0,sgd
0.4415261745452881,0.0,0.0077157020568847,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,tanh,50,adaptive,500000.0,sgd
21.956.276.893.615.700,0.0,0.009587287902832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",adaptive,500000.0,sgd
0.009783029556274414,0.0,0.0073180198669433,0.0,"{'gamma': 'scale', 'kernel': 'linear'}",0.75,0.75,0.0,3,0.735632183908046,0.735632183908046,0.0,1,0.6976744186046512,0.6976744186046512,0.0,5,0.7228915662650603,0.7228915662650603,0.0,3,SVC,scale,linear,,,,,,,,,
0.005010128021240234,0.0,0.0042669773101806,0.0,"{'gamma': 'auto', 'kernel': 'linear'}",0.75,0.75,0.0,3,0.735632183908046,0.735632183908046,0.0,1,0.6976744186046512,0.6976744186046512,0.0,5,0.7228915662650603,0.7228915662650603,0.0,3,SVC,auto,linear,,,,,,,,,
0.39577698707580566,0.0,0.0118908882141113,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.7241379310344828,0.7241379310344828,0.0,4878,0.8837209302325582,0.8837209302325582,0.0,3367,0.7599999999999999,0.7599999999999999,0.0,4624,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",invscaling,500000.0,sgd
0.3119978904724121,0.0,0.0124268531799316,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6792452830188679,0.6792452830188679,0.0,5541,0.7241379310344828,0.7241379310344828,0.0,4878,0.8372093023255814,0.8372093023255814,0.0,3657,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",invscaling,500000.0,sgd
16.980.640.888.214.100,0.0,0.0082910060882568,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6862745098039216,0.6862745098039216,0.0,5516,0.7241379310344828,0.7241379310344828,0.0,4878,0.813953488372093,0.813953488372093,0.0,3937,0.7446808510638299,0.7446808510638299,0.0,4777,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",constant,500000.0,sgd
18.835.699.558.258.000,0.0,0.0079782009124755,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6862745098039216,0.6862745098039216,0.0,5516,0.7241379310344828,0.7241379310344828,0.0,4878,0.813953488372093,0.813953488372093,0.0,3937,0.7446808510638299,0.7446808510638299,0.0,4777,MLPClassifier,,,,,,,relu,"(15, 90)",constant,500000.0,sgd
0.27991223335266113,0.0,0.0114428997039794,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,identity,"(80, 100, 40)",invscaling,500000.0,sgd
0.057878971099853516,0.0,0.0083541870117187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,tanh,"(15, 30)",invscaling,500000.0,sgd
25.269.198.417.663.500,0.0,0.0125970840454101,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",adaptive,500000.0,sgd
17.104.618.549.346.900,0.0,0.0081992149353027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,relu,"(30, 45)",adaptive,500000.0,sgd
15.493.838.787.078.800,0.0,0.0085718631744384,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,relu,"(30, 60)",constant,500000.0,sgd
29.915.919.303.894.000,0.0,0.0122711658477783,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,relu,"(20, 20, 60)",adaptive,500000.0,sgd
0.008268117904663086,0.0,0.0093891620635986,0.0,"{'gamma': 'auto', 'kernel': 'rbf'}",0.7021276595744681,0.7021276595744681,0.0,6,0.7241379310344828,0.7241379310344828,0.0,4,0.7674418604651163,0.7674418604651163,0.0,1,0.7333333333333334,0.7333333333333334,0.0,2,SVC,auto,rbf,,,,,,,,,
0.28905487060546875,0.0,0.007249116897583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,identity,5,constant,500000.0,adam
0.33666110038757324,0.0,0.0094239711761474,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,identity,10,constant,500000.0,sgd
0.46208834648132324,0.0,0.0113327503204345,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,identity,70,adaptive,500000.0,adam
0.8736371994018555,0.0,0.0093777179718017,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,identity,"(75, 75)",constant,500000.0,sgd
12.696.738.243.103.000,0.0,0.0107662677764892,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,identity,"(40, 100, 40)",constant,500000.0,sgd
0.4230499267578125,0.0,0.013887882232666,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,20,constant,500000.0,sgd
0.5173611640930176,0.0,0.0076937675476074,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,70,constant,500000.0,sgd
10.771.589.279.174.800,0.0,0.0080199241638183,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(15, 60)",constant,500000.0,sgd
0.7747180461883545,0.0,0.0075688362121582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(30, 30)",constant,500000.0,sgd
0.8371372222900391,0.0,0.0088307857513427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(60, 30)",adaptive,500000.0,sgd
13.014.881.610.870.300,0.0,0.0109689235687255,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",adaptive,500000.0,sgd
2.054.563.045.501.700,0.0,0.0085177421569824,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",adaptive,500000.0,sgd
33.965.330.123.901.300,0.0,0.0094947814941406,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",adaptive,500000.0,sgd
11.589.560.508.728.000,0.0,0.0107829570770263,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",adaptive,500000.0,sgd
10.202.748.775.482.100,0.0,0.0101571083068847,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",constant,500000.0,sgd
16.517.307.758.331.200,0.0,0.0092341899871826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",constant,500000.0,sgd
27.903.289.794.921.800,0.0,0.0139319896697998,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",constant,500000.0,sgd
39.401.960.372.924.800,0.0,0.0105671882629394,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",adaptive,500000.0,sgd
23.613.009.452.819.800,0.0,0.0112221240997314,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",adaptive,500000.0,sgd
19.688.079.357.147.200,0.0,0.0096971988677978,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",adaptive,500000.0,sgd
35.364.248.752.593.900,0.0,0.0095999240875244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",adaptive,500000.0,sgd
24.669.549.465.179.400,0.0,0.009153127670288,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",constant,500000.0,sgd
17.887.279.987.335.200,0.0,0.00990891456604,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",constant,500000.0,sgd
0.9787960052490234,0.0,0.0076630115509033,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,relu,80,adaptive,500000.0,sgd
16.106.209.754.943.800,0.0,0.0077841281890869,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,relu,"(15, 60)",constant,500000.0,sgd
0.23885011672973633,0.0,0.0067689418792724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,20,constant,500000.0,sgd
0.46134495735168457,0.0,0.0083281993865966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,25,adaptive,500000.0,sgd
0.384768009185791,0.0,0.0091829299926757,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,30,invscaling,500000.0,adam
0.47867870330810547,0.0,0.0092091560363769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 30)",constant,500000.0,sgd
11.776.039.600.372.300,0.0,0.011488914489746,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 90)",adaptive,500000.0,sgd
0.711749792098999,0.0,0.00860595703125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(75, 15)",constant,500000.0,sgd
0.5373399257659912,0.0,0.009037971496582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(90, 15)",constant,500000.0,sgd
0.7559223175048828,0.0,0.0082197189331054,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(20, 40, 20)",adaptive,500000.0,sgd
13.169.541.358.947.700,0.0,0.0093917846679687,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(20, 60, 80)",adaptive,500000.0,sgd
0.9942409992218018,0.0,0.0088531970977783,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(20, 80, 80)",adaptive,500000.0,sgd
0.650371789932251,0.0,0.0115540027618408,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(40, 40, 60)",adaptive,500000.0,sgd
0.47869396209716797,0.0,0.0097520351409912,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(40, 60, 80)",constant,500000.0,sgd
10.398.399.829.864.500,0.0,0.0109808444976806,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(40, 80, 20)",adaptive,500000.0,sgd
0.8041350841522217,0.0,0.0090770721435546,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 20, 80)",constant,500000.0,sgd
0.8447690010070801,0.0,0.0107300281524658,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 40, 40)",adaptive,500000.0,sgd
13.186.571.598.052.900,0.0,0.0095388889312744,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 40, 60)",adaptive,500000.0,sgd
0.9983282089233398,0.0,0.0106339454650878,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 60, 20)",constant,500000.0,sgd
0.9193542003631592,0.0,0.0095057487487792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 100, 20)",constant,500000.0,sgd
10.861.189.365.386.900,0.0,0.0079100131988525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 100, 60)",constant,500000.0,sgd
17.387.311.458.587.600,0.0,0.00803804397583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 100, 80)",constant,500000.0,sgd
17.059.268.951.416.000,0.0,0.0093359947204589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 100, 100)",constant,500000.0,sgd
10.293.099.880.218.500,0.0,0.0098259449005126,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(80, 20, 40)",adaptive,500000.0,sgd
1.105.997.085.571.280,0.0,0.009796142578125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(80, 20, 80)",adaptive,500000.0,sgd
0.6481771469116211,0.0,0.0095977783203125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(80, 80, 20)",constant,500000.0,sgd
15.234.630.107.879.600,0.0,0.0099148750305175,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(80, 80, 60)",adaptive,500000.0,sgd
14.795.441.627.502.400,0.0,0.0106167793273925,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(80, 80, 80)",constant,500000.0,sgd
10.077.488.422.393.700,0.0,0.0158939361572265,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(100, 40, 20)",adaptive,500000.0,sgd
13.300.390.243.530.200,0.0,0.0097942352294921,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(100, 40, 40)",adaptive,500000.0,sgd
17.585.158.348.083.400,0.0,0.0106709003448486,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(100, 80, 100)",constant,500000.0,sgd
16.051.881.313.323.900,0.0,0.010308027267456,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(100, 100, 20)",adaptive,500000.0,sgd
15.291.697.978.973.300,0.0,0.0110962390899658,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(100, 100, 40)",adaptive,500000.0,sgd
14.250.829.219.818.100,0.0,0.0109391212463378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,logistic,30,adaptive,500000.0,sgd
0.4582631587982178,0.0,0.0079348087310791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,25,constant,500000.0,sgd
1.422.684.907.913.200,0.0,0.0091321468353271,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(60, 90)",constant,500000.0,sgd
18.247.251.510.620.100,0.0,0.0086867809295654,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(60, 90)",adaptive,500000.0,sgd
1.790.182.113.647.460,0.0,0.0085878372192382,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",adaptive,500000.0,sgd
24.503.910.541.534.400,0.0,0.0093011856079101,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",adaptive,500000.0,sgd
1.873.243.808.746.330,0.0,0.0086231231689453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",adaptive,500000.0,sgd
13.210.210.800.170.800,0.0,0.0091838836669921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",constant,500000.0,sgd
22.586.488.723.754.800,0.0,0.0132250785827636,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",adaptive,500000.0,sgd
25.729.877.948.760.900,0.0,0.0123469829559326,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",adaptive,500000.0,sgd
2.698.390.007.019.040,0.0,0.0127527713775634,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",adaptive,500000.0,sgd
2.223.515.033.721.920,0.0,0.0083091259002685,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",adaptive,500000.0,sgd
19.918.227.195.739.700,0.0,0.0119349956512451,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",constant,500000.0,sgd
0.7229790687561035,0.0,0.0078577995300292,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,relu,70,constant,500000.0,sgd
0.5798909664154053,0.0,0.0096971988677978,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,85,adaptive,500000.0,sgd
0.5221760272979736,0.0,0.0078301429748535,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(30, 30)",adaptive,500000.0,sgd
0.3793187141418457,0.0,0.0080072879791259,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(30, 45)",constant,500000.0,sgd
0.5942881107330322,0.0,0.0096011161804199,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(45, 45)",adaptive,500000.0,sgd
0.5603418350219727,0.0,0.010735273361206,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(75, 15)",adaptive,500000.0,sgd
10.300.159.454.345.700,0.0,0.0099568367004394,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(90, 60)",adaptive,500000.0,sgd
0.6029078960418701,0.0,0.0095901489257812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 20, 40)",constant,500000.0,sgd
0.37089991569519043,0.0,0.0094132423400878,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 40, 20)",constant,500000.0,sgd
0.9004011154174805,0.0,0.0088589191436767,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 40, 80)",adaptive,500000.0,sgd
0.7024939060211182,0.0,0.0091943740844726,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 40, 100)",constant,500000.0,sgd
12.841.029.167.175.200,0.0,0.009814977645874,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 60, 100)",constant,500000.0,sgd
0.8765060901641846,0.0,0.0109698772430419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 80, 40)",constant,500000.0,sgd
0.9839129447937012,0.0,0.0096278190612792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 80, 60)",adaptive,500000.0,sgd
0.9080610275268555,0.0,0.010577917098999,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 100, 20)",adaptive,500000.0,sgd
15.168.840.885.162.300,0.0,0.0133187770843505,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 100, 100)",constant,500000.0,sgd
11.060.879.230.499.200,0.0,0.010012149810791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(40, 60, 40)",constant,500000.0,sgd
0.6667168140411377,0.0,0.0169069766998291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(40, 80, 40)",constant,500000.0,sgd
0.9320840835571289,0.0,0.0110459327697753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(40, 100, 20)",adaptive,500000.0,sgd
10.392.379.760.742.100,0.0,0.0150959491729736,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(60, 40, 20)",adaptive,500000.0,sgd
0.7100358009338379,0.0,0.0047838687896728,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 20, 20)",constant,500000.0,sgd
0.7175071239471436,0.0,0.0117018222808837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 20, 100)",constant,500000.0,sgd
11.717.808.246.612.500,0.0,0.0129358768463134,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 20, 100)",adaptive,500000.0,sgd
0.6438491344451904,0.0,0.009315013885498,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 40, 20)",constant,500000.0,sgd
10.737.159.252.166.700,0.0,0.0144720077514648,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 60, 20)",adaptive,500000.0,sgd
11.297.059.059.143.000,0.0,0.0118858814239501,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 80, 20)",adaptive,500000.0,sgd
1.548.738.718.032.830,0.0,0.0101640224456787,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 80, 80)",adaptive,500000.0,sgd
15.285.499.095.916.700,0.0,0.0142252445220947,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 80, 100)",adaptive,500000.0,sgd
16.102.049.350.738.500,0.0,0.0174968242645263,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 100, 60)",constant,500000.0,sgd
1.598.121.166.229.240,0.0,0.0165197849273681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 100, 60)",adaptive,500000.0,sgd
14.883.360.862.731.900,0.0,0.0152490139007568,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 100, 100)",constant,500000.0,sgd
12.538.321.018.218.900,0.0,0.0106689929962158,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(100, 20, 60)",adaptive,500000.0,sgd
11.124.968.528.747.500,0.0,0.0127501487731933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(100, 40, 60)",adaptive,500000.0,sgd
12.176.811.695.098.800,0.0,0.0180318355560302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(100, 60, 100)",constant,500000.0,sgd
14.965.968.132.019.000,0.0,0.0145442485809326,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(100, 80, 20)",adaptive,500000.0,sgd
10.106.189.250.946.000,0.0,0.0106019973754882,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(100, 80, 40)",constant,500000.0,sgd
12.332.158.088.684.000,0.0,0.0073800086975097,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,20,constant,500000.0,sgd
0.6037099361419678,0.0,0.0106098651885986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,25,adaptive,500000.0,adam
0.7457609176635742,0.0,0.0074470043182373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,30,constant,500000.0,adam
0.6792480945587158,0.0,0.0070829391479492,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,30,invscaling,500000.0,adam
0.7457900047302246,0.0,0.0082900524139404,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,30,adaptive,500000.0,adam
12.010.488.510.131.800,0.0,0.0074832439422607,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,35,constant,500000.0,sgd
0.6615920066833496,0.0,0.0079810619354248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,35,constant,500000.0,adam
0.6967260837554932,0.0,0.0073010921478271,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,35,invscaling,500000.0,adam
0.6744880676269531,0.0,0.0086472034454345,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,35,adaptive,500000.0,adam
13.866.469.860.076.900,0.0,0.0079801082611083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,40,constant,500000.0,sgd
0.7430150508880615,0.0,0.0092549324035644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,40,constant,500000.0,adam
0.742861270904541,0.0,0.0072178840637207,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,40,invscaling,500000.0,adam
0.6462061405181885,0.0,0.0074658393859863,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,45,constant,500000.0,adam
0.7609701156616211,0.0,0.0076270103454589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,45,adaptive,500000.0,adam
0.8019740581512451,0.0,0.0078969001770019,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,50,constant,500000.0,adam
0.8060402870178223,0.0,0.0098788738250732,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,50,invscaling,500000.0,adam
0.912175178527832,0.0,0.0074350833892822,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,50,adaptive,500000.0,adam
0.9394710063934326,0.0,0.0088489055633544,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,55,constant,500000.0,adam
0.8814220428466797,0.0,0.0079391002655029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,55,invscaling,500000.0,adam
0.8189089298248291,0.0,0.0084519386291503,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,55,adaptive,500000.0,adam
0.9352641105651855,0.0,0.0089147090911865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,60,constant,500000.0,adam
0.8933770656585693,0.0,0.0102820396423339,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,65,invscaling,500000.0,adam
0.9605519771575928,0.0,0.0078051090240478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,65,adaptive,500000.0,adam
21.239.709.854.125.900,0.0,0.010571002960205,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,95,adaptive,500000.0,sgd
0.6372342109680176,0.0,0.0088739395141601,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,5,constant,500000.0,sgd
0.480118989944458,0.0,0.0069501399993896,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,40,adaptive,500000.0,sgd
0.8012409210205078,0.0,0.0079689025878906,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(15, 30)",adaptive,500000.0,sgd
0.8170831203460693,0.0,0.0096650123596191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(30, 75)",constant,500000.0,sgd
0.8896670341491699,0.0,0.007922887802124,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(45, 30)",adaptive,500000.0,sgd
1.473.344.087.600.700,0.0,0.0089027881622314,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(60, 75)",constant,500000.0,sgd
15.218.610.763.549.800,0.0,0.0080668926239013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",constant,500000.0,sgd
11.819.350.719.451.900,0.0,0.0088639259338378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",constant,500000.0,sgd
21.842.010.021.209.700,0.0,0.014815330505371,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",constant,500000.0,sgd
0.5498988628387451,0.0,0.0068860054016113,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,relu,50,constant,500000.0,sgd
0.3401620388031006,0.0,0.0067930221557617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,5,invscaling,500000.0,adam
0.19393587112426758,0.0,0.0086061954498291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,60,constant,500000.0,sgd
0.485105037689209,0.0,0.0086748600006103,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,80,adaptive,500000.0,sgd
0.3971281051635742,0.0,0.0099689960479736,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(15, 60)",constant,500000.0,sgd
0.36177611351013184,0.0,0.0075767040252685,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(15, 75)",constant,500000.0,sgd
0.759981632232666,0.0,0.0153961181640625,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 45)",adaptive,500000.0,sgd
0.8059170246124268,0.0,0.0094761848449707,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 60)",adaptive,500000.0,sgd
10.403.099.060.058.500,0.0,0.0100791454315185,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(75, 75)",adaptive,500000.0,sgd
0.7801377773284912,0.0,0.0093278884887695,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(75, 90)",adaptive,500000.0,sgd
0.6741271018981934,0.0,0.0150790214538574,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(20, 20, 100)",adaptive,500000.0,sgd
21.979.079.246.520.900,0.0,0.0138678550720214,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(20, 100, 80)",constant,500000.0,sgd
13.592.829.704.284.600,0.0,0.0130448341369628,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(20, 100, 80)",adaptive,500000.0,sgd
0.6857767105102539,0.0,0.0104713439941406,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 40, 20)",adaptive,500000.0,sgd
0.9570832252502441,0.0,0.0104110240936279,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 40, 100)",adaptive,500000.0,sgd
0.8070480823516846,0.0,0.0088999271392822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 60, 20)",constant,500000.0,sgd
1.321.488.857.269.280,0.0,0.0097532272338867,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 60, 60)",adaptive,500000.0,sgd
14.045.288.562.774.600,0.0,0.0095300674438476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 60, 100)",adaptive,500000.0,sgd
0.92740797996521,0.0,0.0098350048065185,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 80, 80)",adaptive,500000.0,sgd
1.169.555.902.481.070,0.0,0.010782241821289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 100, 40)",adaptive,500000.0,sgd
0.858964204788208,0.0,0.0095219612121582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 100, 80)",constant,500000.0,sgd
0.7893328666687012,0.0,0.0126070976257324,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 20, 60)",adaptive,500000.0,sgd
0.8274011611938477,0.0,0.0117738246917724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 40, 80)",constant,500000.0,sgd
0.8751609325408936,0.0,0.0094130039215087,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 40, 100)",adaptive,500000.0,sgd
0.8934400081634521,0.0,0.0141839981079101,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 60, 40)",adaptive,500000.0,sgd
1.106.905.221.939.080,0.0,0.0095727443695068,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 100, 20)",adaptive,500000.0,sgd
10.461.537.837.982.100,0.0,0.0106511116027832,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(80, 40, 40)",adaptive,500000.0,sgd
0.532045841217041,0.0,0.0099072456359863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 40, 60)",constant,500000.0,sgd
11.469.168.663.024.900,0.0,0.0098450183868408,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 60, 20)",adaptive,500000.0,sgd
12.940.289.974.212.600,0.0,0.0105600357055664,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 60, 40)",constant,500000.0,sgd
1.448.058.843.612.670,0.0,0.0114581584930419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 80, 40)",adaptive,500000.0,sgd
12.002.487.182.617.100,0.0,0.0109162330627441,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 80, 60)",constant,500000.0,sgd
15.316.359.996.795.600,0.0,0.0107557773590087,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 80, 100)",adaptive,500000.0,sgd
13.733.022.212.982.100,0.0,0.0069401264190673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,logistic,15,constant,500000.0,sgd
0.7411417961120605,0.0,0.0084829330444335,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,tanh,90,adaptive,500000.0,sgd
0.6537349224090576,0.0,0.0071380138397216,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7435897435897436,0.7435897435897436,0.0,3421,0.7241379310344828,0.7241379310344828,0.0,4878,0.6744186046511628,0.6744186046511628,0.0,5890,0.7073170731707318,0.7073170731707318,0.0,5177,MLPClassifier,,,,,,,relu,25,adaptive,500000.0,sgd
0.033989906311035156,0.0,0.0089139938354492,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.7126436781609196,0.7126436781609196,0.0,5062,0.8372093023255814,0.8372093023255814,0.0,3657,0.7422680412371134,0.7422680412371134,0.0,4793,MLPClassifier,,,,,,,tanh,25,invscaling,500000.0,sgd
0.21636199951171875,0.0,0.013150930404663,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.68,0.68,0.0,5538,0.7126436781609196,0.7126436781609196,0.0,5062,0.7906976744186046,0.7906976744186046,0.0,4827,0.7311827956989247,0.7311827956989247,0.0,4907,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",invscaling,500000.0,sgd
0.4363279342651367,0.0,0.0089471340179443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6875,0.6875,0.0,5512,0.7126436781609196,0.7126436781609196,0.0,5062,0.7674418604651163,0.7674418604651163,0.0,5116,0.7252747252747254,0.7252747252747254,0.0,4965,MLPClassifier,,,,,,,identity,5,constant,500000.0,sgd
25.067.930.221.557.600,0.0,0.0126328468322753,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6875,0.6875,0.0,5512,0.7126436781609196,0.7126436781609196,0.0,5062,0.7674418604651163,0.7674418604651163,0.0,5116,0.7252747252747254,0.7252747252747254,0.0,4965,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",adaptive,500000.0,sgd
2.610.429.286.956.780,0.0,0.0171647071838378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6875,0.6875,0.0,5512,0.7126436781609196,0.7126436781609196,0.0,5062,0.7674418604651163,0.7674418604651163,0.0,5116,0.7252747252747254,0.7252747252747254,0.0,4965,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",adaptive,500000.0,sgd
2.283.858.060.836.790,0.0,0.0090389251708984,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6875,0.6875,0.0,5512,0.7126436781609196,0.7126436781609196,0.0,5062,0.7674418604651163,0.7674418604651163,0.0,5116,0.7252747252747254,0.7252747252747254,0.0,4965,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",adaptive,500000.0,sgd
0.3872220516204834,0.0,0.0082926750183105,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,20,invscaling,500000.0,adam
0.43167805671691895,0.0,0.0089600086212158,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,35,constant,500000.0,adam
0.21984004974365234,0.0,0.0087707042694091,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,45,constant,500000.0,sgd
0.4888730049133301,0.0,0.0106322765350341,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,55,adaptive,500000.0,sgd
0.7365169525146484,0.0,0.0093429088592529,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,"(20, 40, 60)",constant,500000.0,sgd
11.335.928.440.093.900,0.0,0.0127034187316894,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,"(20, 60, 40)",adaptive,500000.0,sgd
0.5277180671691895,0.0,0.0089800357818603,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,"(40, 100, 40)",invscaling,500000.0,sgd
12.081.899.642.944.300,0.0,0.009404182434082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,"(60, 60, 100)",constant,500000.0,sgd
1.181.434.154.510.490,0.0,0.0077438354492187,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,logistic,20,adaptive,500000.0,sgd
11.531.009.674.072.200,0.0,0.009880781173706,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,logistic,30,constant,500000.0,sgd
0.5236880779266357,0.0,0.0069608688354492,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,45,adaptive,500000.0,sgd
0.4749789237976074,0.0,0.007746934890747,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,55,constant,500000.0,sgd
0.8171367645263672,0.0,0.0119931697845458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(30, 45)",adaptive,500000.0,sgd
0.9074440002441406,0.0,0.0083808898925781,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(45, 60)",adaptive,500000.0,sgd
0.8753008842468262,0.0,0.0100948810577392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(60, 15)",constant,500000.0,sgd
17.446.680.068.969.700,0.0,0.0095720291137695,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(90, 90)",adaptive,500000.0,sgd
11.395.137.310.028.000,0.0,0.0119481086730957,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",constant,500000.0,sgd
21.173.760.890.960.600,0.0,0.0092089176177978,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",adaptive,500000.0,sgd
28.535.258.769.989.000,0.0,0.0120792388916015,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",adaptive,500000.0,sgd
2.006.819.009.780.880,0.0,0.012477159500122,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",constant,500000.0,sgd
14.268.479.347.229.000,0.0,0.0125398635864257,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",adaptive,500000.0,sgd
2.444.361.925.125.120,0.0,0.0105259418487548,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",adaptive,500000.0,sgd
33.635.919.094.085.600,0.0,0.0099749565124511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",constant,500000.0,sgd
1.232.314.109.802.240,0.0,0.0078341960906982,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,relu,"(30, 45)",constant,500000.0,sgd
0.45344114303588867,0.0,0.0102839469909667,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,40,adaptive,500000.0,sgd
0.3976728916168213,0.0,0.0091631412506103,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(30, 30)",constant,500000.0,sgd
0.5504970550537109,0.0,0.0128438472747802,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(30, 75)",constant,500000.0,sgd
0.5332541465759277,0.0,0.0093190670013427,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(45, 60)",constant,500000.0,sgd
0.6615586280822754,0.0,0.0085570812225341,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(45, 75)",adaptive,500000.0,sgd
0.7214689254760742,0.0,0.0089101791381835,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(45, 90)",constant,500000.0,sgd
0.546743631362915,0.0,0.0087831020355224,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(60, 15)",adaptive,500000.0,sgd
0.6942100524902344,0.0,0.0115070343017578,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(90, 30)",constant,500000.0,sgd
0.6717369556427002,0.0,0.0117850303649902,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(90, 30)",adaptive,500000.0,sgd
0.5042617321014404,0.0,0.0119571685791015,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(90, 45)",constant,500000.0,sgd
0.8866481781005859,0.0,0.0095820426940917,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(20, 40, 100)",adaptive,500000.0,sgd
0.8061490058898926,0.0,0.0151007175445556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(20, 60, 60)",adaptive,500000.0,sgd
12.502.970.695.495.600,0.0,0.0097148418426513,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(20, 100, 100)",adaptive,500000.0,sgd
0.9331979751586914,0.0,0.010876178741455,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(40, 100, 100)",adaptive,500000.0,sgd
10.925.917.625.427.200,0.0,0.0112099647521972,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(60, 80, 40)",constant,500000.0,sgd
13.191.590.309.143.000,0.0,0.0101349353790283,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(60, 80, 80)",constant,500000.0,sgd
0.7792267799377441,0.0,0.0102059841156005,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(80, 20, 20)",adaptive,500000.0,sgd
0.8613669872283936,0.0,0.0104677677154541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(80, 40, 100)",constant,500000.0,sgd
1.108.964.204.788.200,0.0,0.0115656852722167,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(80, 80, 60)",constant,500000.0,sgd
13.128.399.848.937.900,0.0,0.017625093460083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(80, 100, 40)",constant,500000.0,sgd
21.648.833.751.678.400,0.0,0.0099458694458007,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(100, 100, 60)",adaptive,500000.0,sgd
0.6613178253173828,0.0,0.0100569725036621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,logistic,10,adaptive,500000.0,adam
13.673.279.285.430.900,0.0,0.0071139335632324,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,logistic,25,constant,500000.0,sgd
14.030.482.769.012.400,0.0,0.0115177631378173,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,logistic,45,adaptive,500000.0,sgd
17.034.029.960.632.300,0.0,0.0145132541656494,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,logistic,70,constant,500000.0,sgd
0.649968147277832,0.0,0.0082318782806396,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,5,adaptive,500000.0,sgd
0.39171671867370605,0.0,0.0108110904693603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,15,constant,500000.0,sgd
0.2767910957336426,0.0,0.0070631504058837,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,30,constant,500000.0,sgd
0.5515780448913574,0.0,0.0083410739898681,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,80,adaptive,500000.0,sgd
0.4627699851989746,0.0,0.0087890625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,85,constant,500000.0,sgd
0.5963990688323975,0.0,0.0082499980926513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,85,adaptive,500000.0,sgd
10.918.700.695.037.800,0.0,0.0085010528564453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(15, 75)",constant,500000.0,sgd
11.863.231.658.935.500,0.0,0.0079720020294189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(15, 90)",adaptive,500000.0,sgd
0.7437827587127686,0.0,0.0090951919555664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(45, 15)",constant,500000.0,sgd
0.760181188583374,0.0,0.0092589855194091,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(45, 60)",constant,500000.0,sgd
11.974.618.434.906.000,0.0,0.008897066116333,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(45, 75)",constant,500000.0,sgd
11.711.127.758.026.100,0.0,0.0089709758758544,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(45, 90)",constant,500000.0,sgd
12.092.561.721.801.700,0.0,0.0099129676818847,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(45, 90)",adaptive,500000.0,sgd
0.8773701190948486,0.0,0.0088157653808593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(60, 45)",constant,500000.0,sgd
1.483.558.177.947.990,0.0,0.0088129043579101,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(60, 60)",adaptive,500000.0,sgd
0.9435088634490967,0.0,0.0084583759307861,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 15)",constant,500000.0,sgd
0.9735667705535889,0.0,0.0087161064147949,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 30)",constant,500000.0,sgd
0.9155199527740479,0.0,0.0086681842803955,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 30)",adaptive,500000.0,sgd
1.229.367.971.420.280,0.0,0.0126500129699707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 45)",constant,500000.0,sgd
13.719.961.643.218.900,0.0,0.0103018283843994,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 45)",adaptive,500000.0,sgd
17.624.850.273.132.300,0.0,0.0099039077758789,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 75)",adaptive,500000.0,sgd
13.426.010.608.673.000,0.0,0.0111191272735595,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 90)",constant,500000.0,sgd
0.8804161548614502,0.0,0.0120527744293212,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(90, 15)",constant,500000.0,sgd
14.866.318.702.697.700,0.0,0.0103731155395507,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(90, 45)",adaptive,500000.0,sgd
13.023.838.996.887.200,0.0,0.0080299377441406,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",adaptive,500000.0,sgd
15.736.041.069.030.700,0.0,0.0086758136749267,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",constant,500000.0,sgd
2.398.387.908.935.540,0.0,0.0097420215606689,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",constant,500000.0,sgd
3.826.550.006.866.450,0.0,0.0092930793762207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",constant,500000.0,sgd
255.800.199.508.667,0.0,0.012131929397583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",constant,500000.0,sgd
20.057.709.217.071.500,0.0,0.0099639892578125,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",constant,500000.0,sgd
18.461.871.147.155.700,0.0,0.0092930793762207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",constant,500000.0,sgd
1.788.647.174.835.200,0.0,0.0083858966827392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",constant,500000.0,sgd
2.860.888.957.977.290,0.0,0.0096127986907958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",constant,500000.0,sgd
2.382.319.927.215.570,0.0,0.0101411342620849,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",adaptive,500000.0,sgd
22.119.088.172.912.500,0.0,0.0098490715026855,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",constant,500000.0,sgd
2.534.284.830.093.380,0.0,0.0117051601409912,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",constant,500000.0,sgd
26.022.090.911.865.200,0.0,0.0104000568389892,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",constant,500000.0,sgd
0.7532248497009277,0.0,0.0074851512908935,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,relu,55,adaptive,500000.0,sgd
0.8103549480438232,0.0,0.0077810287475585,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,relu,75,constant,500000.0,sgd
1.032.250.165.939.330,0.0,0.0091898441314697,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,relu,100,adaptive,500000.0,sgd
27.294.278.144.836.400,0.0,0.0086851119995117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,relu,"(20, 40, 100)",constant,500000.0,sgd
0.20024800300598145,0.0,0.0086481571197509,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,25,constant,500000.0,sgd
0.2331240177154541,0.0,0.0084059238433837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,30,constant,500000.0,sgd
0.47250890731811523,0.0,0.0081861019134521,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,35,adaptive,500000.0,sgd
0.41230320930480957,0.0,0.0077557563781738,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,40,constant,500000.0,sgd
0.301846981048584,0.0,0.0092799663543701,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,70,constant,500000.0,sgd
0.4828002452850342,0.0,0.0082488059997558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,95,adaptive,500000.0,sgd
0.3605618476867676,0.0,0.0111479759216308,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,100,constant,500000.0,sgd
0.4978630542755127,0.0,0.0078587532043457,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(30, 15)",constant,500000.0,sgd
0.8010952472686768,0.0,0.0088860988616943,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(30, 45)",adaptive,500000.0,sgd
0.4786510467529297,0.0,0.0096611976623535,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(30, 90)",constant,500000.0,sgd
0.3156411647796631,0.0,0.0105657577514648,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(45, 15)",constant,500000.0,sgd
0.6452889442443848,0.0,0.0105190277099609,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(45, 45)",constant,500000.0,sgd
0.6136751174926758,0.0,0.0118858814239501,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(45, 60)",adaptive,500000.0,sgd
0.583575963973999,0.0,0.0086679458618164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 60)",constant,500000.0,sgd
0.8099620342254639,0.0,0.013547658920288,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 75)",constant,500000.0,sgd
10.228.452.682.495.100,0.0,0.0111668109893798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 75)",adaptive,500000.0,sgd
0.744091272354126,0.0,0.009584903717041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 90)",constant,500000.0,sgd
0.5765030384063721,0.0,0.0096247196197509,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(75, 30)",adaptive,500000.0,sgd
0.8557589054107666,0.0,0.0117170810699462,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(75, 45)",adaptive,500000.0,sgd
0.557945966720581,0.0,0.0107960700988769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(75, 60)",constant,500000.0,sgd
0.9707210063934326,0.0,0.010444164276123,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(75, 90)",constant,500000.0,sgd
0.584763765335083,0.0,0.0109732151031494,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(90, 15)",adaptive,500000.0,sgd
0.73744797706604,0.0,0.0143170356750488,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(90, 75)",constant,500000.0,sgd
1.112.684.965.133.660,0.0,0.0171751976013183,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(90, 90)",adaptive,500000.0,sgd
0.5351841449737549,0.0,0.0140988826751708,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 20, 20)",constant,500000.0,sgd
0.6568279266357422,0.0,0.0081269741058349,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 20, 20)",adaptive,500000.0,sgd
0.8394722938537598,0.0,0.0083980560302734,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 20, 40)",adaptive,500000.0,sgd
0.6050450801849365,0.0,0.0134918689727783,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 40, 40)",adaptive,500000.0,sgd
0.49257802963256836,0.0,0.0091109275817871,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 60, 20)",constant,500000.0,sgd
0.5515198707580566,0.0,0.0108177661895751,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 60, 40)",constant,500000.0,sgd
0.5664331912994385,0.0,0.0111529827117919,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 60, 60)",constant,500000.0,sgd
0.8691849708557129,0.0,0.0104718208312988,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 100, 40)",adaptive,500000.0,sgd
15.228.791.236.877.400,0.0,0.0138759613037109,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 100, 60)",adaptive,500000.0,sgd
0.7559359073638916,0.0,0.0096609592437744,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 20, 20)",constant,500000.0,sgd
0.6125500202178955,0.0,0.0095698833465576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 20, 20)",adaptive,500000.0,sgd
0.8736288547515869,0.0,0.009537935256958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 20, 40)",adaptive,500000.0,sgd
0.47936201095581055,0.0,0.0145268440246582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 20, 100)",constant,500000.0,sgd
0.6952502727508545,0.0,0.0092127323150634,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 40, 20)",constant,500000.0,sgd
0.60872483253479,0.0,0.013362169265747,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 40, 40)",adaptive,500000.0,sgd
10.738.661.289.215.000,0.0,0.0090188980102539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 40, 100)",constant,500000.0,sgd
1.432.636.022.567.740,0.0,0.009429931640625,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 60, 40)",adaptive,500000.0,sgd
0.8822281360626221,0.0,0.0095889568328857,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 60, 60)",constant,500000.0,sgd
1.336.202.621.459.960,0.0,0.0095291137695312,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 60, 80)",adaptive,500000.0,sgd
14.044.971.466.064.400,0.0,0.0097908973693847,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 80, 100)",adaptive,500000.0,sgd
0.6899199485778809,0.0,0.0111701488494873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 100, 60)",constant,500000.0,sgd
11.648.471.355.438.200,0.0,0.0149970054626464,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 100, 60)",adaptive,500000.0,sgd
0.7597298622131348,0.0,0.0079989433288574,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 40, 40)",constant,500000.0,sgd
0.9611051082611084,0.0,0.0112490653991699,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 40, 100)",constant,500000.0,sgd
10.503.020.286.560.000,0.0,0.0109539031982421,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 60, 20)",adaptive,500000.0,sgd
0.7825679779052734,0.0,0.0098919868469238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 60, 60)",adaptive,500000.0,sgd
1.122.666.835.784.910,0.0,0.0133812427520751,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 60, 80)",constant,500000.0,sgd
14.268.202.781.677.200,0.0,0.0095059871673583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 60, 100)",adaptive,500000.0,sgd
12.329.611.778.259.200,0.0,0.0126259326934814,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 80, 20)",adaptive,500000.0,sgd
0.9909460544586182,0.0,0.0072808265686035,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 80, 60)",constant,500000.0,sgd
1.143.205.165.863.030,0.0,0.0149009227752685,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 80, 60)",adaptive,500000.0,sgd
15.009.069.442.749.000,0.0,0.0099430084228515,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 80, 80)",adaptive,500000.0,sgd
15.281.007.289.886.400,0.0,0.0108201503753662,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 80, 100)",adaptive,500000.0,sgd
16.642.379.760.742.100,0.0,0.0094611644744873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 100, 100)",adaptive,500000.0,sgd
0.6982707977294922,0.0,0.0093851089477539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 40, 20)",adaptive,500000.0,sgd
0.9667961597442627,0.0,0.0101678371429443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 40, 80)",constant,500000.0,sgd
14.751.548.767.089.800,0.0,0.00986909866333,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 40, 100)",adaptive,500000.0,sgd
10.471.680.164.337.100,0.0,0.0097310543060302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 60, 20)",constant,500000.0,sgd
10.882.890.224.456.700,0.0,0.0113048553466796,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 60, 80)",constant,500000.0,sgd
13.898.777.961.730.900,0.0,0.0140390396118164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 60, 80)",adaptive,500000.0,sgd
13.448.262.214.660.600,0.0,0.011833906173706,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 60, 100)",adaptive,500000.0,sgd
0.5801546573638916,0.0,0.0095691680908203,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 80, 40)",constant,500000.0,sgd
16.594.178.676.605.200,0.0,0.0113508701324462,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 100, 20)",adaptive,500000.0,sgd
13.928.430.080.413.800,0.0,0.0099987983703613,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 100, 80)",constant,500000.0,sgd
16.122.827.529.907.200,0.0,0.0111901760101318,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 100, 80)",adaptive,500000.0,sgd
21.864.430.904.388.400,0.0,0.0152139663696289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 100, 100)",adaptive,500000.0,sgd
0.8357751369476318,0.0,0.0096900463104248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 20, 20)",adaptive,500000.0,sgd
0.9451749324798584,0.0,0.0120859146118164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 20, 40)",adaptive,500000.0,sgd
0.6195530891418457,0.0,0.0111570358276367,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 20, 80)",constant,500000.0,sgd
0.7108709812164307,0.0,0.0097339153289794,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 20, 100)",constant,500000.0,sgd
0.746467113494873,0.0,0.0130090713500976,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 40, 20)",constant,500000.0,sgd
12.946.059.703.826.900,0.0,0.0129859447479248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 40, 80)",adaptive,500000.0,sgd
14.045.231.342.315.600,0.0,0.0098328590393066,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 40, 100)",adaptive,500000.0,sgd
12.479.758.262.634.200,0.0,0.0094220638275146,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 60, 60)",constant,500000.0,sgd
0.8639259338378906,0.0,0.010671854019165,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 60, 80)",constant,500000.0,sgd
17.654.168.605.804.400,0.0,0.0166041851043701,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 60, 80)",adaptive,500000.0,sgd
15.595.729.351.043.700,0.0,0.0158379077911376,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 80, 60)",adaptive,500000.0,sgd
13.997.483.253.479.000,0.0,0.0129787921905517,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 80, 80)",adaptive,500000.0,sgd
11.405.680.179.595.900,0.0,0.0105259418487548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 100, 40)",constant,500000.0,sgd
1.749.725.103.378.290,0.0,0.008430004119873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 100, 80)",constant,500000.0,sgd
15.674.488.544.464.100,0.0,0.0082900524139404,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 100, 100)",constant,500000.0,sgd
0.520298957824707,0.0,0.0073328018188476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,15,invscaling,500000.0,adam
0.5472428798675537,0.0,0.0074312686920166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,15,adaptive,500000.0,adam
0.6335189342498779,0.0,0.0098500251770019,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,20,constant,500000.0,adam
0.593299150466919,0.0,0.0073339939117431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,20,invscaling,500000.0,adam
0.5782101154327393,0.0,0.0095422267913818,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,20,adaptive,500000.0,adam
0.6398017406463623,0.0,0.0075809955596923,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,25,constant,500000.0,adam
0.6345539093017578,0.0,0.0100600719451904,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,25,invscaling,500000.0,adam
14.841.039.180.755.600,0.0,0.0108759403228759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,50,adaptive,500000.0,sgd
0.6059069633483887,0.0,0.01347017288208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,70,adaptive,500000.0,sgd
0.547691822052002,0.0,0.0079929828643798,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,75,constant,500000.0,sgd
0.6176891326904297,0.0,0.0084509849548339,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,100,constant,500000.0,sgd
0.9927690029144287,0.0,0.0168697834014892,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,100,adaptive,500000.0,sgd
14.545.671.939.849.800,0.0,0.0098879337310791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",constant,500000.0,sgd
0.7551970481872559,0.0,0.0078539848327636,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",constant,500000.0,sgd
14.075.946.807.861.300,0.0,0.0081253051757812,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",adaptive,500000.0,sgd
23.905.420.303.344.700,0.0,0.0095303058624267,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",adaptive,500000.0,sgd
0.783933162689209,0.0,0.0089638233184814,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,relu,5,constant,500000.0,sgd
0.5067601203918457,0.0,0.0082368850708007,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,relu,20,constant,500000.0,sgd
0.7628509998321533,0.0,0.007185935974121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,relu,45,adaptive,500000.0,sgd
0.09407496452331543,0.0,0.0101287364959716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,relu,"(20, 40, 100)",invscaling,500000.0,sgd
0.8593168258666992,0.0,0.009286880493164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,identity,"(20, 60, 20)",adaptive,500000.0,sgd
0.7426800727844238,0.0,0.0115730762481689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,identity,"(20, 80, 60)",constant,500000.0,sgd
10.464.897.155.761.700,0.0,0.0130739212036132,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,identity,"(20, 100, 60)",constant,500000.0,sgd
13.939.158.916.473.300,0.0,0.0109579563140869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,identity,"(40, 80, 100)",constant,500000.0,sgd
0.415726900100708,0.0,0.0062229633331298,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,tanh,60,constant,500000.0,sgd
0.7701151371002197,0.0,0.007314920425415,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,relu,50,adaptive,500000.0,sgd
0.7478630542755127,0.0,0.0072839260101318,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,relu,55,constant,500000.0,sgd
0.582089900970459,0.0,0.0101320743560791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8214285714285714,0.8214285714285714,0.0,482,0.7126436781609196,0.7126436781609196,0.0,5062,0.5348837209302325,0.5348837209302325,0.0,6048,0.647887323943662,0.647887323943662,0.0,5847,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",invscaling,500000.0,sgd
0.42600011825561523,0.0,0.0090439319610595,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.660377358490566,0.660377358490566,0.0,5589,0.7011494252873564,0.7011494252873564,0.0,5271,0.813953488372093,0.813953488372093,0.0,3937,0.7291666666666667,0.7291666666666667,0.0,4918,MLPClassifier,,,,,,,identity,"(15, 90)",invscaling,500000.0,sgd
13.520.362.377.166.700,0.0,0.0106027126312255,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.673469387755102,0.673469387755102,0.0,5566,0.7011494252873564,0.7011494252873564,0.0,5271,0.7674418604651163,0.7674418604651163,0.0,5116,0.7173913043478259,0.7173913043478259,0.0,5068,MLPClassifier,,,,,,,tanh,"(15, 15)",constant,500000.0,sgd
0.6416401863098145,0.0,0.0083200931549072,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.673469387755102,0.673469387755102,0.0,5566,0.7011494252873564,0.7011494252873564,0.0,5271,0.7674418604651163,0.7674418604651163,0.0,5116,0.7173913043478259,0.7173913043478259,0.0,5068,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",constant,500000.0,sgd
0.15267300605773926,0.0,0.0106749534606933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6808510638297872,0.6808510638297872,0.0,5535,0.7011494252873564,0.7011494252873564,0.0,5271,0.7441860465116279,0.7441860465116279,0.0,5303,0.711111111111111,0.711111111111111,0.0,5171,MLPClassifier,,,,,,,identity,"(100, 40, 40)",invscaling,500000.0,sgd
12.614.610.195.159.900,0.0,0.0087819099426269,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6808510638297872,0.6808510638297872,0.0,5535,0.7011494252873564,0.7011494252873564,0.0,5271,0.7441860465116279,0.7441860465116279,0.0,5303,0.711111111111111,0.711111111111111,0.0,5171,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",constant,500000.0,sgd
0.9506349563598633,0.0,0.0075089931488037,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6808510638297872,0.6808510638297872,0.0,5535,0.7011494252873564,0.7011494252873564,0.0,5271,0.7441860465116279,0.7441860465116279,0.0,5303,0.711111111111111,0.711111111111111,0.0,5171,MLPClassifier,,,,,,,relu,60,adaptive,500000.0,sgd
0.313157320022583,0.0,0.0091698169708251,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,55,constant,500000.0,sgd
0.5280869007110596,0.0,0.011725902557373,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(20, 40, 40)",constant,500000.0,sgd
0.6883602142333984,0.0,0.0088348388671875,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(40, 20, 60)",adaptive,500000.0,sgd
0.9010841846466064,0.0,0.0094969272613525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(40, 80, 60)",constant,500000.0,sgd
0.7382903099060059,0.0,0.0093748569488525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(60, 40, 20)",constant,500000.0,sgd
0.6414027214050293,0.0,0.0096640586853027,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(100, 20, 20)",constant,500000.0,sgd
0.8690390586853027,0.0,0.0184569358825683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(100, 60, 20)",constant,500000.0,sgd
0.8119890689849854,0.0,0.0074796676635742,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,logistic,5,invscaling,500000.0,adam
0.7915618419647217,0.0,0.0080621242523193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,logistic,5,adaptive,500000.0,adam
0.7435071468353271,0.0,0.0075609683990478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,logistic,10,constant,500000.0,adam
0.6642107963562012,0.0,0.0091049671173095,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,logistic,10,invscaling,500000.0,adam
0.4562990665435791,0.0,0.0070819854736328,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,25,adaptive,500000.0,sgd
0.4457390308380127,0.0,0.0072267055511474,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,35,constant,500000.0,sgd
0.4983408451080322,0.0,0.0076479911804199,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,55,adaptive,500000.0,sgd
0.6194849014282227,0.0,0.0079631805419921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,65,adaptive,500000.0,sgd
0.43584585189819336,0.0,0.0085299015045166,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,95,constant,500000.0,sgd
0.7220978736877441,0.0,0.0075800418853759,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(15, 45)",adaptive,500000.0,sgd
0.566910982131958,0.0,0.0085351467132568,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(30, 15)",constant,500000.0,sgd
1.081.935.167.312.620,0.0,0.0093958377838134,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(30, 60)",constant,500000.0,sgd
10.758.099.555.969.200,0.0,0.0087409019470214,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(30, 75)",adaptive,500000.0,sgd
1.099.975.824.356.070,0.0,0.0105490684509277,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(30, 90)",adaptive,500000.0,sgd
0.98927903175354,0.0,0.0081226825714111,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(45, 15)",adaptive,500000.0,sgd
0.8241739273071289,0.0,0.0080540180206298,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(45, 30)",constant,500000.0,sgd
0.7478389739990234,0.0,0.0083649158477783,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(45, 45)",constant,500000.0,sgd
10.261.330.604.553.200,0.0,0.0081582069396972,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 15)",adaptive,500000.0,sgd
0.9138658046722412,0.0,0.0086531639099121,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 30)",constant,500000.0,sgd
1.282.681.941.986.080,0.0,0.0088510513305664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 45)",adaptive,500000.0,sgd
10.484.108.924.865.700,0.0,0.0099620819091796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 60)",constant,500000.0,sgd
11.368.720.531.463.600,0.0,0.0110409259796142,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(75, 15)",adaptive,500000.0,sgd
15.019.350.051.879.800,0.0,0.0089740753173828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(75, 75)",constant,500000.0,sgd
1.679.572.343.826.290,0.0,0.0093958377838134,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(90, 60)",adaptive,500000.0,sgd
12.816.119.194.030.700,0.0,0.0092329978942871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(90, 75)",constant,500000.0,sgd
1.339.897.871.017.450,0.0,0.0124402046203613,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",constant,500000.0,sgd
18.230.862.617.492.600,0.0,0.0109980106353759,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",adaptive,500000.0,sgd
1.638.861.894.607.540,0.0,0.0088849067687988,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",constant,500000.0,sgd
13.332.207.202.911.300,0.0,0.0129680633544921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",constant,500000.0,sgd
2.712.074.041.366.570,0.0,0.014164924621582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",adaptive,500000.0,sgd
2.992.295.026.779.170,0.0,0.0110201835632324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",adaptive,500000.0,sgd
13.618.688.583.374.000,0.0,0.0150249004364013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",adaptive,500000.0,sgd
2.145.965.099.334.710,0.0,0.0093669891357421,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",constant,500000.0,sgd
17.329.421.043.395.900,0.0,0.0128378868103027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",constant,500000.0,sgd
28.540.868.759.155.200,0.0,0.0187771320343017,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",adaptive,500000.0,sgd
29.674.477.577.209.400,0.0,0.0095632076263427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",adaptive,500000.0,sgd
2.853.843.927.383.420,0.0,0.0092601776123046,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",adaptive,500000.0,sgd
0.7534279823303223,0.0,0.0132980346679687,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,relu,10,adaptive,500000.0,sgd
0.6913561820983887,0.0,0.0067498683929443,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,relu,45,constant,500000.0,sgd
1.123.621.940.612.790,0.0,0.0094001293182373,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,relu,90,adaptive,500000.0,sgd
0.5040886402130127,0.0,0.0099461078643798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,5,adaptive,500000.0,sgd
0.3803260326385498,0.0,0.0079679489135742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,10,invscaling,500000.0,adam
0.3508291244506836,0.0,0.0086760520935058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,20,adaptive,500000.0,sgd
0.3201258182525635,0.0,0.0114071369171142,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,50,adaptive,500000.0,sgd
0.4225730895996094,0.0,0.0111501216888427,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,65,constant,500000.0,sgd
0.45926880836486816,0.0,0.0116028785705566,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,70,adaptive,500000.0,sgd
0.5765070915222168,0.0,0.0090179443359375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,90,adaptive,500000.0,sgd
0.4453601837158203,0.0,0.0103957653045654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,95,constant,500000.0,sgd
0.41165804862976074,0.0,0.0111429691314697,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,100,adaptive,500000.0,sgd
0.2995591163635254,0.0,0.0150198936462402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(15, 15)",constant,500000.0,sgd
0.37018489837646484,0.0,0.0084617137908935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(15, 15)",adaptive,500000.0,sgd
0.46051883697509766,0.0,0.0089001655578613,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(15, 30)",adaptive,500000.0,sgd
0.5777032375335693,0.0,0.0104048252105712,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(15, 90)",constant,500000.0,sgd
0.8490700721740723,0.0,0.011444091796875,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(15, 90)",adaptive,500000.0,sgd
0.8183841705322266,0.0,0.0086808204650878,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(30, 75)",adaptive,500000.0,sgd
0.5150249004364014,0.0,0.0126388072967529,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(45, 15)",adaptive,500000.0,sgd
0.8276441097259521,0.0,0.0111298561096191,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(45, 90)",adaptive,500000.0,sgd
0.35148191452026367,0.0,0.0101370811462402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(60, 45)",constant,500000.0,sgd
0.5462489128112793,0.0,0.014930248260498,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(75, 45)",constant,500000.0,sgd
0.9013011455535889,0.0,0.005936861038208,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(75, 60)",adaptive,500000.0,sgd
0.8807179927825928,0.0,0.0074160099029541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(90, 45)",adaptive,500000.0,sgd
0.8616788387298584,0.0,0.0117490291595458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(90, 60)",constant,500000.0,sgd
0.8475658893585205,0.0,0.0109851360321044,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(90, 75)",adaptive,500000.0,sgd
0.908038854598999,0.0,0.0122721195220947,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(90, 90)",constant,500000.0,sgd
0.6562838554382324,0.0,0.0046870708465576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 20, 60)",adaptive,500000.0,sgd
0.34267115592956543,0.0,0.0128767490386962,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 20, 80)",constant,500000.0,sgd
0.841886043548584,0.0,0.0093307495117187,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 20, 80)",adaptive,500000.0,sgd
0.7601578235626221,0.0,0.0104341506958007,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 40, 80)",constant,500000.0,sgd
0.9483671188354492,0.0,0.0094919204711914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 60, 100)",adaptive,500000.0,sgd
0.9446010589599609,0.0,0.0110640525817871,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 80, 40)",adaptive,500000.0,sgd
0.4579331874847412,0.0,0.0093388557434082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(40, 20, 40)",constant,500000.0,sgd
0.6064350605010986,0.0,0.0097918510437011,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(40, 20, 80)",constant,500000.0,sgd
0.8211991786956787,0.0,0.0123457908630371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(40, 40, 40)",constant,500000.0,sgd
11.375.501.155.853.200,0.0,0.0120050907135009,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(40, 80, 60)",adaptive,500000.0,sgd
0.7441329956054688,0.0,0.0101380348205566,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(40, 80, 80)",constant,500000.0,sgd
0.8639059066772461,0.0,0.0090179443359375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(60, 20, 100)",constant,500000.0,sgd
0.6155388355255127,0.0,0.0100841522216796,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(80, 20, 40)",constant,500000.0,sgd
0.7675199508666992,0.0,0.0160651206970214,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(80, 20, 60)",adaptive,500000.0,sgd
0.940687894821167,0.0,0.0090701580047607,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(80, 20, 80)",constant,500000.0,sgd
1.099.532.127.380.370,0.0,0.0121049880981445,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(80, 60, 40)",adaptive,500000.0,sgd
0.7712922096252441,0.0,0.0116410255432128,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(80, 100, 20)",constant,500000.0,sgd
12.381.870.746.612.500,0.0,0.0121159553527832,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 20, 80)",adaptive,500000.0,sgd
1.000.931.978.225.700,0.0,0.0093171596527099,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 20, 100)",adaptive,500000.0,sgd
0.8294079303741455,0.0,0.0098249912261962,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 40, 80)",constant,500000.0,sgd
1.458.406.925.201.410,0.0,0.018805980682373,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 60, 60)",adaptive,500000.0,sgd
15.484.111.309.051.500,0.0,0.0099809169769287,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 60, 100)",adaptive,500000.0,sgd
13.754.949.569.702.100,0.0,0.0167961120605468,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 80, 80)",constant,500000.0,sgd
0.8719742298126221,0.0,0.0085828304290771,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,logistic,5,constant,500000.0,adam
0.6030440330505371,0.0,0.0072331428527832,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,logistic,15,constant,500000.0,adam
20.784.800.052.642.800,0.0,0.0084209442138671,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,logistic,90,adaptive,500000.0,sgd
0.4805111885070801,0.0,0.0071437358856201,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,40,constant,500000.0,sgd
0.33937788009643555,0.0,0.007770299911499,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,50,constant,500000.0,sgd
0.428394079208374,0.0,0.0080468654632568,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,65,constant,500000.0,sgd
0.637152910232544,0.0,0.0078508853912353,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,75,adaptive,500000.0,sgd
0.5877537727355957,0.0,0.0143840312957763,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,80,constant,500000.0,sgd
0.6745688915252686,0.0,0.0081872940063476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,95,adaptive,500000.0,sgd
0.8016619682312012,0.0,0.0081961154937744,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(15, 30)",constant,500000.0,sgd
0.9139649868011475,0.0,0.0078537464141845,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(15, 60)",adaptive,500000.0,sgd
0.6974210739135742,0.0,0.0097761154174804,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(30, 90)",constant,500000.0,sgd
1.076.794.147.491.450,0.0,0.0107278823852539,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(45, 75)",adaptive,500000.0,sgd
13.364.732.265.472.400,0.0,0.0087838172912597,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(60, 75)",adaptive,500000.0,sgd
13.968.639.373.779.200,0.0,0.0135869979858398,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(75, 60)",constant,500000.0,sgd
14.839.982.986.450.100,0.0,0.0089778900146484,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(75, 60)",adaptive,500000.0,sgd
151.705.002.784.729,0.0,0.0092267990112304,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(75, 90)",adaptive,500000.0,sgd
1.311.405.897.140.500,0.0,0.0079829692840576,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(90, 15)",adaptive,500000.0,sgd
1.244.075.059.890.740,0.0,0.0094809532165527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(90, 90)",constant,500000.0,sgd
0.9621949195861816,0.0,0.0085470676422119,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",constant,500000.0,sgd
12.378.010.749.816.800,0.0,0.0084679126739501,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",adaptive,500000.0,sgd
2.351.719.856.262.200,0.0,0.0100390911102294,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",constant,500000.0,sgd
0.5018789768218994,0.0,0.0074150562286376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,15,adaptive,500000.0,sgd
0.48606324195861816,0.0,0.0083327293395996,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,20,adaptive,500000.0,sgd
0.8486309051513672,0.0,0.0070569515228271,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,30,adaptive,500000.0,sgd
0.7916522026062012,0.0,0.0075337886810302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,60,constant,500000.0,sgd
0.9254937171936035,0.0,0.0089261531829833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,65,adaptive,500000.0,sgd
0.7897789478302002,0.0,0.0077729225158691,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,80,constant,500000.0,sgd
0.9009401798248291,0.0,0.0079348087310791,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,95,constant,500000.0,sgd
0.24932289123535156,0.0,0.0082979202270507,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,15,constant,500000.0,sgd
0.3984408378601074,0.0,0.0119411945343017,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,15,adaptive,500000.0,sgd
0.3049139976501465,0.0,0.008573293685913,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,75,constant,500000.0,sgd
0.3972947597503662,0.0,0.0133140087127685,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,90,constant,500000.0,sgd
0.5883500576019287,0.0,0.0082848072052001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(15, 60)",adaptive,500000.0,sgd
0.40198802947998047,0.0,0.0096766948699951,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(30, 60)",constant,500000.0,sgd
0.70843505859375,0.0,0.0115160942077636,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(45, 30)",adaptive,500000.0,sgd
0.5918178558349609,0.0,0.0171542167663574,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(45, 75)",constant,500000.0,sgd
11.635.661.125.183.100,0.0,0.0098638534545898,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(20, 80, 80)",constant,500000.0,sgd
0.6801290512084961,0.0,0.0111119747161865,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(40, 20, 80)",adaptive,500000.0,sgd
0.8467128276824951,0.0,0.0126161575317382,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(40, 20, 100)",adaptive,500000.0,sgd
0.5549650192260742,0.0,0.0103790760040283,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(60, 20, 40)",constant,500000.0,sgd
0.7595911026000977,0.0,0.0095758438110351,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(60, 40, 60)",constant,500000.0,sgd
0.8310647010803223,0.0,0.0162081718444824,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(80, 60, 60)",constant,500000.0,sgd
18.221.168.518.066.400,0.0,0.0152449607849121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,logistic,75,constant,500000.0,sgd
19.964.299.201.965.300,0.0,0.0079050064086914,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,logistic,85,adaptive,500000.0,sgd
0.6976640224456787,0.0,0.0075619220733642,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,relu,40,adaptive,500000.0,sgd
0.9752810001373291,0.0,0.0079810619354248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,relu,95,adaptive,500000.0,sgd
0.6746203899383545,0.0,0.0088717937469482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717948717948718,0.717948717948718,0.0,4860,0.7011494252873564,0.7011494252873564,0.0,5271,0.6511627906976745,0.6511627906976745,0.0,5953,0.6829268292682927,0.6829268292682927,0.0,5479,MLPClassifier,,,,,,,identity,"(100, 20, 60)",constant,500000.0,sgd
0.7339229583740234,0.0,0.0108420848846435,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7297297297297297,0.7297297297297297,0.0,4000,0.7011494252873564,0.7011494252873564,0.0,5271,0.627906976744186,0.627906976744186,0.0,5984,0.675,0.675,0.0,5502,MLPClassifier,,,,,,,relu,5,adaptive,500000.0,sgd
0.18319487571716309,0.0,0.0088469982147216,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7575757575757576,0.7575757575757576,0.0,2879,0.7011494252873564,0.7011494252873564,0.0,5271,0.5813953488372093,0.5813953488372093,0.0,6016,0.6578947368421053,0.6578947368421053,0.0,5819,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",invscaling,500000.0,sgd
201.045.560.836.792,0.0,0.0087113380432128,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6428571428571429,0.6428571428571429,0.0,5603,0.6896551724137931,0.6896551724137931,0.0,5421,0.8372093023255814,0.8372093023255814,0.0,3657,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(20, 100, 60)",invscaling,500000.0,sgd
10.665.628.910.064.600,0.0,0.0080480575561523,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6896551724137931,0.6896551724137931,0.0,5421,0.7441860465116279,0.7441860465116279,0.0,5303,0.7032967032967034,0.7032967032967034,0.0,5333,MLPClassifier,,,,,,,tanh,"(15, 75)",adaptive,500000.0,sgd
0.3435540199279785,0.0,0.0097651481628417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6896551724137931,0.6896551724137931,0.0,5421,0.7441860465116279,0.7441860465116279,0.0,5303,0.7032967032967034,0.7032967032967034,0.0,5333,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",invscaling,500000.0,sgd
14.480.290.412.902.800,0.0,0.0127661228179931,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,identity,"(20, 80, 100)",adaptive,500000.0,sgd
1.050.827.980.041.500,0.0,0.0080840587615966,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(15, 90)",constant,500000.0,sgd
0.9625470638275146,0.0,0.0080611705780029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(45, 45)",adaptive,500000.0,sgd
11.508.159.637.451.100,0.0,0.0081279277801513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(90, 45)",constant,500000.0,sgd
16.774.139.404.296.800,0.0,0.0084972381591796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",adaptive,500000.0,sgd
28.776.650.428.771.900,0.0,0.0147008895874023,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",adaptive,500000.0,sgd
15.146.839.618.682.800,0.0,0.0142719745635986,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",adaptive,500000.0,sgd
0.6971762180328369,0.0,0.0079638957977294,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,relu,40,constant,500000.0,sgd
0.0851287841796875,0.0,0.012402057647705,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,relu,"(20, 40, 60)",invscaling,500000.0,sgd
0.39057397842407227,0.0,0.0091018676757812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,identity,85,constant,500000.0,sgd
0.5334570407867432,0.0,0.00978684425354,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,identity,"(30, 60)",adaptive,500000.0,sgd
0.4667346477508545,0.0,0.0093960762023925,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,identity,"(60, 15)",constant,500000.0,sgd
0.7361180782318115,0.0,0.0094087123870849,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,identity,"(60, 30)",adaptive,500000.0,sgd
11.991.169.452.667.200,0.0,0.0095331668853759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,logistic,10,adaptive,500000.0,sgd
15.079.751.014.709.400,0.0,0.0091867446899414,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,logistic,55,adaptive,500000.0,sgd
0.4503488540649414,0.0,0.007112979888916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,tanh,35,adaptive,500000.0,sgd
0.4231569766998291,0.0,0.0077240467071533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,tanh,60,adaptive,500000.0,sgd
0.5730559825897217,0.0,0.0080959796905517,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,tanh,90,constant,500000.0,sgd
19.619.081.020.355.200,0.0,0.0098111629486083,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",adaptive,500000.0,sgd
0.3404572010040283,0.0,0.0107710361480712,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,10,adaptive,500000.0,sgd
0.387387752532959,0.0,0.0095090866088867,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,35,constant,500000.0,sgd
0.4713258743286133,0.0,0.0097169876098632,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,45,adaptive,500000.0,sgd
0.37023496627807617,0.0,0.0079591274261474,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,50,constant,500000.0,sgd
0.5348751544952393,0.0,0.0142970085144042,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,60,adaptive,500000.0,sgd
0.447314977645874,0.0,0.0123610496520996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,65,adaptive,500000.0,sgd
0.5116209983825684,0.0,0.0080678462982177,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,75,adaptive,500000.0,sgd
0.6492738723754883,0.0,0.0096139907836914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,"(30, 15)",adaptive,500000.0,sgd
0.9671130180358887,0.0,0.0114040374755859,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,"(60, 20, 40)",adaptive,500000.0,sgd
13.513.298.034.667.900,0.0,0.0146982669830322,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,"(60, 20, 100)",adaptive,500000.0,sgd
16.437.880.992.889.400,0.0,0.0081892013549804,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,logistic,55,constant,500000.0,sgd
1.661.803.960.800.170,0.0,0.0088818073272705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,logistic,65,adaptive,500000.0,sgd
11.189.501.285.552.900,0.0,0.0095198154449462,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,relu,85,adaptive,500000.0,sgd
0.43428587913513184,0.0,0.0089950561523437,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,identity,"(15, 45)",constant,500000.0,sgd
0.6671209335327148,0.0,0.0087180137634277,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,identity,"(15, 75)",adaptive,500000.0,sgd
13.373.990.058.898.900,0.0,0.0092139244079589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,identity,"(80, 20, 40)",invscaling,500000.0,sgd
1.169.226.884.841.910,0.0,0.0072841644287109,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,10,constant,500000.0,sgd
12.617.290.019.989.000,0.0,0.0075747966766357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,15,adaptive,500000.0,sgd
16.955.089.569.091.700,0.0,0.0090093612670898,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,40,adaptive,500000.0,sgd
1.599.506.139.755.240,0.0,0.0081720352172851,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,65,constant,500000.0,sgd
16.932.082.176.208.400,0.0,0.0086777210235595,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,70,adaptive,500000.0,sgd
18.878.858.089.447.000,0.0,0.0100462436676025,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,85,constant,500000.0,sgd
18.770.480.155.944.800,0.0,0.0136878490447998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,95,constant,500000.0,sgd
18.439.629.077.911.300,0.0,0.0083639621734619,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,100,constant,500000.0,sgd
22.597.639.560.699.400,0.0,0.0082700252532958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,100,adaptive,500000.0,sgd
0.13760113716125488,0.0,0.0127730369567871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7105263157894737,0.7105263157894737,0.0,5154,0.6896551724137931,0.6896551724137931,0.0,5421,0.627906976744186,0.627906976744186,0.0,5984,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",invscaling,500000.0,sgd
0.37471890449523926,0.0,0.010157823562622,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7666666666666667,0.7666666666666667,0.0,2634,0.6896551724137931,0.6896551724137931,0.0,5421,0.5348837209302325,0.5348837209302325,0.0,6048,0.6301369863013698,0.6301369863013698,0.0,5904,MLPClassifier,,,,,,,identity,"(40, 60, 80)",invscaling,500000.0,sgd
0.00413203239440918,0.0,0.0088660717010498,0.0,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.6470588235294118,0.6470588235294118,0.0,7,0.6781609195402298,0.6781609195402298,0.0,5,0.7674418604651163,0.7674418604651163,0.0,1,0.7021276595744682,0.7021276595744682,0.0,5,SVC,scale,sigmoid,,,,,,,,,
0.00684809684753418,0.0,0.0107519626617431,0.0,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.6470588235294118,0.6470588235294118,0.0,7,0.6781609195402298,0.6781609195402298,0.0,5,0.7674418604651163,0.7674418604651163,0.0,1,0.7021276595744682,0.7021276595744682,0.0,5,SVC,auto,sigmoid,,,,,,,,,
0.5621099472045898,0.0,0.0113658905029296,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6470588235294118,0.6470588235294118,0.0,5600,0.6781609195402298,0.6781609195402298,0.0,5470,0.7674418604651163,0.7674418604651163,0.0,5116,0.7021276595744682,0.7021276595744682,0.0,5336,MLPClassifier,,,,,,,identity,"(100, 100, 80)",invscaling,500000.0,sgd
0.43282032012939453,0.0,0.0067787170410156,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6595744680851063,0.6595744680851063,0.0,5590,0.6781609195402298,0.6781609195402298,0.0,5470,0.7209302325581395,0.7209302325581395,0.0,5439,0.6888888888888888,0.6888888888888888,0.0,5468,MLPClassifier,,,,,,,tanh,20,adaptive,500000.0,sgd
0.32945990562438965,0.0,0.0123929977416992,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6595744680851063,0.6595744680851063,0.0,5590,0.6781609195402298,0.6781609195402298,0.0,5470,0.7209302325581395,0.7209302325581395,0.0,5439,0.6888888888888888,0.6888888888888888,0.0,5468,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",invscaling,500000.0,sgd
13.979.990.482.330.300,0.0,0.0142128467559814,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6781609195402298,0.6781609195402298,0.0,5470,0.6976744186046512,0.6976744186046512,0.0,5651,0.6818181818181818,0.6818181818181818,0.0,5494,MLPClassifier,,,,,,,tanh,"(90, 75)",adaptive,500000.0,sgd
0.29481077194213867,0.0,0.0086770057678222,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,identity,"(20, 60, 40)",invscaling,500000.0,sgd
12.008.380.889.892.500,0.0,0.0086369514465332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,logistic,5,adaptive,500000.0,sgd
13.760.619.163.513.100,0.0,0.0116147994995117,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,logistic,25,adaptive,500000.0,sgd
18.648.083.209.991.400,0.0,0.0079796314239501,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,logistic,75,adaptive,500000.0,sgd
0.48642826080322266,0.0,0.0080158710479736,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,tanh,10,constant,500000.0,sgd
0.5474576950073242,0.0,0.0077450275421142,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,tanh,15,adaptive,500000.0,sgd
0.07401132583618164,0.0,0.0082459449768066,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,relu,"(15, 45)",invscaling,500000.0,sgd
21.488.146.781.921.300,0.0,0.0116093158721923,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6829268292682927,0.6829268292682927,0.0,5521,0.6781609195402298,0.6781609195402298,0.0,5470,0.6511627906976745,0.6511627906976745,0.0,5953,0.6666666666666667,0.6666666666666667,0.0,5540,MLPClassifier,,,,,,,identity,"(80, 100, 60)",invscaling,500000.0,sgd
1.421.510.934.829.710,0.0,0.0119831562042236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6829268292682927,0.6829268292682927,0.0,5521,0.6781609195402298,0.6781609195402298,0.0,5470,0.6511627906976745,0.6511627906976745,0.0,5953,0.6666666666666667,0.6666666666666667,0.0,5540,MLPClassifier,,,,,,,identity,"(100, 80, 80)",invscaling,500000.0,sgd
17.187.080.383.300.700,0.0,0.0080852508544921,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6829268292682927,0.6829268292682927,0.0,5521,0.6781609195402298,0.6781609195402298,0.0,5470,0.6511627906976745,0.6511627906976745,0.0,5953,0.6666666666666667,0.6666666666666667,0.0,5540,MLPClassifier,,,,,,,logistic,80,constant,500000.0,sgd
0.8596868515014648,0.0,0.0077409744262695,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6829268292682927,0.6829268292682927,0.0,5521,0.6781609195402298,0.6781609195402298,0.0,5470,0.6511627906976745,0.6511627906976745,0.0,5953,0.6666666666666667,0.6666666666666667,0.0,5540,MLPClassifier,,,,,,,relu,70,adaptive,500000.0,sgd
15.284.390.449.523.900,0.0,0.0076820850372314,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.6781609195402298,0.6781609195402298,0.0,5470,0.627906976744186,0.627906976744186,0.0,5984,0.6585365853658537,0.6585365853658537,0.0,5816,MLPClassifier,,,,,,,logistic,45,constant,500000.0,sgd
15.579.218.864.440.900,0.0,0.0092151165008544,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.6781609195402298,0.6781609195402298,0.0,5470,0.627906976744186,0.627906976744186,0.0,5984,0.6585365853658537,0.6585365853658537,0.0,5816,MLPClassifier,,,,,,,logistic,60,adaptive,500000.0,sgd
0.4358539581298828,0.0,0.0065622329711914,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.6781609195402298,0.6781609195402298,0.0,5470,0.627906976744186,0.627906976744186,0.0,5984,0.6585365853658537,0.6585365853658537,0.0,5816,MLPClassifier,,,,,,,relu,30,constant,500000.0,sgd
0.46204066276550293,0.0,0.009843111038208,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.6781609195402298,0.6781609195402298,0.0,5470,0.5813953488372093,0.5813953488372093,0.0,6016,0.6410256410256411,0.6410256410256411,0.0,5860,MLPClassifier,,,,,,,identity,"(40, 80, 60)",invscaling,500000.0,sgd
0.028494834899902344,0.0,0.009376049041748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.6781609195402298,0.6781609195402298,0.0,5470,0.5813953488372093,0.5813953488372093,0.0,6016,0.6410256410256411,0.6410256410256411,0.0,5860,MLPClassifier,,,,,,,tanh,15,invscaling,500000.0,sgd
15.006.170.272.827.100,0.0,0.0096368789672851,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7419354838709677,0.7419354838709677,0.0,3422,0.6781609195402298,0.6781609195402298,0.0,5470,0.5348837209302325,0.5348837209302325,0.0,6048,0.6216216216216216,0.6216216216216216,0.0,5929,MLPClassifier,,,,,,,identity,"(100, 80, 60)",invscaling,500000.0,sgd
0.2789480686187744,0.0,0.0100440979003906,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.6781609195402298,0.6781609195402298,0.0,5470,0.4883720930232558,0.4883720930232558,0.0,6071,0.6000000000000001,0.6000000000000001,0.0,5970,MLPClassifier,,,,,,,identity,"(100, 60, 40)",invscaling,500000.0,sgd
0.0009737014770507812,0.0,0.0031740665435791,0.0,{},0.8,0.8,0.0,1,0.6781609195402298,0.6781609195402298,0.0,1,0.4651162790697674,0.4651162790697674,0.0,1,0.5882352941176471,0.5882352941176471,0.0,1,GaussianNB,,,,,,,,,,,
0.3517727851867676,0.0,0.009192943572998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6166666666666667,0.6166666666666667,0.0,5636,0.6666666666666666,0.6666666666666666,0.0,5492,0.8604651162790697,0.8604651162790697,0.0,3618,0.7184466019417476,0.7184466019417476,0.0,5065,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",adaptive,500000.0,sgd
0.4163551330566406,0.0,0.0103890895843505,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6296296296296297,0.6296296296296297,0.0,5619,0.6666666666666666,0.6666666666666666,0.0,5492,0.7906976744186046,0.7906976744186046,0.0,4827,0.7010309278350516,0.7010309278350516,0.0,5337,MLPClassifier,,,,,,,identity,"(45, 75)",invscaling,500000.0,sgd
0.22426795959472656,0.0,0.0131659507751464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6296296296296297,0.6296296296296297,0.0,5619,0.6666666666666666,0.6666666666666666,0.0,5492,0.7906976744186046,0.7906976744186046,0.0,4827,0.7010309278350516,0.7010309278350516,0.0,5337,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",invscaling,500000.0,sgd
0.06403994560241699,0.0,0.0134899616241455,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.64,0.64,0.0,5609,0.6666666666666666,0.6666666666666666,0.0,5492,0.7441860465116279,0.7441860465116279,0.0,5303,0.6881720430107526,0.6881720430107526,0.0,5470,MLPClassifier,,,,,,,identity,65,invscaling,500000.0,sgd
13.789.210.319.519.000,0.0,0.0076398849487304,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6666666666666666,0.6666666666666666,0.0,5492,0.6511627906976745,0.6511627906976745,0.0,5953,0.6588235294117646,0.6588235294117646,0.0,5814,MLPClassifier,,,,,,,logistic,35,adaptive,500000.0,sgd
17.335.338.592.529.200,0.0,0.0081360340118408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6666666666666666,0.6666666666666666,0.0,5492,0.6511627906976745,0.6511627906976745,0.0,5953,0.6588235294117646,0.6588235294117646,0.0,5814,MLPClassifier,,,,,,,logistic,80,adaptive,500000.0,sgd
0.44072389602661133,0.0,0.0137197971343994,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.675,0.675,0.0,5545,0.6666666666666666,0.6666666666666666,0.0,5492,0.627906976744186,0.627906976744186,0.0,5984,0.6506024096385542,0.6506024096385542,0.0,5838,MLPClassifier,,,,,,,identity,"(60, 90)",invscaling,500000.0,sgd
0.3253779411315918,0.0,0.0066781044006347,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.675,0.675,0.0,5545,0.6666666666666666,0.6666666666666666,0.0,5492,0.627906976744186,0.627906976744186,0.0,5984,0.6506024096385542,0.6506024096385542,0.0,5838,MLPClassifier,,,,,,,identity,"(20, 60, 80)",invscaling,500000.0,sgd
14.566.371.440.887.400,0.0,0.0072989463806152,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.675,0.675,0.0,5545,0.6666666666666666,0.6666666666666666,0.0,5492,0.627906976744186,0.627906976744186,0.0,5984,0.6506024096385542,0.6506024096385542,0.0,5838,MLPClassifier,,,,,,,logistic,50,constant,500000.0,sgd
2.085.803.985.595.700,0.0,0.0080111026763916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.675,0.675,0.0,5545,0.6666666666666666,0.6666666666666666,0.0,5492,0.627906976744186,0.627906976744186,0.0,5984,0.6506024096385542,0.6506024096385542,0.0,5838,MLPClassifier,,,,,,,logistic,90,constant,500000.0,sgd
0.6487128734588623,0.0,0.0077781677246093,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.675,0.675,0.0,5545,0.6666666666666666,0.6666666666666666,0.0,5492,0.627906976744186,0.627906976744186,0.0,5984,0.6506024096385542,0.6506024096385542,0.0,5838,MLPClassifier,,,,,,,relu,10,constant,500000.0,sgd
0.10065102577209473,0.0,0.0134780406951904,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6842105263157895,0.6842105263157895,0.0,5520,0.6666666666666666,0.6666666666666666,0.0,5492,0.6046511627906976,0.6046511627906976,0.0,6006,0.6419753086419753,0.6419753086419753,0.0,5859,MLPClassifier,,,,,,,identity,75,invscaling,500000.0,sgd
26.194.980.144.500.700,0.0,0.0114140510559082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6944444444444444,0.6944444444444444,0.0,5434,0.6666666666666666,0.6666666666666666,0.0,5492,0.5813953488372093,0.5813953488372093,0.0,6016,0.6329113924050633,0.6329113924050633,0.0,5898,MLPClassifier,,,,,,,identity,"(80, 20, 80)",invscaling,500000.0,sgd
30.351.130.962.371.800,0.0,0.0180857181549072,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6944444444444444,0.6944444444444444,0.0,5434,0.6666666666666666,0.6666666666666666,0.0,5492,0.5813953488372093,0.5813953488372093,0.0,6016,0.6329113924050633,0.6329113924050633,0.0,5898,MLPClassifier,,,,,,,identity,"(100, 80, 100)",invscaling,500000.0,sgd
0.12233901023864746,0.0,0.0138251781463623,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.6666666666666666,0.6666666666666666,0.0,5492,0.5581395348837209,0.5581395348837209,0.0,6034,0.6233766233766234,0.6233766233766234,0.0,5926,MLPClassifier,,,,,,,tanh,"(45, 90)",invscaling,500000.0,sgd
0.5890610218048096,0.0,0.016510009765625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.6666666666666666,0.6666666666666666,0.0,5492,0.5581395348837209,0.5581395348837209,0.0,6034,0.6233766233766234,0.6233766233766234,0.0,5926,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",invscaling,500000.0,sgd
0.12682795524597168,0.0,0.010383129119873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.6666666666666666,0.6666666666666666,0.0,5492,0.5116279069767442,0.5116279069767442,0.0,6058,0.6027397260273971,0.6027397260273971,0.0,5966,MLPClassifier,,,,,,,relu,"(60, 80, 60)",invscaling,500000.0,sgd
0.8853518962860107,0.0,0.0100300312042236,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.6666666666666666,0.6666666666666666,0.0,5492,0.4651162790697674,0.4651162790697674,0.0,6083,0.5797101449275363,0.5797101449275363,0.0,6004,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",invscaling,500000.0,sgd
0.7129251956939697,0.0,0.0095539093017578,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5915492957746479,0.5915492957746479,0.0,5661,0.6551724137931034,0.6551724137931034,0.0,5510,0.9767441860465116,0.9767441860465116,0.0,1284,0.7368421052631579,0.7368421052631579,0.0,4843,MLPClassifier,,,,,,,identity,"(80, 40, 40)",invscaling,500000.0,sgd
2.499.667.167.663.570,0.0,0.0090129375457763,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6181818181818182,0.6181818181818182,0.0,5635,0.6551724137931034,0.6551724137931034,0.0,5510,0.7906976744186046,0.7906976744186046,0.0,4827,0.693877551020408,0.693877551020408,0.0,5434,MLPClassifier,,,,,,,identity,"(40, 60, 20)",invscaling,500000.0,sgd
15.410.630.702.972.400,0.0,0.0122439861297607,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6274509803921569,0.6274509803921569,0.0,5625,0.6551724137931034,0.6551724137931034,0.0,5510,0.7441860465116279,0.7441860465116279,0.0,5303,0.6808510638297872,0.6808510638297872,0.0,5495,MLPClassifier,,,,,,,identity,"(100, 100, 40)",invscaling,500000.0,sgd
22.663.800.716.400.100,0.0,0.0124719142913818,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6382978723404256,0.6382978723404256,0.0,5613,0.6551724137931034,0.6551724137931034,0.0,5510,0.6976744186046512,0.6976744186046512,0.0,5651,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,identity,"(30, 30)",invscaling,500000.0,sgd
0.7889668941497803,0.0,0.010699987411499,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7096774193548387,0.7096774193548387,0.0,5155,0.6551724137931034,0.6551724137931034,0.0,5510,0.5116279069767442,0.5116279069767442,0.0,6058,0.5945945945945946,0.5945945945945946,0.0,5983,MLPClassifier,,,,,,,identity,"(40, 80, 80)",invscaling,500000.0,sgd
0.48564982414245605,0.0,0.0096361637115478,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7096774193548387,0.7096774193548387,0.0,5155,0.6551724137931034,0.6551724137931034,0.0,5510,0.5116279069767442,0.5116279069767442,0.0,6058,0.5945945945945946,0.5945945945945946,0.0,5983,MLPClassifier,,,,,,,identity,"(80, 60, 60)",invscaling,500000.0,sgd
12.844.548.225.402.800,0.0,0.0100033283233642,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7096774193548387,0.7096774193548387,0.0,5155,0.6551724137931034,0.6551724137931034,0.0,5510,0.5116279069767442,0.5116279069767442,0.0,6058,0.5945945945945946,0.5945945945945946,0.0,5983,MLPClassifier,,,,,,,identity,"(80, 80, 40)",invscaling,500000.0,sgd
0.16090989112854004,0.0,0.0089530944824218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7096774193548387,0.7096774193548387,0.0,5155,0.6551724137931034,0.6551724137931034,0.0,5510,0.5116279069767442,0.5116279069767442,0.0,6058,0.5945945945945946,0.5945945945945946,0.0,5983,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",invscaling,500000.0,sgd
0.7809326648712158,0.0,0.0131583213806152,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7096774193548387,0.7096774193548387,0.0,5155,0.6551724137931034,0.6551724137931034,0.0,5510,0.5116279069767442,0.5116279069767442,0.0,6058,0.5945945945945946,0.5945945945945946,0.0,5983,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",invscaling,500000.0,sgd
0.18238067626953125,0.0,0.0095880031585693,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.6551724137931034,0.6551724137931034,0.0,5510,0.4651162790697674,0.4651162790697674,0.0,6083,0.5714285714285714,0.5714285714285714,0.0,6013,MLPClassifier,,,,,,,identity,"(90, 45)",invscaling,500000.0,sgd
0.1471707820892334,0.0,0.0086519718170166,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.6551724137931034,0.6551724137931034,0.0,5510,0.4651162790697674,0.4651162790697674,0.0,6083,0.5714285714285714,0.5714285714285714,0.0,6013,MLPClassifier,,,,,,,relu,"(20, 80, 60)",invscaling,500000.0,sgd
0.07423782348632812,0.0,0.0093162059783935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.76,0.76,0.0,2795,0.6551724137931034,0.6551724137931034,0.0,5510,0.4418604651162791,0.4418604651162791,0.0,6097,0.5588235294117647,0.5588235294117647,0.0,6033,MLPClassifier,,,,,,,identity,50,invscaling,500000.0,sgd
0.11736226081848145,0.0,0.0090188980102539,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8095238095238095,0.8095238095238095,0.0,786,0.6551724137931034,0.6551724137931034,0.0,5510,0.3953488372093023,0.3953488372093023,0.0,6116,0.53125,0.53125,0.0,6073,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",invscaling,500000.0,sgd
13.626.739.978.790.200,0.0,0.0124092102050781,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8823529411764706,0.8823529411764706,0.0,20,0.6551724137931034,0.6551724137931034,0.0,5510,0.3488372093023256,0.3488372093023256,0.0,6145,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,identity,"(20, 80, 100)",invscaling,500000.0,sgd
0.30869317054748535,0.0,0.0130181312561035,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.581081081081081,0.581081081081081,0.0,5673,0.6436781609195402,0.6436781609195402,0.0,5524,1.0,1.0,0.0,1,0.735042735042735,0.735042735042735,0.0,4880,MLPClassifier,,,,,,,identity,"(60, 60, 20)",invscaling,500000.0,sgd
0.9257228374481201,0.0,0.0090529918670654,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.581081081081081,0.581081081081081,0.0,5673,0.6436781609195402,0.6436781609195402,0.0,5524,1.0,1.0,0.0,1,0.735042735042735,0.735042735042735,0.0,4880,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",invscaling,500000.0,sgd
0.05814790725708008,0.0,0.0082621574401855,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5882352941176471,0.5882352941176471,0.0,5663,0.6436781609195402,0.6436781609195402,0.0,5524,0.9302325581395348,0.9302325581395348,0.0,3215,0.7207207207207207,0.7207207207207207,0.0,5040,MLPClassifier,,,,,,,tanh,45,invscaling,500000.0,sgd
0.28310394287109375,0.0,0.0100889205932617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.59375,0.59375,0.0,5658,0.6436781609195402,0.6436781609195402,0.0,5524,0.8837209302325582,0.8837209302325582,0.0,3367,0.7102803738317758,0.7102803738317758,0.0,5176,MLPClassifier,,,,,,,identity,"(60, 40, 100)",invscaling,500000.0,sgd
0.16605401039123535,0.0,0.0090119838714599,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5967741935483871,0.5967741935483871,0.0,5655,0.6436781609195402,0.6436781609195402,0.0,5524,0.8604651162790697,0.8604651162790697,0.0,3618,0.7047619047619047,0.7047619047619047,0.0,5284,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",invscaling,500000.0,sgd
0.2342379093170166,0.0,0.0099809169769287,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6111111111111112,0.6111111111111112,0.0,5639,0.6436781609195402,0.6436781609195402,0.0,5524,0.7674418604651163,0.7674418604651163,0.0,5116,0.6804123711340206,0.6804123711340206,0.0,5496,MLPClassifier,,,,,,,identity,"(20, 20, 20)",invscaling,500000.0,sgd
0.9445219039916992,0.0,0.0161380767822265,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6153846153846154,0.6153846153846154,0.0,5637,0.6436781609195402,0.6436781609195402,0.0,5524,0.7441860465116279,0.7441860465116279,0.0,5303,0.6736842105263158,0.6736842105263158,0.0,5522,MLPClassifier,,,,,,,identity,"(100, 60, 60)",invscaling,500000.0,sgd
0.7533953189849854,0.0,0.0099427700042724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6304347826086957,0.6304347826086957,0.0,5618,0.6436781609195402,0.6436781609195402,0.0,5524,0.6744186046511628,0.6744186046511628,0.0,5890,0.651685393258427,0.651685393258427,0.0,5828,MLPClassifier,,,,,,,identity,"(40, 40, 80)",invscaling,500000.0,sgd
0.8221139907836914,0.0,0.0102598667144775,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6428571428571429,0.6428571428571429,0.0,5603,0.6436781609195402,0.6436781609195402,0.0,5524,0.627906976744186,0.627906976744186,0.0,5984,0.6352941176470588,0.6352941176470588,0.0,5890,MLPClassifier,,,,,,,identity,"(100, 40, 100)",invscaling,500000.0,sgd
0.03469681739807129,0.0,0.0077221393585205,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6578947368421053,0.6578947368421053,0.0,5592,0.6436781609195402,0.6436781609195402,0.0,5524,0.5813953488372093,0.5813953488372093,0.0,6016,0.6172839506172839,0.6172839506172839,0.0,5934,MLPClassifier,,,,,,,identity,45,invscaling,500000.0,sgd
0.2724878787994385,0.0,0.0093441009521484,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6578947368421053,0.6578947368421053,0.0,5592,0.6436781609195402,0.6436781609195402,0.0,5524,0.5813953488372093,0.5813953488372093,0.0,6016,0.6172839506172839,0.6172839506172839,0.0,5934,MLPClassifier,,,,,,,identity,"(30, 75)",invscaling,500000.0,sgd
0.37970876693725586,0.0,0.0125989913940429,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6578947368421053,0.6578947368421053,0.0,5592,0.6436781609195402,0.6436781609195402,0.0,5524,0.5813953488372093,0.5813953488372093,0.0,6016,0.6172839506172839,0.6172839506172839,0.0,5934,MLPClassifier,,,,,,,identity,"(60, 45)",invscaling,500000.0,sgd
0.1618030071258545,0.0,0.008998155593872,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6578947368421053,0.6578947368421053,0.0,5592,0.6436781609195402,0.6436781609195402,0.0,5524,0.5813953488372093,0.5813953488372093,0.0,6016,0.6172839506172839,0.6172839506172839,0.0,5934,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",invscaling,500000.0,sgd
15.128.540.992.736.800,0.0,0.0119259357452392,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6764705882352942,0.6764705882352942,0.0,5544,0.6436781609195402,0.6436781609195402,0.0,5524,0.5348837209302325,0.5348837209302325,0.0,6048,0.5974025974025974,0.5974025974025974,0.0,5978,MLPClassifier,,,,,,,identity,"(100, 40, 80)",invscaling,500000.0,sgd
0.5934689044952393,0.0,0.0086390972137451,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6436781609195402,0.6436781609195402,0.0,5524,0.4883720930232558,0.4883720930232558,0.0,6071,0.5753424657534246,0.5753424657534246,0.0,6009,MLPClassifier,,,,,,,identity,"(40, 40, 20)",invscaling,500000.0,sgd
0.11479496955871582,0.0,0.0077192783355712,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6436781609195402,0.6436781609195402,0.0,5524,0.4883720930232558,0.4883720930232558,0.0,6071,0.5753424657534246,0.5753424657534246,0.0,6009,MLPClassifier,,,,,,,tanh,"(60, 45)",invscaling,500000.0,sgd
0.6865010261535645,0.0,0.0111598968505859,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.6436781609195402,0.6436781609195402,0.0,5524,0.4651162790697674,0.4651162790697674,0.0,6083,0.5633802816901409,0.5633802816901409,0.0,6026,MLPClassifier,,,,,,,identity,"(90, 90)",invscaling,500000.0,sgd
0.25327396392822266,0.0,0.0106821060180664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.6436781609195402,0.6436781609195402,0.0,5524,0.4418604651162791,0.4418604651162791,0.0,6097,0.5507246376811594,0.5507246376811594,0.0,6046,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",invscaling,500000.0,sgd
0.0055010318756103516,0.0,0.0087928771972656,0.0,"{'gamma': 'auto', 'kernel': 'poly'}",0.7727272727272727,0.7727272727272727,0.0,2,0.6436781609195402,0.6436781609195402,0.0,7,0.3953488372093023,0.3953488372093023,0.0,7,0.523076923076923,0.523076923076923,0.0,7,SVC,auto,poly,,,,,,,,,
0.1360630989074707,0.0,0.0060179233551025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7727272727272727,0.7727272727272727,0.0,2530,0.6436781609195402,0.6436781609195402,0.0,5524,0.3953488372093023,0.3953488372093023,0.0,6116,0.523076923076923,0.523076923076923,0.0,6080,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",invscaling,500000.0,sgd
0.44148921966552734,0.0,0.0102148056030273,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8,0.8,0.0,1178,0.6436781609195402,0.6436781609195402,0.0,5524,0.3720930232558139,0.3720930232558139,0.0,6137,0.5079365079365079,0.5079365079365079,0.0,6091,MLPClassifier,,,,,,,identity,"(60, 60, 40)",invscaling,500000.0,sgd
0.05647683143615723,0.0,0.0095229148864746,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8,0.8,0.0,1178,0.6436781609195402,0.6436781609195402,0.0,5524,0.3720930232558139,0.3720930232558139,0.0,6137,0.5079365079365079,0.5079365079365079,0.0,6091,MLPClassifier,,,,,,,logistic,"(60, 60)",invscaling,500000.0,sgd
0.5617821216583252,0.0,0.0077929496765136,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8333333333333334,0.8333333333333334,0.0,188,0.6436781609195402,0.6436781609195402,0.0,5524,0.3488372093023256,0.3488372093023256,0.0,6145,0.4918032786885246,0.4918032786885246,0.0,6104,MLPClassifier,,,,,,,relu,"(100, 80, 40)",invscaling,500000.0,sgd
0.8700821399688721,0.0,0.0116190910339355,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5753424657534246,0.5753424657534246,0.0,5688,0.632183908045977,0.632183908045977,0.0,5546,0.9767441860465116,0.9767441860465116,0.0,1284,0.7241379310344828,0.7241379310344828,0.0,4969,MLPClassifier,,,,,,,identity,"(100, 100, 100)",invscaling,500000.0,sgd
0.15082597732543945,0.0,0.0089011192321777,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5753424657534246,0.5753424657534246,0.0,5688,0.632183908045977,0.632183908045977,0.0,5546,0.9767441860465116,0.9767441860465116,0.0,1284,0.7241379310344828,0.7241379310344828,0.0,4969,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",invscaling,500000.0,sgd
0.30451202392578125,0.0,0.0128192901611328,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5846153846153846,0.5846153846153846,0.0,5669,0.632183908045977,0.632183908045977,0.0,5546,0.8837209302325582,0.8837209302325582,0.0,3367,0.7037037037037038,0.7037037037037038,0.0,5332,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",invscaling,500000.0,sgd
2.138.643.980.026.240,0.0,0.0118460655212402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5873015873015873,0.5873015873015873,0.0,5664,0.632183908045977,0.632183908045977,0.0,5546,0.8604651162790697,0.8604651162790697,0.0,3618,0.6981132075471699,0.6981132075471699,0.0,5347,MLPClassifier,,,,,,,identity,"(60, 100, 40)",invscaling,500000.0,sgd
14.145.898.818.969.700,0.0,0.013240098953247,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5964912280701754,0.5964912280701754,0.0,5656,0.632183908045977,0.632183908045977,0.0,5546,0.7906976744186046,0.7906976744186046,0.0,4827,0.6799999999999999,0.6799999999999999,0.0,5497,MLPClassifier,,,,,,,identity,"(60, 100, 20)",invscaling,500000.0,sgd
0.11829710006713867,0.0,0.0105910301208496,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6078431372549019,0.6078431372549019,0.0,5641,0.632183908045977,0.632183908045977,0.0,5546,0.7209302325581395,0.7209302325581395,0.0,5439,0.6595744680851063,0.6595744680851063,0.0,5813,MLPClassifier,,,,,,,logistic,"(75, 75)",constant,500000.0,sgd
0.1990201473236084,0.0,0.0133299827575683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6222222222222222,0.6222222222222222,0.0,5628,0.632183908045977,0.632183908045977,0.0,5546,0.6511627906976745,0.6511627906976745,0.0,5953,0.6363636363636364,0.6363636363636364,0.0,5886,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",invscaling,500000.0,sgd
17.564.611.434.936.500,0.0,0.0110158920288085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.627906976744186,0.627906976744186,0.0,5623,0.632183908045977,0.632183908045977,0.0,5546,0.627906976744186,0.627906976744186,0.0,5984,0.627906976744186,0.627906976744186,0.0,5916,MLPClassifier,,,,,,,identity,"(80, 80, 100)",invscaling,500000.0,sgd
0.07983779907226562,0.0,0.0077681541442871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.627906976744186,0.627906976744186,0.0,5623,0.632183908045977,0.632183908045977,0.0,5546,0.627906976744186,0.627906976744186,0.0,5984,0.627906976744186,0.627906976744186,0.0,5916,MLPClassifier,,,,,,,tanh,65,invscaling,500000.0,sgd
0.5038101673126221,0.0,0.0134139060974121,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6410256410256411,0.6410256410256411,0.0,5607,0.632183908045977,0.632183908045977,0.0,5546,0.5813953488372093,0.5813953488372093,0.0,6016,0.6097560975609757,0.6097560975609757,0.0,5956,MLPClassifier,,,,,,,identity,"(40, 20, 20)",invscaling,500000.0,sgd
0.2165231704711914,0.0,0.009490966796875,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6410256410256411,0.6410256410256411,0.0,5607,0.632183908045977,0.632183908045977,0.0,5546,0.5813953488372093,0.5813953488372093,0.0,6016,0.6097560975609757,0.6097560975609757,0.0,5956,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",invscaling,500000.0,sgd
10.708.048.343.658.400,0.0,0.0083611011505126,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6774193548387096,0.6774193548387096,0.0,5543,0.632183908045977,0.632183908045977,0.0,5546,0.4883720930232558,0.4883720930232558,0.0,6071,0.5675675675675677,0.5675675675675677,0.0,6020,MLPClassifier,,,,,,,identity,"(75, 60)",invscaling,500000.0,sgd
0.44802212715148926,0.0,0.0084989070892333,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6896551724137931,0.6896551724137931,0.0,5461,0.632183908045977,0.632183908045977,0.0,5546,0.4651162790697674,0.4651162790697674,0.0,6083,0.5555555555555556,0.5555555555555556,0.0,6036,MLPClassifier,,,,,,,identity,95,invscaling,500000.0,sgd
0.35285234451293945,0.0,0.008685827255249,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6896551724137931,0.6896551724137931,0.0,5461,0.632183908045977,0.632183908045977,0.0,5546,0.4651162790697674,0.4651162790697674,0.0,6083,0.5555555555555556,0.5555555555555556,0.0,6036,MLPClassifier,,,,,,,identity,"(20, 40, 60)",invscaling,500000.0,sgd
0.21280407905578613,0.0,0.0092439651489257,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6896551724137931,0.6896551724137931,0.0,5461,0.632183908045977,0.632183908045977,0.0,5546,0.4651162790697674,0.4651162790697674,0.0,6083,0.5555555555555556,0.5555555555555556,0.0,6036,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",invscaling,500000.0,sgd
40.135.338.306.427,0.0,0.0096840858459472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.632183908045977,0.632183908045977,0.0,5546,0.3953488372093023,0.3953488372093023,0.0,6116,0.5151515151515151,0.5151515151515151,0.0,6086,MLPClassifier,,,,,,,identity,"(80, 100, 80)",invscaling,500000.0,sgd
17.848.258.018.493.600,0.0,0.0097010135650634,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5675675675675675,0.5675675675675675,0.0,5703,0.6206896551724138,0.6206896551724138,0.0,5562,0.9767441860465116,0.9767441860465116,0.0,1284,0.717948717948718,0.717948717948718,0.0,5066,MLPClassifier,,,,,,,identity,"(40, 60, 40)",invscaling,500000.0,sgd
16.222.219.467.163.000,0.0,0.0099251270294189,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5675675675675675,0.5675675675675675,0.0,5703,0.6206896551724138,0.6206896551724138,0.0,5562,0.9767441860465116,0.9767441860465116,0.0,1284,0.717948717948718,0.717948717948718,0.0,5066,MLPClassifier,,,,,,,identity,"(60, 40, 80)",invscaling,500000.0,sgd
0.9150357246398926,0.0,0.0094599723815917,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5735294117647058,0.5735294117647058,0.0,5694,0.6206896551724138,0.6206896551724138,0.0,5562,0.9069767441860463,0.9069767441860463,0.0,3336,0.7027027027027025,0.7027027027027025,0.0,5335,MLPClassifier,,,,,,,identity,"(60, 100, 100)",invscaling,500000.0,sgd
26.552.183.628.082.200,0.0,0.0101997852325439,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5806451612903226,0.5806451612903226,0.0,5675,0.6206896551724138,0.6206896551724138,0.0,5562,0.8372093023255814,0.8372093023255814,0.0,3657,0.6857142857142857,0.6857142857142857,0.0,5475,MLPClassifier,,,,,,,identity,"(80, 60, 100)",invscaling,500000.0,sgd
0.11185407638549805,0.0,0.0127878189086914,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5806451612903226,0.5806451612903226,0.0,5675,0.6206896551724138,0.6206896551724138,0.0,5562,0.8372093023255814,0.8372093023255814,0.0,3657,0.6857142857142857,0.6857142857142857,0.0,5475,MLPClassifier,,,,,,,relu,"(90, 30)",invscaling,500000.0,sgd
0.5990219116210938,0.0,0.0092809200286865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5862068965517241,0.5862068965517241,0.0,5666,0.6206896551724138,0.6206896551724138,0.0,5562,0.7906976744186046,0.7906976744186046,0.0,4827,0.6732673267326732,0.6732673267326732,0.0,5523,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",adaptive,500000.0,sgd
0.2924363613128662,0.0,0.0128638744354248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6136363636363636,0.6136363636363636,0.0,5638,0.6206896551724138,0.6206896551724138,0.0,5562,0.627906976744186,0.627906976744186,0.0,5984,0.6206896551724139,0.6206896551724139,0.0,5930,MLPClassifier,,,,,,,identity,"(40, 80, 40)",invscaling,500000.0,sgd
0.04520916938781738,0.0,0.0087931156158447,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6190476190476191,0.6190476190476191,0.0,5632,0.6206896551724138,0.6206896551724138,0.0,5562,0.6046511627906976,0.6046511627906976,0.0,6006,0.611764705882353,0.611764705882353,0.0,5947,MLPClassifier,,,,,,,identity,5,invscaling,500000.0,sgd
0.09311676025390625,0.0,0.0095751285552978,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6190476190476191,0.6190476190476191,0.0,5632,0.6206896551724138,0.6206896551724138,0.0,5562,0.6046511627906976,0.6046511627906976,0.0,6006,0.611764705882353,0.611764705882353,0.0,5947,MLPClassifier,,,,,,,relu,"(20, 100, 40)",invscaling,500000.0,sgd
0.04410696029663086,0.0,0.0102179050445556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.631578947368421,0.631578947368421,0.0,5616,0.6206896551724138,0.6206896551724138,0.0,5562,0.5581395348837209,0.5581395348837209,0.0,6034,0.5925925925925927,0.5925925925925927,0.0,5989,MLPClassifier,,,,,,,identity,30,invscaling,500000.0,sgd
0.5538339614868164,0.0,0.0114259719848632,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.631578947368421,0.631578947368421,0.0,5616,0.6206896551724138,0.6206896551724138,0.0,5562,0.5581395348837209,0.5581395348837209,0.0,6034,0.5925925925925927,0.5925925925925927,0.0,5989,MLPClassifier,,,,,,,identity,"(60, 20, 40)",invscaling,500000.0,sgd
10.529.441.833.496.000,0.0,0.0106537342071533,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6388888888888888,0.6388888888888888,0.0,5611,0.6206896551724138,0.6206896551724138,0.0,5562,0.5348837209302325,0.5348837209302325,0.0,6048,0.5822784810126581,0.5822784810126581,0.0,6000,MLPClassifier,,,,,,,identity,"(20, 40, 100)",invscaling,500000.0,sgd
0.16842293739318848,0.0,0.008768081665039,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6388888888888888,0.6388888888888888,0.0,5611,0.6206896551724138,0.6206896551724138,0.0,5562,0.5348837209302325,0.5348837209302325,0.0,6048,0.5822784810126581,0.5822784810126581,0.0,6000,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",invscaling,500000.0,sgd
0.17920804023742676,0.0,0.0085880756378173,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6470588235294118,0.6470588235294118,0.0,5600,0.6206896551724138,0.6206896551724138,0.0,5562,0.5116279069767442,0.5116279069767442,0.0,6058,0.5714285714285715,0.5714285714285715,0.0,6012,MLPClassifier,,,,,,,identity,"(75, 45)",invscaling,500000.0,sgd
0.8068459033966064,0.0,0.0121941566467285,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6785714285714286,0.6785714285714286,0.0,5542,0.6206896551724138,0.6206896551724138,0.0,5562,0.4418604651162791,0.4418604651162791,0.0,6097,0.5352112676056338,0.5352112676056338,0.0,6065,MLPClassifier,,,,,,,identity,"(100, 40, 60)",invscaling,500000.0,sgd
0.2746891975402832,0.0,0.0097427368164062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.6206896551724138,0.6206896551724138,0.0,5562,0.4186046511627907,0.4186046511627907,0.0,6108,0.5217391304347826,0.5217391304347826,0.0,6081,MLPClassifier,,,,,,,identity,"(20, 80, 60)",invscaling,500000.0,sgd
0.08255314826965332,0.0,0.0081772804260253,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.6206896551724138,0.6206896551724138,0.0,5562,0.3953488372093023,0.3953488372093023,0.0,6116,0.5074626865671642,0.5074626865671642,0.0,6093,MLPClassifier,,,,,,,tanh,90,invscaling,500000.0,sgd
0.424314022064209,0.0,0.009944200515747,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5584415584415584,0.5584415584415584,0.0,5723,0.6091954022988506,0.6091954022988506,0.0,5579,1.0,1.0,0.0,1,0.7166666666666666,0.7166666666666666,0.0,5070,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",invscaling,500000.0,sgd
0.19768500328063965,0.0,0.0088677406311035,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5671641791044776,0.5671641791044776,0.0,5705,0.6091954022988506,0.6091954022988506,0.0,5579,0.8837209302325582,0.8837209302325582,0.0,3367,0.6909090909090908,0.6909090909090908,0.0,5438,MLPClassifier,,,,,,,identity,"(75, 75)",invscaling,500000.0,sgd
0.8224849700927734,0.0,0.0109519958496093,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5737704918032787,0.5737704918032787,0.0,5692,0.6091954022988506,0.6091954022988506,0.0,5579,0.813953488372093,0.813953488372093,0.0,3937,0.673076923076923,0.673076923076923,0.0,5524,MLPClassifier,,,,,,,identity,"(80, 40, 80)",invscaling,500000.0,sgd
0.045604705810546875,0.0,0.01182222366333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5737704918032787,0.5737704918032787,0.0,5692,0.6091954022988506,0.6091954022988506,0.0,5579,0.813953488372093,0.813953488372093,0.0,3937,0.673076923076923,0.673076923076923,0.0,5524,MLPClassifier,,,,,,,relu,50,invscaling,500000.0,sgd
0.745711088180542,0.0,0.0139310359954833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5789473684210527,0.5789473684210527,0.0,5681,0.6091954022988506,0.6091954022988506,0.0,5579,0.7674418604651163,0.7674418604651163,0.0,5116,0.66,0.66,0.0,5811,MLPClassifier,,,,,,,identity,"(60, 80, 40)",invscaling,500000.0,sgd
0.05455899238586426,0.0,0.0109238624572753,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5789473684210527,0.5789473684210527,0.0,5681,0.6091954022988506,0.6091954022988506,0.0,5579,0.7674418604651163,0.7674418604651163,0.0,5116,0.66,0.66,0.0,5811,MLPClassifier,,,,,,,logistic,"(30, 60)",constant,500000.0,sgd
0.13492703437805176,0.0,0.0090649127960205,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5918367346938775,0.5918367346938775,0.0,5660,0.6091954022988506,0.6091954022988506,0.0,5579,0.6744186046511628,0.6744186046511628,0.0,5890,0.6304347826086958,0.6304347826086958,0.0,5903,MLPClassifier,,,,,,,relu,"(90, 60)",invscaling,500000.0,sgd
1.487.865.924.835.200,0.0,0.0110371112823486,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.6091954022988506,0.6091954022988506,0.0,5579,0.627906976744186,0.627906976744186,0.0,5984,0.6136363636363636,0.6136363636363636,0.0,5945,MLPClassifier,,,,,,,identity,"(100, 60, 20)",invscaling,500000.0,sgd
0.6180109977722168,0.0,0.0128722190856933,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6046511627906976,0.6046511627906976,0.0,5645,0.6091954022988506,0.6091954022988506,0.0,5579,0.6046511627906976,0.6046511627906976,0.0,6006,0.6046511627906976,0.6046511627906976,0.0,5965,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",invscaling,500000.0,sgd
0.0745081901550293,0.0,0.0078418254852294,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6216216216216216,0.6216216216216216,0.0,5629,0.6091954022988506,0.6091954022988506,0.0,5579,0.5348837209302325,0.5348837209302325,0.0,6048,0.575,0.575,0.0,6011,MLPClassifier,,,,,,,tanh,55,invscaling,500000.0,sgd
0.9253549575805664,0.0,0.0106477737426757,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6285714285714286,0.6285714285714286,0.0,5622,0.6091954022988506,0.6091954022988506,0.0,5579,0.5116279069767442,0.5116279069767442,0.0,6058,0.5641025641025641,0.5641025641025641,0.0,6023,MLPClassifier,,,,,,,identity,"(100, 20, 20)",invscaling,500000.0,sgd
0.4327890872955322,0.0,0.0092940330505371,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6551724137931034,0.6551724137931034,0.0,5597,0.6091954022988506,0.6091954022988506,0.0,5579,0.4418604651162791,0.4418604651162791,0.0,6097,0.5277777777777777,0.5277777777777777,0.0,6077,MLPClassifier,,,,,,,logistic,"(75, 60)",adaptive,500000.0,sgd
0.42646217346191406,0.0,0.0099170207977294,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6091954022988506,0.6091954022988506,0.0,5579,0.4186046511627907,0.4186046511627907,0.0,6108,0.5142857142857143,0.5142857142857143,0.0,6087,MLPClassifier,,,,,,,identity,"(60, 60, 100)",invscaling,500000.0,sgd
1.446.579.933.166.500,0.0,0.0124070644378662,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.68,0.68,0.0,5538,0.6091954022988506,0.6091954022988506,0.0,5579,0.3953488372093023,0.3953488372093023,0.0,6116,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,identity,"(40, 40, 100)",invscaling,500000.0,sgd
0.30855298042297363,0.0,0.0099730491638183,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.68,0.68,0.0,5538,0.6091954022988506,0.6091954022988506,0.0,5579,0.3953488372093023,0.3953488372093023,0.0,6116,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",invscaling,500000.0,sgd
0.23253703117370605,0.0,0.0158421993255615,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7647058823529411,0.7647058823529411,0.0,2637,0.6091954022988506,0.6091954022988506,0.0,5579,0.3023255813953488,0.3023255813953488,0.0,6167,0.4333333333333333,0.4333333333333333,0.0,6136,MLPClassifier,,,,,,,identity,"(20, 100, 40)",invscaling,500000.0,sgd
0.14107012748718262,0.0,0.0086221694946289,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7647058823529411,0.7647058823529411,0.0,2637,0.6091954022988506,0.6091954022988506,0.0,5579,0.3023255813953488,0.3023255813953488,0.0,6167,0.4333333333333333,0.4333333333333333,0.0,6136,MLPClassifier,,,,,,,tanh,95,invscaling,500000.0,sgd
0.07285380363464355,0.0,0.0075712203979492,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7647058823529411,0.7647058823529411,0.0,2637,0.6091954022988506,0.6091954022988506,0.0,5579,0.3023255813953488,0.3023255813953488,0.0,6167,0.4333333333333333,0.4333333333333333,0.0,6136,MLPClassifier,,,,,,,relu,"(30, 30)",invscaling,500000.0,sgd
0.09484004974365234,0.0,0.0093588829040527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8461538461538461,0.8461538461538461,0.0,56,0.6091954022988506,0.6091954022988506,0.0,5579,0.2558139534883721,0.2558139534883721,0.0,6186,0.3928571428571428,0.3928571428571428,0.0,6169,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",invscaling,500000.0,sgd
0.07856988906860352,0.0,0.0075938701629638,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8461538461538461,0.8461538461538461,0.0,56,0.6091954022988506,0.6091954022988506,0.0,5579,0.2558139534883721,0.2558139534883721,0.0,6186,0.3928571428571428,0.3928571428571428,0.0,6169,MLPClassifier,,,,,,,relu,25,invscaling,500000.0,sgd
0.19482803344726562,0.0,0.0095107555389404,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.6091954022988506,0.6091954022988506,0.0,5579,0.2093023255813953,0.2093023255813953,0.0,6198,0.3461538461538462,0.3461538461538462,0.0,6186,MLPClassifier,,,,,,,relu,"(60, 80, 100)",invscaling,500000.0,sgd
0.6836459636688232,0.0,0.0118420124053955,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5512820512820513,0.5512820512820513,0.0,5737,0.5977011494252874,0.5977011494252874,0.0,5600,1.0,1.0,0.0,1,0.7107438016528926,0.7107438016528926,0.0,5174,MLPClassifier,,,,,,,identity,"(90, 75)",invscaling,500000.0,sgd
1.381.580.114.364.620,0.0,0.0149328708648681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5512820512820513,0.5512820512820513,0.0,5737,0.5977011494252874,0.5977011494252874,0.0,5600,1.0,1.0,0.0,1,0.7107438016528926,0.7107438016528926,0.0,5174,MLPClassifier,,,,,,,identity,"(60, 100, 60)",invscaling,500000.0,sgd
0.060981035232543945,0.0,0.0134799480438232,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5526315789473685,0.5526315789473685,0.0,5735,0.5977011494252874,0.5977011494252874,0.0,5600,0.9767441860465116,0.9767441860465116,0.0,1284,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,"(60, 45)",invscaling,500000.0,sgd
0.6667468547821045,0.0,0.0100111961364746,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5540540540540541,0.5540540540540541,0.0,5733,0.5977011494252874,0.5977011494252874,0.0,5600,0.9534883720930232,0.9534883720930232,0.0,2739,0.7008547008547009,0.7008547008547009,0.0,5339,MLPClassifier,,,,,,,identity,"(60, 30)",invscaling,500000.0,sgd
0.0806112289428711,0.0,0.0077979564666748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5977011494252874,0.5977011494252874,0.0,5600,0.9302325581395348,0.9302325581395348,0.0,3215,0.6956521739130435,0.6956521739130435,0.0,5433,MLPClassifier,,,,,,,tanh,"(30, 30)",invscaling,500000.0,sgd
0.28046703338623047,0.0,0.0090219974517822,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5588235294117647,0.5588235294117647,0.0,5722,0.5977011494252874,0.5977011494252874,0.0,5600,0.8837209302325582,0.8837209302325582,0.0,3367,0.6846846846846847,0.6846846846846847,0.0,5477,MLPClassifier,,,,,,,logistic,"(30, 60)",adaptive,500000.0,sgd
15.129.740.238.189.600,0.0,0.0127527713775634,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5606060606060606,0.5606060606060606,0.0,5717,0.5977011494252874,0.5977011494252874,0.0,5600,0.8604651162790697,0.8604651162790697,0.0,3618,0.6788990825688073,0.6788990825688073,0.0,5498,MLPClassifier,,,,,,,identity,"(80, 80, 60)",invscaling,500000.0,sgd
0.6049120426177979,0.0,0.0165789127349853,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5666666666666667,0.5666666666666667,0.0,5706,0.5977011494252874,0.5977011494252874,0.0,5600,0.7906976744186046,0.7906976744186046,0.0,4827,0.6601941747572816,0.6601941747572816,0.0,5810,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",invscaling,500000.0,sgd
0.31117796897888184,0.0,0.0104260444641113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5977011494252874,0.5977011494252874,0.0,5600,0.7441860465116279,0.7441860465116279,0.0,5303,0.6464646464646464,0.6464646464646464,0.0,5850,MLPClassifier,,,,,,,identity,"(100, 60, 80)",invscaling,500000.0,sgd
0.1078341007232666,0.0,0.0080490112304687,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5769230769230769,0.5769230769230769,0.0,5685,0.5977011494252874,0.5977011494252874,0.0,5600,0.6976744186046512,0.6976744186046512,0.0,5651,0.631578947368421,0.631578947368421,0.0,5901,MLPClassifier,,,,,,,tanh,80,invscaling,500000.0,sgd
0.09440302848815918,0.0,0.0092508792877197,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5769230769230769,0.5769230769230769,0.0,5685,0.5977011494252874,0.5977011494252874,0.0,5600,0.6976744186046512,0.6976744186046512,0.0,5651,0.631578947368421,0.631578947368421,0.0,5901,MLPClassifier,,,,,,,tanh,"(45, 45)",invscaling,500000.0,sgd
0.048786163330078125,0.0,0.0095620155334472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.58,0.58,0.0,5678,0.5977011494252874,0.5977011494252874,0.0,5600,0.6744186046511628,0.6744186046511628,0.0,5890,0.6236559139784946,0.6236559139784946,0.0,5923,MLPClassifier,,,,,,,identity,15,invscaling,500000.0,sgd
0.622870922088623,0.0,0.0091230869293212,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.58,0.58,0.0,5678,0.5977011494252874,0.5977011494252874,0.0,5600,0.6744186046511628,0.6744186046511628,0.0,5890,0.6236559139784946,0.6236559139784946,0.0,5923,MLPClassifier,,,,,,,identity,"(90, 60)",invscaling,500000.0,sgd
0.6756711006164551,0.0,0.0084221363067626,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.58,0.58,0.0,5678,0.5977011494252874,0.5977011494252874,0.0,5600,0.6744186046511628,0.6744186046511628,0.0,5890,0.6236559139784946,0.6236559139784946,0.0,5923,MLPClassifier,,,,,,,identity,"(20, 40, 40)",invscaling,500000.0,sgd
0.21788811683654785,0.0,0.0102190971374511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5869565217391305,0.5869565217391305,0.0,5665,0.5977011494252874,0.5977011494252874,0.0,5600,0.627906976744186,0.627906976744186,0.0,5984,0.6067415730337078,0.6067415730337078,0.0,5962,MLPClassifier,,,,,,,tanh,"(90, 30)",invscaling,500000.0,sgd
1.109.325.885.772.700,0.0,0.0158350467681884,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5977011494252874,0.5977011494252874,0.0,5600,0.5581395348837209,0.5581395348837209,0.0,6034,0.5783132530120482,0.5783132530120482,0.0,6007,MLPClassifier,,,,,,,identity,"(40, 100, 80)",invscaling,500000.0,sgd
12.672.901.153.564.400,0.0,0.0093739032745361,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6052631578947368,0.6052631578947368,0.0,5644,0.5977011494252874,0.5977011494252874,0.0,5600,0.5348837209302325,0.5348837209302325,0.0,6048,0.5679012345679012,0.5679012345679012,0.0,6019,MLPClassifier,,,,,,,identity,"(40, 60, 100)",invscaling,500000.0,sgd
0.13062405586242676,0.0,0.009037971496582,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.625,0.625,0.0,5626,0.5977011494252874,0.5977011494252874,0.0,5600,0.4651162790697674,0.4651162790697674,0.0,6083,0.5333333333333334,0.5333333333333334,0.0,6066,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",constant,500000.0,sgd
0.08666586875915527,0.0,0.0086619853973388,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.625,0.625,0.0,5626,0.5977011494252874,0.5977011494252874,0.0,5600,0.4651162790697674,0.4651162790697674,0.0,6083,0.5333333333333334,0.5333333333333334,0.0,6066,MLPClassifier,,,,,,,relu,55,invscaling,500000.0,sgd
0.33042407035827637,0.0,0.0087697505950927,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6333333333333333,0.6333333333333333,0.0,5615,0.5977011494252874,0.5977011494252874,0.0,5600,0.4418604651162791,0.4418604651162791,0.0,6097,0.5205479452054794,0.5205479452054794,0.0,6082,MLPClassifier,,,,,,,tanh,"(30, 90)",invscaling,500000.0,sgd
0.08811497688293457,0.0,0.009070873260498,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.5977011494252874,0.5977011494252874,0.0,5600,0.3255813953488372,0.3255813953488372,0.0,6155,0.4444444444444445,0.4444444444444445,0.0,6128,MLPClassifier,,,,,,,relu,"(60, 40, 60)",invscaling,500000.0,sgd
0.10358405113220215,0.0,0.0077588558197021,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7222222222222222,0.7222222222222222,0.0,4712,0.5977011494252874,0.5977011494252874,0.0,5600,0.3023255813953488,0.3023255813953488,0.0,6167,0.4262295081967213,0.4262295081967213,0.0,6143,MLPClassifier,,,,,,,relu,70,invscaling,500000.0,sgd
18.461.241.722.106.900,0.0,0.0127608776092529,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5977011494252874,0.5977011494252874,0.0,5600,0.2790697674418604,0.2790697674418604,0.0,6176,0.4067796610169491,0.4067796610169491,0.0,6153,MLPClassifier,,,,,,,identity,"(100, 20, 60)",invscaling,500000.0,sgd
0.7440369129180908,0.0,0.0099401473999023,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5977011494252874,0.5977011494252874,0.0,5600,0.2790697674418604,0.2790697674418604,0.0,6176,0.4067796610169491,0.4067796610169491,0.0,6153,MLPClassifier,,,,,,,identity,"(100, 80, 20)",invscaling,500000.0,sgd
0.004266977310180664,0.0,0.0043339729309082,0.0,"{'gamma': 'scale', 'kernel': 'poly'}",0.8333333333333334,0.8333333333333334,0.0,1,0.5977011494252874,0.5977011494252874,0.0,8,0.2325581395348837,0.2325581395348837,0.0,8,0.3636363636363636,0.3636363636363636,0.0,8,SVC,scale,poly,,,,,,,,,
0.8032457828521729,0.0,0.0158069133758544,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.9,0.9,0.0,18,0.5977011494252874,0.5977011494252874,0.0,5600,0.2093023255813953,0.2093023255813953,0.0,6198,0.339622641509434,0.339622641509434,0.0,6190,MLPClassifier,,,,,,,identity,"(40, 40, 60)",invscaling,500000.0,sgd
0.7782552242279053,0.0,0.009131908416748,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.559322033898305,0.559322033898305,0.0,5720,0.5862068965517241,0.5862068965517241,0.0,5625,0.7674418604651163,0.7674418604651163,0.0,5116,0.6470588235294118,0.6470588235294118,0.0,5848,MLPClassifier,,,,,,,identity,"(20, 60, 20)",invscaling,500000.0,sgd
0.3541259765625,0.0,0.0125758647918701,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.559322033898305,0.559322033898305,0.0,5720,0.5862068965517241,0.5862068965517241,0.0,5625,0.7674418604651163,0.7674418604651163,0.0,5116,0.6470588235294118,0.6470588235294118,0.0,5848,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",invscaling,500000.0,sgd
12.890.548.706.054.600,0.0,0.014521837234497,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5614035087719298,0.5614035087719298,0.0,5715,0.5862068965517241,0.5862068965517241,0.0,5625,0.7441860465116279,0.7441860465116279,0.0,5303,0.6399999999999999,0.6399999999999999,0.0,5880,MLPClassifier,,,,,,,identity,"(20, 80, 80)",invscaling,500000.0,sgd
0.19131994247436523,0.0,0.0096180438995361,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5614035087719298,0.5614035087719298,0.0,5715,0.5862068965517241,0.5862068965517241,0.0,5625,0.7441860465116279,0.7441860465116279,0.0,5303,0.6399999999999999,0.6399999999999999,0.0,5880,MLPClassifier,,,,,,,identity,"(100, 20, 100)",invscaling,500000.0,sgd
0.7482070922851562,0.0,0.0097851753234863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5660377358490566,0.5660377358490566,0.0,5708,0.5862068965517241,0.5862068965517241,0.0,5625,0.6976744186046512,0.6976744186046512,0.0,5651,0.625,0.625,0.0,5920,MLPClassifier,,,,,,,identity,"(60, 15)",invscaling,500000.0,sgd
0.655238151550293,0.0,0.0104458332061767,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5660377358490566,0.5660377358490566,0.0,5708,0.5862068965517241,0.5862068965517241,0.0,5625,0.6976744186046512,0.6976744186046512,0.0,5651,0.625,0.625,0.0,5920,MLPClassifier,,,,,,,identity,"(20, 60, 100)",invscaling,500000.0,sgd
2.909.796.953.201.290,0.0,0.013481855392456,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5660377358490566,0.5660377358490566,0.0,5708,0.5862068965517241,0.5862068965517241,0.0,5625,0.6976744186046512,0.6976744186046512,0.0,5651,0.625,0.625,0.0,5920,MLPClassifier,,,,,,,identity,"(40, 20, 60)",invscaling,500000.0,sgd
10.944.969.654.083.200,0.0,0.0117888450622558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5862068965517241,0.5862068965517241,0.0,5625,0.6511627906976745,0.6511627906976745,0.0,5953,0.6086956521739131,0.6086956521739131,0.0,5958,MLPClassifier,,,,,,,identity,"(80, 100, 20)",invscaling,500000.0,sgd
1.875.840.187.072.750,0.0,0.0130960941314697,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.574468085106383,0.574468085106383,0.0,5690,0.5862068965517241,0.5862068965517241,0.0,5625,0.627906976744186,0.627906976744186,0.0,5984,0.6,0.6,0.0,5972,MLPClassifier,,,,,,,identity,"(60, 100, 80)",invscaling,500000.0,sgd
0.09407281875610352,0.0,0.0086498260498046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.574468085106383,0.574468085106383,0.0,5690,0.5862068965517241,0.5862068965517241,0.0,5625,0.627906976744186,0.627906976744186,0.0,5984,0.6,0.6,0.0,5972,MLPClassifier,,,,,,,relu,"(90, 45)",invscaling,500000.0,sgd
0.22124409675598145,0.0,0.0142519474029541,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5853658536585366,0.5853658536585366,0.0,5668,0.5862068965517241,0.5862068965517241,0.0,5625,0.5581395348837209,0.5581395348837209,0.0,6034,0.5714285714285714,0.5714285714285714,0.0,6013,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",invscaling,500000.0,sgd
0.3778848648071289,0.0,0.0101161003112792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5945945945945946,0.5945945945945946,0.0,5657,0.5862068965517241,0.5862068965517241,0.0,5625,0.5116279069767442,0.5116279069767442,0.0,6058,0.55,0.55,0.0,6048,MLPClassifier,,,,,,,identity,"(80, 20, 60)",invscaling,500000.0,sgd
0.0920870304107666,0.0,0.0107710361480712,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6206896551724138,0.6206896551724138,0.0,5630,0.5862068965517241,0.5862068965517241,0.0,5625,0.4186046511627907,0.4186046511627907,0.0,6108,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",invscaling,500000.0,sgd
0.08562088012695312,0.0,0.0076799392700195,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6206896551724138,0.6206896551724138,0.0,5630,0.5862068965517241,0.5862068965517241,0.0,5625,0.4186046511627907,0.4186046511627907,0.0,6108,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,relu,"(45, 30)",invscaling,500000.0,sgd
0.07753801345825195,0.0,0.0079798698425292,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6296296296296297,0.6296296296296297,0.0,5619,0.5862068965517241,0.5862068965517241,0.0,5625,0.3953488372093023,0.3953488372093023,0.0,6116,0.4857142857142857,0.4857142857142857,0.0,6108,MLPClassifier,,,,,,,relu,"(30, 90)",invscaling,500000.0,sgd
0.754572868347168,0.0,0.012679100036621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.64,0.64,0.0,5609,0.5862068965517241,0.5862068965517241,0.0,5625,0.3720930232558139,0.3720930232558139,0.0,6137,0.4705882352941177,0.4705882352941177,0.0,6118,MLPClassifier,,,,,,,identity,"(80, 100, 100)",invscaling,500000.0,sgd
0.47792792320251465,0.0,0.0094199180603027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6521739130434783,0.6521739130434783,0.0,5598,0.5862068965517241,0.5862068965517241,0.0,5625,0.3488372093023256,0.3488372093023256,0.0,6145,0.4545454545454546,0.4545454545454546,0.0,6124,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",invscaling,500000.0,sgd
0.6243929862976074,0.0,0.0092120170593261,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5862068965517241,0.5862068965517241,0.0,5625,0.3255813953488372,0.3255813953488372,0.0,6155,0.4375,0.4375,0.0,6132,MLPClassifier,,,,,,,identity,"(20, 60, 60)",invscaling,500000.0,sgd
0.15754079818725586,0.0,0.0149252414703369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.5862068965517241,0.5862068965517241,0.0,5625,0.2790697674418604,0.2790697674418604,0.0,6176,0.4,0.4,0.0,6158,MLPClassifier,,,,,,,logistic,"(75, 90)",constant,500000.0,sgd
0.1312859058380127,0.0,0.007991075515747,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.5862068965517241,0.5862068965517241,0.0,5625,0.2790697674418604,0.2790697674418604,0.0,6176,0.4,0.4,0.0,6158,MLPClassifier,,,,,,,tanh,"(15, 90)",invscaling,500000.0,sgd
0.20648479461669922,0.0,0.0086572170257568,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.5862068965517241,0.5862068965517241,0.0,5625,0.2558139534883721,0.2558139534883721,0.0,6186,0.3793103448275862,0.3793103448275862,0.0,6177,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",constant,500000.0,sgd
0.165924072265625,0.0,0.008721113204956,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8181818181818182,0.8181818181818182,0.0,539,0.5862068965517241,0.5862068965517241,0.0,5625,0.2093023255813953,0.2093023255813953,0.0,6198,0.3333333333333333,0.3333333333333333,0.0,6191,MLPClassifier,,,,,,,relu,"(60, 90)",invscaling,500000.0,sgd
0.23903703689575195,0.0,0.0118539333343505,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5394736842105263,0.5394736842105263,0.0,5746,0.5747126436781609,0.5747126436781609,0.0,5647,0.9534883720930232,0.9534883720930232,0.0,2739,0.6890756302521007,0.6890756302521007,0.0,5467,MLPClassifier,,,,,,,relu,"(60, 100, 80)",invscaling,500000.0,sgd
0.5514488220214844,0.0,0.009078025817871,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5517241379310345,0.5517241379310345,0.0,5736,0.5747126436781609,0.5747126436781609,0.0,5647,0.7441860465116279,0.7441860465116279,0.0,5303,0.6336633663366337,0.6336633663366337,0.0,5897,MLPClassifier,,,,,,,identity,"(75, 15)",invscaling,500000.0,sgd
0.18384289741516113,0.0,0.0101282596588134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5535714285714286,0.5535714285714286,0.0,5734,0.5747126436781609,0.5747126436781609,0.0,5647,0.7209302325581395,0.7209302325581395,0.0,5439,0.6262626262626263,0.6262626262626263,0.0,5918,MLPClassifier,,,,,,,relu,"(100, 100, 100)",invscaling,500000.0,sgd
0.3289978504180908,0.0,0.0141770839691162,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5747126436781609,0.5747126436781609,0.0,5647,0.6976744186046512,0.6976744186046512,0.0,5651,0.6185567010309277,0.6185567010309277,0.0,5932,MLPClassifier,,,,,,,identity,55,invscaling,500000.0,sgd
0.8663029670715332,0.0,0.0125479698181152,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5576923076923077,0.5576923076923077,0.0,5724,0.5747126436781609,0.5747126436781609,0.0,5647,0.6744186046511628,0.6744186046511628,0.0,5890,0.6105263157894736,0.6105263157894736,0.0,5953,MLPClassifier,,,,,,,identity,"(90, 30)",invscaling,500000.0,sgd
0.44133710861206055,0.0,0.009657859802246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5576923076923077,0.5576923076923077,0.0,5724,0.5747126436781609,0.5747126436781609,0.0,5647,0.6744186046511628,0.6744186046511628,0.0,5890,0.6105263157894736,0.6105263157894736,0.0,5953,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",invscaling,500000.0,sgd
0.1405808925628662,0.0,0.0096497535705566,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.56,0.56,0.0,5718,0.5747126436781609,0.5747126436781609,0.0,5647,0.6511627906976745,0.6511627906976745,0.0,5953,0.6021505376344087,0.6021505376344087,0.0,5967,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",invscaling,500000.0,sgd
0.18455076217651367,0.0,0.0109901428222656,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5652173913043478,0.5652173913043478,0.0,5711,0.5747126436781609,0.5747126436781609,0.0,5647,0.6046511627906976,0.6046511627906976,0.0,6006,0.5842696629213482,0.5842696629213482,0.0,5997,MLPClassifier,,,,,,,identity,"(60, 40, 60)",invscaling,500000.0,sgd
0.4625871181488037,0.0,0.0087089538574218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5789473684210527,0.5789473684210527,0.0,5681,0.5747126436781609,0.5747126436781609,0.0,5647,0.5116279069767442,0.5116279069767442,0.0,6058,0.5432098765432098,0.5432098765432098,0.0,6058,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",invscaling,500000.0,sgd
1.567.009.687.423.700,0.0,0.0138251781463623,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5833333333333334,0.5833333333333334,0.0,5670,0.5747126436781609,0.5747126436781609,0.0,5647,0.4883720930232558,0.4883720930232558,0.0,6071,0.5316455696202531,0.5316455696202531,0.0,6071,MLPClassifier,,,,,,,identity,"(80, 20, 20)",invscaling,500000.0,sgd
0.22627496719360352,0.0,0.0090210437774658,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5833333333333334,0.5833333333333334,0.0,5670,0.5747126436781609,0.5747126436781609,0.0,5647,0.4883720930232558,0.4883720930232558,0.0,6071,0.5316455696202531,0.5316455696202531,0.0,6071,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",invscaling,500000.0,sgd
0.20432806015014648,0.0,0.012498140335083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6071428571428571,0.6071428571428571,0.0,5642,0.5747126436781609,0.5747126436781609,0.0,5647,0.3953488372093023,0.3953488372093023,0.0,6116,0.4788732394366197,0.4788732394366197,0.0,6114,MLPClassifier,,,,,,,identity,"(60, 60)",invscaling,500000.0,sgd
0.37724900245666504,0.0,0.0086441040039062,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6071428571428571,0.6071428571428571,0.0,5642,0.5747126436781609,0.5747126436781609,0.0,5647,0.3953488372093023,0.3953488372093023,0.0,6116,0.4788732394366197,0.4788732394366197,0.0,6114,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",invscaling,500000.0,sgd
0.20226097106933594,0.0,0.0086519718170166,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6363636363636364,0.6363636363636364,0.0,5614,0.5747126436781609,0.5747126436781609,0.0,5647,0.3255813953488372,0.3255813953488372,0.0,6155,0.4307692307692308,0.4307692307692308,0.0,6139,MLPClassifier,,,,,,,identity,60,invscaling,500000.0,sgd
13.161.470.890.045.100,0.0,0.0095748901367187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.65,0.65,0.0,5599,0.5747126436781609,0.5747126436781609,0.0,5647,0.3023255813953488,0.3023255813953488,0.0,6167,0.4126984126984127,0.4126984126984127,0.0,6148,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",invscaling,500000.0,sgd
11.656.060.218.811.000,0.0,0.0097098350524902,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5747126436781609,0.5747126436781609,0.0,5647,0.2790697674418604,0.2790697674418604,0.0,6176,0.3934426229508197,0.3934426229508197,0.0,6167,MLPClassifier,,,,,,,identity,"(45, 15)",invscaling,500000.0,sgd
0.8912498950958252,0.0,0.0100941658020019,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5747126436781609,0.5747126436781609,0.0,5647,0.2790697674418604,0.2790697674418604,0.0,6176,0.3934426229508197,0.3934426229508197,0.0,6167,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",invscaling,500000.0,sgd
100.600.004.196.167,0.0,0.0084691047668457,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5747126436781609,0.5747126436781609,0.0,5647,0.2093023255813953,0.2093023255813953,0.0,6198,0.3272727272727272,0.3272727272727272,0.0,6194,MLPClassifier,,,,,,,identity,"(30, 15)",invscaling,500000.0,sgd
0.2864651679992676,0.0,0.0105898380279541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8,0.8,0.0,1178,0.5747126436781609,0.5747126436781609,0.0,5647,0.1860465116279069,0.1860465116279069,0.0,6213,0.3018867924528302,0.3018867924528302,0.0,6205,MLPClassifier,,,,,,,logistic,"(15, 75)",adaptive,500000.0,sgd
0.11255812644958496,0.0,0.008599042892456,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8,0.8,0.0,1178,0.5747126436781609,0.5747126436781609,0.0,5647,0.1860465116279069,0.1860465116279069,0.0,6213,0.3018867924528302,0.3018867924528302,0.0,6205,MLPClassifier,,,,,,,relu,"(40, 40, 40)",invscaling,500000.0,sgd
0.9422039985656738,0.0,0.00968599319458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5308641975308642,0.5308641975308642,0.0,5764,0.5632183908045977,0.5632183908045977,0.0,5667,1.0,1.0,0.0,1,0.6935483870967741,0.6935483870967741,0.0,5435,MLPClassifier,,,,,,,identity,"(60, 60, 60)",invscaling,500000.0,sgd
0.3827400207519531,0.0,0.0092630386352539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5308641975308642,0.5308641975308642,0.0,5764,0.5632183908045977,0.5632183908045977,0.0,5667,1.0,1.0,0.0,1,0.6935483870967741,0.6935483870967741,0.0,5435,MLPClassifier,,,,,,,logistic,"(60, 60)",adaptive,500000.0,sgd
0.1867210865020752,0.0,0.0114490985870361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5308641975308642,0.5308641975308642,0.0,5764,0.5632183908045977,0.5632183908045977,0.0,5667,1.0,1.0,0.0,1,0.6935483870967741,0.6935483870967741,0.0,5435,MLPClassifier,,,,,,,logistic,"(90, 60)",constant,500000.0,sgd
0.4292309284210205,0.0,0.0116910934448242,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5384615384615384,0.5384615384615384,0.0,5747,0.5632183908045977,0.5632183908045977,0.0,5667,0.813953488372093,0.813953488372093,0.0,3937,0.6481481481481481,0.6481481481481481,0.0,5845,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",invscaling,500000.0,sgd
0.9247128963470459,0.0,0.0101749897003173,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5384615384615384,0.5384615384615384,0.0,5747,0.5632183908045977,0.5632183908045977,0.0,5667,0.813953488372093,0.813953488372093,0.0,3937,0.6481481481481481,0.6481481481481481,0.0,5845,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",invscaling,500000.0,sgd
0.7080228328704834,0.0,0.0147440433502197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.543859649122807,0.543859649122807,0.0,5744,0.5632183908045977,0.5632183908045977,0.0,5667,0.7209302325581395,0.7209302325581395,0.0,5439,0.6200000000000001,0.6200000000000001,0.0,5931,MLPClassifier,,,,,,,identity,"(75, 30)",invscaling,500000.0,sgd
0.6287529468536377,0.0,0.0096750259399414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5490196078431373,0.5490196078431373,0.0,5739,0.5632183908045977,0.5632183908045977,0.0,5667,0.6511627906976745,0.6511627906976745,0.0,5953,0.5957446808510639,0.5957446808510639,0.0,5980,MLPClassifier,,,,,,,identity,"(45, 30)",invscaling,500000.0,sgd
0.7996811866760254,0.0,0.0107438564300537,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5490196078431373,0.5490196078431373,0.0,5739,0.5632183908045977,0.5632183908045977,0.0,5667,0.6511627906976745,0.6511627906976745,0.0,5953,0.5957446808510639,0.5957446808510639,0.0,5980,MLPClassifier,,,,,,,identity,"(80, 80, 20)",invscaling,500000.0,sgd
0.5747148990631104,0.0,0.0094330310821533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5632183908045977,0.5632183908045977,0.0,5667,0.5813953488372093,0.5813953488372093,0.0,6016,0.5681818181818183,0.5681818181818183,0.0,6018,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",invscaling,500000.0,sgd
12.161.929.607.391.300,0.0,0.0169179439544677,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5632183908045977,0.5632183908045977,0.0,5667,0.4651162790697674,0.4651162790697674,0.0,6083,0.5128205128205128,0.5128205128205128,0.0,6088,MLPClassifier,,,,,,,identity,"(20, 100, 80)",invscaling,500000.0,sgd
0.11342310905456543,0.0,0.009211778640747,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5632183908045977,0.5632183908045977,0.0,5667,0.4651162790697674,0.4651162790697674,0.0,6083,0.5128205128205128,0.5128205128205128,0.0,6088,MLPClassifier,,,,,,,relu,"(60, 40, 80)",invscaling,500000.0,sgd
16.477.298.736.572.200,0.0,0.0126762390136718,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5757575757575758,0.5757575757575758,0.0,5687,0.5632183908045977,0.5632183908045977,0.0,5667,0.4418604651162791,0.4418604651162791,0.0,6097,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,identity,"(60, 80, 60)",invscaling,500000.0,sgd
0.802454948425293,0.0,0.0094599723815917,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5806451612903226,0.5806451612903226,0.0,5675,0.5632183908045977,0.5632183908045977,0.0,5667,0.4186046511627907,0.4186046511627907,0.0,6108,0.4864864864864865,0.4864864864864865,0.0,6107,MLPClassifier,,,,,,,identity,"(40, 20, 40)",invscaling,500000.0,sgd
1.026.242.733.001.700,0.0,0.0099081993103027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5862068965517241,0.5862068965517241,0.0,5666,0.5632183908045977,0.5632183908045977,0.0,5667,0.3953488372093023,0.3953488372093023,0.0,6116,0.4722222222222222,0.4722222222222222,0.0,6117,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",invscaling,500000.0,sgd
0.3260619640350342,0.0,0.0092260837554931,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5925925925925926,0.5925925925925926,0.0,5659,0.5632183908045977,0.5632183908045977,0.0,5667,0.3720930232558139,0.3720930232558139,0.0,6137,0.4571428571428571,0.4571428571428571,0.0,6123,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",invscaling,500000.0,sgd
0.20238184928894043,0.0,0.0122570991516113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5632183908045977,0.5632183908045977,0.0,5667,0.3488372093023256,0.3488372093023256,0.0,6145,0.4411764705882353,0.4411764705882353,0.0,6130,MLPClassifier,,,,,,,identity,"(100, 20, 40)",invscaling,500000.0,sgd
2.963.792.085.647.580,0.0,0.0108239650726318,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5632183908045977,0.5632183908045977,0.0,5667,0.3488372093023256,0.3488372093023256,0.0,6145,0.4411764705882353,0.4411764705882353,0.0,6130,MLPClassifier,,,,,,,identity,"(100, 100, 20)",invscaling,500000.0,sgd
0.13025784492492676,0.0,0.0082402229309082,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6086956521739131,0.6086956521739131,0.0,5640,0.5632183908045977,0.5632183908045977,0.0,5667,0.3255813953488372,0.3255813953488372,0.0,6155,0.4242424242424242,0.4242424242424242,0.0,6145,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",invscaling,500000.0,sgd
0.2559809684753418,0.0,0.0105600357055664,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6190476190476191,0.6190476190476191,0.0,5632,0.5632183908045977,0.5632183908045977,0.0,5667,0.3023255813953488,0.3023255813953488,0.0,6167,0.40625,0.40625,0.0,6155,MLPClassifier,,,,,,,identity,"(45, 90)",invscaling,500000.0,sgd
0.15796875953674316,0.0,0.0096142292022705,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6470588235294118,0.6470588235294118,0.0,5600,0.5632183908045977,0.5632183908045977,0.0,5667,0.2558139534883721,0.2558139534883721,0.0,6186,0.3666666666666667,0.3666666666666667,0.0,6180,MLPClassifier,,,,,,,relu,"(100, 60, 60)",invscaling,500000.0,sgd
0.8746480941772461,0.0,0.0122361183166503,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5632183908045977,0.5632183908045977,0.0,5667,0.2325581395348837,0.2325581395348837,0.0,6194,0.3448275862068966,0.3448275862068966,0.0,6188,MLPClassifier,,,,,,,identity,"(40, 60, 60)",invscaling,500000.0,sgd
0.3884928226470947,0.0,0.0097019672393798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.5632183908045977,0.5632183908045977,0.0,5667,0.2093023255813953,0.2093023255813953,0.0,6198,0.3214285714285714,0.3214285714285714,0.0,6196,MLPClassifier,,,,,,,identity,"(40, 20, 100)",invscaling,500000.0,sgd
0.18205904960632324,0.0,0.0090329647064208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8571428571428571,0.8571428571428571,0.0,29,0.5632183908045977,0.5632183908045977,0.0,5667,0.1395348837209302,0.1395348837209302,0.0,6227,0.24,0.24,0.0,6225,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",invscaling,500000.0,sgd
0.9715681076049805,0.0,0.0162250995635986,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5632183908045977,0.5632183908045977,0.0,5667,0.1162790697674418,0.1162790697674418,0.0,6235,0.2083333333333333,0.2083333333333333,0.0,6232,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",invscaling,500000.0,sgd
0.658160924911499,0.0,0.0087029933929443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.524390243902439,0.524390243902439,0.0,5776,0.5517241379310345,0.5517241379310345,0.0,5691,1.0,1.0,0.0,1,0.6880000000000001,0.6880000000000001,0.0,5471,MLPClassifier,,,,,,,identity,"(40, 40, 40)",invscaling,500000.0,sgd
0.8833961486816406,0.0,0.0217359066009521,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.524390243902439,0.524390243902439,0.0,5776,0.5517241379310345,0.5517241379310345,0.0,5691,1.0,1.0,0.0,1,0.6880000000000001,0.6880000000000001,0.0,5471,MLPClassifier,,,,,,,identity,"(80, 60, 80)",invscaling,500000.0,sgd
11.499.509.811.401.300,0.0,0.010430097579956,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.524390243902439,0.524390243902439,0.0,5776,0.5517241379310345,0.5517241379310345,0.0,5691,1.0,1.0,0.0,1,0.6880000000000001,0.6880000000000001,0.0,5471,MLPClassifier,,,,,,,identity,"(100, 100, 60)",invscaling,500000.0,sgd
0.5682971477508545,0.0,0.0142309665679931,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.524390243902439,0.524390243902439,0.0,5776,0.5517241379310345,0.5517241379310345,0.0,5691,1.0,1.0,0.0,1,0.6880000000000001,0.6880000000000001,0.0,5471,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",invscaling,500000.0,sgd
13.086.762.428.283.600,0.0,0.0107357501983642,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.525,0.525,0.0,5775,0.5517241379310345,0.5517241379310345,0.0,5691,0.9767441860465116,0.9767441860465116,0.0,1284,0.6829268292682928,0.6829268292682928,0.0,5478,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",adaptive,500000.0,sgd
0.5308711528778076,0.0,0.0128650665283203,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5263157894736842,0.5263157894736842,0.0,5771,0.5517241379310345,0.5517241379310345,0.0,5691,0.9302325581395348,0.9302325581395348,0.0,3215,0.6722689075630252,0.6722689075630252,0.0,5526,MLPClassifier,,,,,,,identity,"(30, 60)",invscaling,500000.0,sgd
0.048635244369506836,0.0,0.0090270042419433,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5263157894736842,0.5263157894736842,0.0,5771,0.5517241379310345,0.5517241379310345,0.0,5691,0.9302325581395348,0.9302325581395348,0.0,3215,0.6722689075630252,0.6722689075630252,0.0,5526,MLPClassifier,,,,,,,relu,20,invscaling,500000.0,sgd
0.06771516799926758,0.0,0.0081467628479003,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.527027027027027,0.527027027027027,0.0,5769,0.5517241379310345,0.5517241379310345,0.0,5691,0.9069767441860463,0.9069767441860463,0.0,3336,0.6666666666666665,0.6666666666666665,0.0,5564,MLPClassifier,,,,,,,tanh,"(30, 15)",invscaling,500000.0,sgd
0.05598092079162598,0.0,0.0077381134033203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.527027027027027,0.527027027027027,0.0,5769,0.5517241379310345,0.5517241379310345,0.0,5691,0.9069767441860463,0.9069767441860463,0.0,3336,0.6666666666666665,0.6666666666666665,0.0,5564,MLPClassifier,,,,,,,relu,75,invscaling,500000.0,sgd
0.0903770923614502,0.0,0.0089190006256103,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5303030303030303,0.5303030303030303,0.0,5767,0.5517241379310345,0.5517241379310345,0.0,5691,0.813953488372093,0.813953488372093,0.0,3937,0.6422018348623852,0.6422018348623852,0.0,5857,MLPClassifier,,,,,,,logistic,"(45, 60)",constant,500000.0,sgd
0.10542988777160645,0.0,0.008530855178833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5303030303030303,0.5303030303030303,0.0,5767,0.5517241379310345,0.5517241379310345,0.0,5691,0.813953488372093,0.813953488372093,0.0,3937,0.6422018348623852,0.6422018348623852,0.0,5857,MLPClassifier,,,,,,,relu,"(75, 30)",invscaling,500000.0,sgd
0.819666862487793,0.0,0.0116539001464843,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.53125,0.53125,0.0,5760,0.5517241379310345,0.5517241379310345,0.0,5691,0.7906976744186046,0.7906976744186046,0.0,4827,0.6355140186915887,0.6355140186915887,0.0,5887,MLPClassifier,,,,,,,identity,"(20, 80, 20)",invscaling,500000.0,sgd
2.819.110.870.361.320,0.0,0.0119020938873291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.53125,0.53125,0.0,5760,0.5517241379310345,0.5517241379310345,0.0,5691,0.7906976744186046,0.7906976744186046,0.0,4827,0.6355140186915887,0.6355140186915887,0.0,5887,MLPClassifier,,,,,,,identity,"(100, 80, 40)",invscaling,500000.0,sgd
0.26740384101867676,0.0,0.00850510597229,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.53125,0.53125,0.0,5760,0.5517241379310345,0.5517241379310345,0.0,5691,0.7906976744186046,0.7906976744186046,0.0,4827,0.6355140186915887,0.6355140186915887,0.0,5887,MLPClassifier,,,,,,,logistic,"(45, 60)",adaptive,500000.0,sgd
1.841.034.173.965.450,0.0,0.0121119022369384,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.532258064516129,0.532258064516129,0.0,5756,0.5517241379310345,0.5517241379310345,0.0,5691,0.7674418604651163,0.7674418604651163,0.0,5116,0.6285714285714286,0.6285714285714286,0.0,5912,MLPClassifier,,,,,,,identity,"(40, 100, 100)",invscaling,500000.0,sgd
0.8343751430511475,0.0,0.0099751949310302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.532258064516129,0.532258064516129,0.0,5756,0.5517241379310345,0.5517241379310345,0.0,5691,0.7674418604651163,0.7674418604651163,0.0,5116,0.6285714285714286,0.6285714285714286,0.0,5912,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",invscaling,500000.0,sgd
0.2382960319519043,0.0,0.0151488780975341,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5384615384615384,0.5384615384615384,0.0,5747,0.5517241379310345,0.5517241379310345,0.0,5691,0.6511627906976745,0.6511627906976745,0.0,5953,0.5894736842105263,0.5894736842105263,0.0,5993,MLPClassifier,,,,,,,identity,"(20, 20, 80)",invscaling,500000.0,sgd
0.6433250904083252,0.0,0.0085301399230957,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.54,0.54,0.0,5745,0.5517241379310345,0.5517241379310345,0.0,5691,0.627906976744186,0.627906976744186,0.0,5984,0.5806451612903226,0.5806451612903226,0.0,6002,MLPClassifier,,,,,,,identity,"(20, 20, 40)",invscaling,500000.0,sgd
0.7463910579681396,0.0,0.0085458755493164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5454545454545454,0.5454545454545454,0.0,5741,0.5517241379310345,0.5517241379310345,0.0,5691,0.5581395348837209,0.5581395348837209,0.0,6034,0.5517241379310344,0.5517241379310344,0.0,6044,MLPClassifier,,,,,,,identity,"(15, 30)",invscaling,500000.0,sgd
0.23811984062194824,0.0,0.0126891136169433,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5517241379310345,0.5517241379310345,0.0,5691,0.4651162790697674,0.4651162790697674,0.0,6083,0.5063291139240507,0.5063291139240507,0.0,6094,MLPClassifier,,,,,,,identity,90,invscaling,500000.0,sgd
0.10184597969055176,0.0,0.0077171325683593,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5625,0.5625,0.0,5713,0.5517241379310345,0.5517241379310345,0.0,5691,0.4186046511627907,0.4186046511627907,0.0,6108,0.48,0.48,0.0,6112,MLPClassifier,,,,,,,relu,"(45, 45)",invscaling,500000.0,sgd
0.3691577911376953,0.0,0.0085501670837402,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5666666666666667,0.5666666666666667,0.0,5706,0.5517241379310345,0.5517241379310345,0.0,5691,0.3953488372093023,0.3953488372093023,0.0,6116,0.4657534246575341,0.4657534246575341,0.0,6122,MLPClassifier,,,,,,,tanh,"(75, 30)",invscaling,500000.0,sgd
0.08829975128173828,0.0,0.0100042819976806,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5517241379310345,0.5517241379310345,0.0,5691,0.3720930232558139,0.3720930232558139,0.0,6137,0.4507042253521126,0.4507042253521126,0.0,6126,MLPClassifier,,,,,,,relu,"(75, 15)",invscaling,500000.0,sgd
25.015.032.291.412.300,0.0,0.0095608234405517,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5909090909090909,0.5909090909090909,0.0,5662,0.5517241379310345,0.5517241379310345,0.0,5691,0.3023255813953488,0.3023255813953488,0.0,6167,0.3999999999999999,0.3999999999999999,0.0,6163,MLPClassifier,,,,,,,identity,"(100, 40, 20)",invscaling,500000.0,sgd
0.3755838871002197,0.0,0.0094521045684814,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5517241379310345,0.5517241379310345,0.0,5691,0.2790697674418604,0.2790697674418604,0.0,6176,0.380952380952381,0.380952380952381,0.0,6175,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",invscaling,500000.0,sgd
0.23048090934753418,0.0,0.0087859630584716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6428571428571429,0.6428571428571429,0.0,5603,0.5517241379310345,0.5517241379310345,0.0,5691,0.2093023255813953,0.2093023255813953,0.0,6198,0.3157894736842105,0.3157894736842105,0.0,6199,MLPClassifier,,,,,,,tanh,"(90, 45)",invscaling,500000.0,sgd
0.49123692512512207,0.0,0.0100069046020507,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6428571428571429,0.6428571428571429,0.0,5603,0.5517241379310345,0.5517241379310345,0.0,5691,0.2093023255813953,0.2093023255813953,0.0,6198,0.3157894736842105,0.3157894736842105,0.0,6199,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",invscaling,500000.0,sgd
0.22286105155944824,0.0,0.008120059967041,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5517241379310345,0.5517241379310345,0.0,5691,0.1860465116279069,0.1860465116279069,0.0,6213,0.2909090909090909,0.2909090909090909,0.0,6208,MLPClassifier,,,,,,,tanh,"(30, 60)",invscaling,500000.0,sgd
2.180.406.093.597.410,0.0,0.0170469284057617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.5517241379310345,0.5517241379310345,0.0,5691,0.1627906976744186,0.1627906976744186,0.0,6222,0.2641509433962264,0.2641509433962264,0.0,6220,MLPClassifier,,,,,,,identity,"(40, 80, 100)",invscaling,500000.0,sgd
0.8757350444793701,0.0,0.0099458694458007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5517241379310345,0.5517241379310345,0.0,5691,0.1395348837209302,0.1395348837209302,0.0,6227,0.2352941176470588,0.2352941176470588,0.0,6226,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",invscaling,500000.0,sgd
0.08770489692687988,0.0,0.0089039802551269,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5517241379310345,0.5517241379310345,0.0,5691,0.1395348837209302,0.1395348837209302,0.0,6227,0.2352941176470588,0.2352941176470588,0.0,6226,MLPClassifier,,,,,,,relu,"(20, 80, 20)",invscaling,500000.0,sgd
0.12300276756286621,0.0,0.0093281269073486,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8333333333333334,0.8333333333333334,0.0,188,0.5517241379310345,0.5517241379310345,0.0,5691,0.1162790697674418,0.1162790697674418,0.0,6235,0.2040816326530612,0.2040816326530612,0.0,6233,MLPClassifier,,,,,,,relu,"(100, 60, 20)",invscaling,500000.0,sgd
0.19651103019714355,0.0,0.008624792098999,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5517241379310345,0.5517241379310345,0.0,5691,0.0930232558139534,0.0930232558139534,0.0,6241,0.1702127659574468,0.1702127659574468,0.0,6241,MLPClassifier,,,,,,,logistic,"(60, 30)",constant,500000.0,sgd
0.061533212661743164,0.0,0.0096609592437744,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5180722891566265,0.5180722891566265,0.0,5790,0.5402298850574713,0.5402298850574713,0.0,5724,1.0,1.0,0.0,1,0.6825396825396826,0.6825396825396826,0.0,5480,MLPClassifier,,,,,,,relu,90,invscaling,500000.0,sgd
15.223.276.615.142.800,0.0,0.0107922554016113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5189873417721519,0.5189873417721519,0.0,5787,0.5402298850574713,0.5402298850574713,0.0,5724,0.9534883720930232,0.9534883720930232,0.0,2739,0.6721311475409836,0.6721311475409836,0.0,5528,MLPClassifier,,,,,,,identity,"(60, 80, 20)",invscaling,500000.0,sgd
0.36441493034362793,0.0,0.0072901248931884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5189873417721519,0.5189873417721519,0.0,5787,0.5402298850574713,0.5402298850574713,0.0,5724,0.9534883720930232,0.9534883720930232,0.0,2739,0.6721311475409836,0.6721311475409836,0.0,5528,MLPClassifier,,,,,,,logistic,"(75, 45)",adaptive,500000.0,sgd
0.4687049388885498,0.0,0.0154330730438232,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5194805194805194,0.5194805194805194,0.0,5785,0.5402298850574713,0.5402298850574713,0.0,5724,0.9302325581395348,0.9302325581395348,0.0,3215,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",invscaling,500000.0,sgd
14.720.940.589.904.700,0.0,0.0093886852264404,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5205479452054794,0.5205479452054794,0.0,5783,0.5402298850574713,0.5402298850574713,0.0,5724,0.8837209302325582,0.8837209302325582,0.0,3367,0.6551724137931034,0.6551724137931034,0.0,5826,MLPClassifier,,,,,,,identity,"(20, 20, 60)",invscaling,500000.0,sgd
0.4065380096435547,0.0,0.0087578296661376,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5205479452054794,0.5205479452054794,0.0,5783,0.5402298850574713,0.5402298850574713,0.0,5724,0.8837209302325582,0.8837209302325582,0.0,3367,0.6551724137931034,0.6551724137931034,0.0,5826,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",invscaling,500000.0,sgd
0.6088659763336182,0.0,0.0091876983642578,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5211267605633803,0.5211267605633803,0.0,5781,0.5402298850574713,0.5402298850574713,0.0,5724,0.8604651162790697,0.8604651162790697,0.0,3618,0.6491228070175438,0.6491228070175438,0.0,5844,MLPClassifier,,,,,,,tanh,"(75, 75)",invscaling,500000.0,sgd
1.671.186.923.980.710,0.0,0.0124709606170654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5254237288135594,0.5254237288135594,0.0,5774,0.5402298850574713,0.5402298850574713,0.0,5724,0.7209302325581395,0.7209302325581395,0.0,5439,0.607843137254902,0.607843137254902,0.0,5961,MLPClassifier,,,,,,,identity,"(80, 60, 20)",invscaling,500000.0,sgd
0.49841880798339844,0.0,0.0093200206756591,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5263157894736842,0.5263157894736842,0.0,5771,0.5402298850574713,0.5402298850574713,0.0,5724,0.6976744186046512,0.6976744186046512,0.0,5651,0.6,0.6,0.0,5972,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",invscaling,500000.0,sgd
0.8126771450042725,0.0,0.0096278190612792,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5319148936170213,0.5319148936170213,0.0,5758,0.5402298850574713,0.5402298850574713,0.0,5724,0.5813953488372093,0.5813953488372093,0.0,6016,0.5555555555555555,0.5555555555555555,0.0,6039,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",invscaling,500000.0,sgd
0.04429197311401367,0.0,0.0071747303009033,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5319148936170213,0.5319148936170213,0.0,5758,0.5402298850574713,0.5402298850574713,0.0,5724,0.5813953488372093,0.5813953488372093,0.0,6016,0.5555555555555555,0.5555555555555555,0.0,6039,MLPClassifier,,,,,,,relu,35,invscaling,500000.0,sgd
0.6241369247436523,0.0,0.012437105178833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5333333333333333,0.5333333333333333,0.0,5752,0.5402298850574713,0.5402298850574713,0.0,5724,0.5581395348837209,0.5581395348837209,0.0,6034,0.5454545454545454,0.5454545454545454,0.0,6055,MLPClassifier,,,,,,,identity,"(60, 20, 80)",invscaling,500000.0,sgd
0.860670804977417,0.0,0.0105841159820556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5333333333333333,0.5333333333333333,0.0,5752,0.5402298850574713,0.5402298850574713,0.0,5724,0.5581395348837209,0.5581395348837209,0.0,6034,0.5454545454545454,0.5454545454545454,0.0,6055,MLPClassifier,,,,,,,identity,"(60, 40, 40)",invscaling,500000.0,sgd
21.740.529.537.200.900,0.0,0.0121147632598876,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5365853658536586,0.5365853658536586,0.0,5751,0.5402298850574713,0.5402298850574713,0.0,5724,0.5116279069767442,0.5116279069767442,0.0,6058,0.5238095238095238,0.5238095238095238,0.0,6079,MLPClassifier,,,,,,,identity,"(20, 100, 100)",invscaling,500000.0,sgd
0.0699610710144043,0.0,0.0075619220733642,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5402298850574713,0.5402298850574713,0.0,5724,0.3488372093023256,0.3488372093023256,0.0,6145,0.4285714285714286,0.4285714285714286,0.0,6141,MLPClassifier,,,,,,,tanh,"(15, 45)",invscaling,500000.0,sgd
0.7848629951477051,0.0,0.0106532573699951,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.56,0.56,0.0,5718,0.5402298850574713,0.5402298850574713,0.0,5724,0.3255813953488372,0.3255813953488372,0.0,6155,0.411764705882353,0.411764705882353,0.0,6149,MLPClassifier,,,,,,,identity,"(40, 80, 20)",invscaling,500000.0,sgd
0.30941176414489746,0.0,0.0103621482849121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5652173913043478,0.5652173913043478,0.0,5711,0.5402298850574713,0.5402298850574713,0.0,5724,0.3023255813953488,0.3023255813953488,0.0,6167,0.3939393939393938,0.3939393939393938,0.0,6166,MLPClassifier,,,,,,,relu,"(100, 100, 60)",invscaling,500000.0,sgd
0.16902995109558105,0.0,0.0116322040557861,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5789473684210527,0.5789473684210527,0.0,5681,0.5402298850574713,0.5402298850574713,0.0,5724,0.2558139534883721,0.2558139534883721,0.0,6186,0.3548387096774194,0.3548387096774194,0.0,6183,MLPClassifier,,,,,,,identity,70,invscaling,500000.0,sgd
0.944547176361084,0.0,0.0145330429077148,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5402298850574713,0.5402298850574713,0.0,5724,0.2093023255813953,0.2093023255813953,0.0,6198,0.3103448275862069,0.3103448275862069,0.0,6202,MLPClassifier,,,,,,,identity,"(80, 40, 20)",invscaling,500000.0,sgd
0.09642505645751953,0.0,0.0086951255798339,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5402298850574713,0.5402298850574713,0.0,5724,0.1395348837209302,0.1395348837209302,0.0,6227,0.2307692307692307,0.2307692307692307,0.0,6229,MLPClassifier,,,,,,,relu,"(20, 20, 20)",invscaling,500000.0,sgd
0.2140970230102539,0.0,0.0098659992218017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8,0.8,0.0,1178,0.5402298850574713,0.5402298850574713,0.0,5724,0.0930232558139534,0.0930232558139534,0.0,6241,0.1666666666666666,0.1666666666666666,0.0,6242,MLPClassifier,,,,,,,relu,"(100, 100, 20)",invscaling,500000.0,sgd
0.05279803276062012,0.0,0.0094730854034423,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5402298850574713,0.5402298850574713,0.0,5724,0.0697674418604651,0.0697674418604651,0.0,6251,0.1304347826086956,0.1304347826086956,0.0,6251,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",invscaling,500000.0,sgd
0.2953662872314453,0.0,0.0099966526031494,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5402298850574713,0.5402298850574713,0.0,5724,0.0697674418604651,0.0697674418604651,0.0,6251,0.1304347826086956,0.1304347826086956,0.0,6251,MLPClassifier,,,,,,,relu,"(80, 100, 40)",invscaling,500000.0,sgd
0.34927797317504883,0.0,0.0141260623931884,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5119047619047619,0.5119047619047619,0.0,5799,0.5287356321839081,0.5287356321839081,0.0,5747,1.0,1.0,0.0,1,0.6771653543307087,0.6771653543307087,0.0,5499,MLPClassifier,,,,,,,identity,"(90, 15)",invscaling,500000.0,sgd
0.2243518829345703,0.0,0.0083272457122802,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5119047619047619,0.5119047619047619,0.0,5799,0.5287356321839081,0.5287356321839081,0.0,5747,1.0,1.0,0.0,1,0.6771653543307087,0.6771653543307087,0.0,5499,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",invscaling,500000.0,sgd
0.15790891647338867,0.0,0.0098271369934082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5119047619047619,0.5119047619047619,0.0,5799,0.5287356321839081,0.5287356321839081,0.0,5747,1.0,1.0,0.0,1,0.6771653543307087,0.6771653543307087,0.0,5499,MLPClassifier,,,,,,,relu,"(80, 100, 60)",invscaling,500000.0,sgd
0.5069010257720947,0.0,0.0111558437347412,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5121951219512195,0.5121951219512195,0.0,5795,0.5287356321839081,0.5287356321839081,0.0,5747,0.9767441860465116,0.9767441860465116,0.0,1284,0.672,0.672,0.0,5530,MLPClassifier,,,,,,,logistic,"(90, 90)",adaptive,500000.0,sgd
0.2908151149749756,0.0,0.0094809532165527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5121951219512195,0.5121951219512195,0.0,5795,0.5287356321839081,0.5287356321839081,0.0,5747,0.9767441860465116,0.9767441860465116,0.0,1284,0.672,0.672,0.0,5530,MLPClassifier,,,,,,,tanh,"(60, 60)",invscaling,500000.0,sgd
0.11820006370544434,0.0,0.0101430416107177,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5121951219512195,0.5121951219512195,0.0,5795,0.5287356321839081,0.5287356321839081,0.0,5747,0.9767441860465116,0.9767441860465116,0.0,1284,0.672,0.672,0.0,5530,MLPClassifier,,,,,,,relu,"(60, 60, 40)",invscaling,500000.0,sgd
0.22152113914489746,0.0,0.0098917484283447,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5121951219512195,0.5121951219512195,0.0,5795,0.5287356321839081,0.5287356321839081,0.0,5747,0.9767441860465116,0.9767441860465116,0.0,1284,0.672,0.672,0.0,5530,MLPClassifier,,,,,,,relu,"(100, 80, 100)",invscaling,500000.0,sgd
0.2832529544830322,0.0,0.0096838474273681,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5142857142857142,0.5142857142857142,0.0,5794,0.5287356321839081,0.5287356321839081,0.0,5747,0.8372093023255814,0.8372093023255814,0.0,3657,0.6371681415929202,0.6371681415929202,0.0,5885,MLPClassifier,,,,,,,relu,"(60, 100, 100)",invscaling,500000.0,sgd
0.1936500072479248,0.0,0.0083880424499511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.515625,0.515625,0.0,5791,0.5287356321839081,0.5287356321839081,0.0,5747,0.7674418604651163,0.7674418604651163,0.0,5116,0.616822429906542,0.616822429906542,0.0,5938,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",invscaling,500000.0,sgd
0.11194109916687012,0.0,0.0079162120819091,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.515625,0.515625,0.0,5791,0.5287356321839081,0.5287356321839081,0.0,5747,0.7674418604651163,0.7674418604651163,0.0,5116,0.616822429906542,0.616822429906542,0.0,5938,MLPClassifier,,,,,,,relu,"(45, 60)",invscaling,500000.0,sgd
0.6253280639648438,0.0,0.0102269649505615,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5192307692307693,0.5192307692307693,0.0,5786,0.5287356321839081,0.5287356321839081,0.0,5747,0.627906976744186,0.627906976744186,0.0,5984,0.5684210526315789,0.5684210526315789,0.0,6017,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",invscaling,500000.0,sgd
0.19415807723999023,0.0,0.0108497142791748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5208333333333334,0.5208333333333334,0.0,5782,0.5287356321839081,0.5287356321839081,0.0,5747,0.5813953488372093,0.5813953488372093,0.0,6016,0.5494505494505495,0.5494505494505495,0.0,6049,MLPClassifier,,,,,,,relu,"(90, 90)",invscaling,500000.0,sgd
14.056.289.196.014.400,0.0,0.0097930431365966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5227272727272727,0.5227272727272727,0.0,5780,0.5287356321839081,0.5287356321839081,0.0,5747,0.5348837209302325,0.5348837209302325,0.0,6048,0.5287356321839081,0.5287356321839081,0.0,6075,MLPClassifier,,,,,,,identity,"(40, 100, 20)",invscaling,500000.0,sgd
15.552.372.932.434.000,0.0,0.0136928558349609,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.53125,0.53125,0.0,5760,0.5287356321839081,0.5287356321839081,0.0,5747,0.3953488372093023,0.3953488372093023,0.0,6116,0.4533333333333332,0.4533333333333332,0.0,6125,MLPClassifier,,,,,,,identity,"(60, 80, 80)",invscaling,500000.0,sgd
0.1555614471435547,0.0,0.0108065605163574,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5625,0.5625,0.0,5713,0.5287356321839081,0.5287356321839081,0.0,5747,0.2093023255813953,0.2093023255813953,0.0,6198,0.3050847457627118,0.3050847457627118,0.0,6204,MLPClassifier,,,,,,,identity,"(30, 45)",invscaling,500000.0,sgd
0.5470950603485107,0.0,0.0095331668853759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5287356321839081,0.5287356321839081,0.0,5747,0.1860465116279069,0.1860465116279069,0.0,6213,0.2807017543859649,0.2807017543859649,0.0,6214,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",adaptive,500000.0,sgd
0.08312821388244629,0.0,0.008570909500122,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5287356321839081,0.5287356321839081,0.0,5747,0.1860465116279069,0.1860465116279069,0.0,6213,0.2807017543859649,0.2807017543859649,0.0,6214,MLPClassifier,,,,,,,relu,"(40, 40, 60)",invscaling,500000.0,sgd
0.07572698593139648,0.0,0.0075359344482421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5833333333333334,0.5833333333333334,0.0,5670,0.5287356321839081,0.5287356321839081,0.0,5747,0.1627906976744186,0.1627906976744186,0.0,6222,0.2545454545454546,0.2545454545454546,0.0,6221,MLPClassifier,,,,,,,relu,"(15, 30)",invscaling,500000.0,sgd
0.616710901260376,0.0,0.0114202499389648,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5287356321839081,0.5287356321839081,0.0,5747,0.0930232558139534,0.0930232558139534,0.0,6241,0.1632653061224489,0.1632653061224489,0.0,6243,MLPClassifier,,,,,,,identity,"(45, 45)",invscaling,500000.0,sgd
0.16731905937194824,0.0,0.0091981887817382,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5287356321839081,0.5287356321839081,0.0,5747,0.0930232558139534,0.0930232558139534,0.0,6241,0.1632653061224489,0.1632653061224489,0.0,6243,MLPClassifier,,,,,,,relu,"(100, 40, 20)",invscaling,500000.0,sgd
0.17423677444458008,0.0,0.0100123882293701,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5287356321839081,0.5287356321839081,0.0,5747,0.0697674418604651,0.0697674418604651,0.0,6251,0.1276595744680851,0.1276595744680851,0.0,6253,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",constant,500000.0,sgd
0.77754807472229,0.0,0.015043020248413,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5287356321839081,0.5287356321839081,0.0,5747,0.0697674418604651,0.0697674418604651,0.0,6251,0.1276595744680851,0.1276595744680851,0.0,6253,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",adaptive,500000.0,sgd
0.18987607955932617,0.0,0.0094392299652099,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5287356321839081,0.5287356321839081,0.0,5747,0.0697674418604651,0.0697674418604651,0.0,6251,0.1276595744680851,0.1276595744680851,0.0,6253,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",invscaling,500000.0,sgd
0.0427401065826416,0.0,0.0095558166503906,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5287356321839081,0.5287356321839081,0.0,5747,0.0697674418604651,0.0697674418604651,0.0,6251,0.1276595744680851,0.1276595744680851,0.0,6253,MLPClassifier,,,,,,,relu,5,invscaling,500000.0,sgd
0.0947871208190918,0.0,0.0085320472717285,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5287356321839081,0.5287356321839081,0.0,5747,0.0697674418604651,0.0697674418604651,0.0,6251,0.1276595744680851,0.1276595744680851,0.0,6253,MLPClassifier,,,,,,,relu,10,invscaling,500000.0,sgd
0.033383846282958984,0.0,0.0090382099151611,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,logistic,5,invscaling,500000.0,sgd
0.035981178283691406,0.0,0.0093429088592529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,logistic,25,invscaling,500000.0,sgd
0.3527860641479492,0.0,0.0093851089477539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,logistic,"(90, 15)",constant,500000.0,sgd
0.14946603775024414,0.0,0.0109760761260986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,logistic,"(90, 30)",constant,500000.0,sgd
0.5187869071960449,0.0,0.0119361877441406,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",adaptive,500000.0,sgd
0.49548983573913574,0.0,0.0101621150970458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,tanh,"(75, 60)",invscaling,500000.0,sgd
0.13443994522094727,0.0,0.0124239921569824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,relu,"(30, 75)",invscaling,500000.0,sgd
0.20588898658752441,0.0,0.0095198154449462,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,relu,"(90, 15)",invscaling,500000.0,sgd
0.6621050834655762,0.0,0.011491060256958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,identity,"(100, 20, 80)",invscaling,500000.0,sgd
0.031115055084228516,0.0,0.0078518390655517,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,logistic,70,invscaling,500000.0,sgd
0.1310439109802246,0.0,0.0090959072113037,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,logistic,"(60, 90)",constant,500000.0,sgd
0.08749008178710938,0.0,0.0081410408020019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,relu,"(60, 75)",invscaling,500000.0,sgd
0.05170583724975586,0.0,0.007840871810913,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,relu,"(20, 20, 60)",invscaling,500000.0,sgd
0.13798999786376953,0.0,0.0114259719848632,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,relu,"(20, 100, 60)",invscaling,500000.0,sgd
0.07906627655029297,0.0,0.0131938457489013,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5060240963855421,0.5060240963855421,0.0,5811,0.5172413793103449,0.5172413793103449,0.0,5780,0.9767441860465116,0.9767441860465116,0.0,1284,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,logistic,"(90, 75)",constant,500000.0,sgd
0.37703394889831543,0.0,0.0112431049346923,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5061728395061729,0.5061728395061729,0.0,5810,0.5172413793103449,0.5172413793103449,0.0,5780,0.9534883720930232,0.9534883720930232,0.0,2739,0.6612903225806452,0.6612903225806452,0.0,5809,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",adaptive,500000.0,sgd
0.08590221405029297,0.0,0.0097439289093017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5064935064935064,0.5064935064935064,0.0,5809,0.5172413793103449,0.5172413793103449,0.0,5780,0.9069767441860463,0.9069767441860463,0.0,3336,0.6499999999999999,0.6499999999999999,0.0,5843,MLPClassifier,,,,,,,relu,"(80, 40, 40)",invscaling,500000.0,sgd
0.7307929992675781,0.0,0.0087029933929443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5066666666666667,0.5066666666666667,0.0,5808,0.5172413793103449,0.5172413793103449,0.0,5780,0.8837209302325582,0.8837209302325582,0.0,3367,0.6440677966101697,0.6440677966101697,0.0,5856,MLPClassifier,,,,,,,identity,"(80, 20, 100)",invscaling,500000.0,sgd
0.06324195861816406,0.0,0.0079166889190673,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5068493150684932,0.5068493150684932,0.0,5807,0.5172413793103449,0.5172413793103449,0.0,5780,0.8604651162790697,0.8604651162790697,0.0,3618,0.6379310344827587,0.6379310344827587,0.0,5884,MLPClassifier,,,,,,,relu,80,invscaling,500000.0,sgd
0.814443826675415,0.0,0.009660005569458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5076923076923077,0.5076923076923077,0.0,5806,0.5172413793103449,0.5172413793103449,0.0,5780,0.7674418604651163,0.7674418604651163,0.0,5116,0.611111111111111,0.611111111111111,0.0,5952,MLPClassifier,,,,,,,identity,"(20, 80, 40)",invscaling,500000.0,sgd
0.08576822280883789,0.0,0.0077948570251464,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5084745762711864,0.5084745762711864,0.0,5805,0.5172413793103449,0.5172413793103449,0.0,5780,0.6976744186046512,0.6976744186046512,0.0,5651,0.5882352941176471,0.5882352941176471,0.0,5994,MLPClassifier,,,,,,,relu,"(15, 75)",invscaling,500000.0,sgd
0.6968700885772705,0.0,0.0088300704956054,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5087719298245614,0.5087719298245614,0.0,5804,0.5172413793103449,0.5172413793103449,0.0,5780,0.6744186046511628,0.6744186046511628,0.0,5890,0.58,0.58,0.0,6003,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",invscaling,500000.0,sgd
0.20909595489501953,0.0,0.0083770751953125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5106382978723404,0.5106382978723404,0.0,5803,0.5172413793103449,0.5172413793103449,0.0,5780,0.5581395348837209,0.5581395348837209,0.0,6034,0.5333333333333333,0.5333333333333333,0.0,6068,MLPClassifier,,,,,,,relu,"(60, 60)",invscaling,500000.0,sgd
0.8776576519012451,0.0,0.0097491741180419,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5116279069767442,0.5116279069767442,0.0,5802,0.5172413793103449,0.5172413793103449,0.0,5780,0.5116279069767442,0.5116279069767442,0.0,6058,0.5116279069767442,0.5116279069767442,0.0,6090,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",invscaling,500000.0,sgd
0.09880900382995605,0.0,0.00785493850708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5151515151515151,0.5151515151515151,0.0,5793,0.5172413793103449,0.5172413793103449,0.0,5780,0.3953488372093023,0.3953488372093023,0.0,6116,0.4473684210526315,0.4473684210526315,0.0,6127,MLPClassifier,,,,,,,relu,95,invscaling,500000.0,sgd
0.20815300941467285,0.0,0.0104792118072509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5185185185185185,0.5185185185185185,0.0,5789,0.5172413793103449,0.5172413793103449,0.0,5780,0.3255813953488372,0.3255813953488372,0.0,6155,0.4,0.4,0.0,6158,MLPClassifier,,,,,,,relu,"(75, 90)",invscaling,500000.0,sgd
2.370.412.826.538.080,0.0,0.0102992057800292,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5333333333333333,0.5333333333333333,0.0,5752,0.5172413793103449,0.5172413793103449,0.0,5780,0.1860465116279069,0.1860465116279069,0.0,6213,0.2758620689655172,0.2758620689655172,0.0,6216,MLPClassifier,,,,,,,identity,"(40, 100, 60)",invscaling,500000.0,sgd
0.154036283493042,0.0,0.0093698501586914,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5333333333333333,0.5333333333333333,0.0,5752,0.5172413793103449,0.5172413793103449,0.0,5780,0.1860465116279069,0.1860465116279069,0.0,6213,0.2758620689655172,0.2758620689655172,0.0,6216,MLPClassifier,,,,,,,relu,"(80, 60, 100)",invscaling,500000.0,sgd
1.383.626.937.866.210,0.0,0.0140860080718994,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5384615384615384,0.5384615384615384,0.0,5747,0.5172413793103449,0.5172413793103449,0.0,5780,0.1627906976744186,0.1627906976744186,0.0,6222,0.25,0.25,0.0,6222,MLPClassifier,,,,,,,identity,"(80, 40, 60)",invscaling,500000.0,sgd
0.1254260540008545,0.0,0.0087301731109619,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5454545454545454,0.5454545454545454,0.0,5741,0.5172413793103449,0.5172413793103449,0.0,5780,0.1395348837209302,0.1395348837209302,0.0,6227,0.2222222222222221,0.2222222222222221,0.0,6230,MLPClassifier,,,,,,,relu,"(40, 60, 60)",invscaling,500000.0,sgd
0.2002730369567871,0.0,0.0096540451049804,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5454545454545454,0.5454545454545454,0.0,5741,0.5172413793103449,0.5172413793103449,0.0,5780,0.1395348837209302,0.1395348837209302,0.0,6227,0.2222222222222221,0.2222222222222221,0.0,6230,MLPClassifier,,,,,,,relu,"(80, 60, 40)",invscaling,500000.0,sgd
12.053.899.765.014.600,0.0,0.0098311901092529,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5172413793103449,0.5172413793103449,0.0,5780,0.1162790697674418,0.1162790697674418,0.0,6235,0.1923076923076923,0.1923076923076923,0.0,6236,MLPClassifier,,,,,,,identity,"(60, 40, 20)",invscaling,500000.0,sgd
0.2962040901184082,0.0,0.0083870887756347,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5172413793103449,0.5172413793103449,0.0,5780,0.1162790697674418,0.1162790697674418,0.0,6235,0.1923076923076923,0.1923076923076923,0.0,6236,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",invscaling,500000.0,sgd
0.28720617294311523,0.0,0.0102379322052001,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5172413793103449,0.5172413793103449,0.0,5780,0.0930232558139534,0.0930232558139534,0.0,6241,0.16,0.16,0.0,6245,MLPClassifier,,,,,,,relu,"(100, 80, 80)",invscaling,500000.0,sgd
0.10844993591308594,0.0,0.0081448554992675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5172413793103449,0.5172413793103449,0.0,5780,0.0697674418604651,0.0697674418604651,0.0,6251,0.125,0.125,0.0,6258,MLPClassifier,,,,,,,relu,45,invscaling,500000.0,sgd
0.14586710929870605,0.0,0.0085120201110839,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5172413793103449,0.5172413793103449,0.0,5780,0.0697674418604651,0.0697674418604651,0.0,6251,0.125,0.125,0.0,6258,MLPClassifier,,,,,,,relu,"(20, 60, 60)",invscaling,500000.0,sgd
0.2185049057006836,0.0,0.0101680755615234,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5172413793103449,0.5172413793103449,0.0,5780,0.0697674418604651,0.0697674418604651,0.0,6251,0.125,0.125,0.0,6258,MLPClassifier,,,,,,,relu,"(60, 80, 80)",invscaling,500000.0,sgd
1.147.665.023.803.710,0.0,0.0085508823394775,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5172413793103449,0.5172413793103449,0.0,5780,0.0465116279069767,0.0465116279069767,0.0,6266,0.0869565217391304,0.0869565217391304,0.0,6274,MLPClassifier,,,,,,,identity,"(40, 20, 80)",invscaling,500000.0,sgd
0.4360649585723877,0.0,0.0141100883483886,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5172413793103449,0.5172413793103449,0.0,5780,0.0465116279069767,0.0465116279069767,0.0,6266,0.0869565217391304,0.0869565217391304,0.0,6274,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",adaptive,500000.0,sgd
0.24289989471435547,0.0,0.0086750984191894,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5172413793103449,0.5172413793103449,0.0,5780,0.0465116279069767,0.0465116279069767,0.0,6266,0.0869565217391304,0.0869565217391304,0.0,6274,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",invscaling,500000.0,sgd
0.8717200756072998,0.0,0.0093710422515869,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5172413793103449,0.5172413793103449,0.0,5780,0.0465116279069767,0.0465116279069767,0.0,6266,0.0869565217391304,0.0869565217391304,0.0,6274,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",invscaling,500000.0,sgd
0.2313997745513916,0.0,0.0098350048065185,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5172413793103449,0.5172413793103449,0.0,5780,0.0465116279069767,0.0465116279069767,0.0,6266,0.0869565217391304,0.0869565217391304,0.0,6274,MLPClassifier,,,,,,,relu,"(80, 100, 20)",invscaling,500000.0,sgd
0.30739593505859375,0.0,0.0101289749145507,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5172413793103449,0.5172413793103449,0.0,5780,0.0232558139534883,0.0232558139534883,0.0,6284,0.0454545454545454,0.0454545454545454,0.0,6284,MLPClassifier,,,,,,,logistic,"(45, 15)",constant,500000.0,sgd
0.15958881378173828,0.0,0.0109941959381103,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5172413793103449,0.5172413793103449,0.0,5780,0.0232558139534883,0.0232558139534883,0.0,6284,0.0454545454545454,0.0454545454545454,0.0,6284,MLPClassifier,,,,,,,relu,"(60, 20, 80)",invscaling,500000.0,sgd
0.4374709129333496,0.0,0.0096802711486816,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5172413793103449,0.5172413793103449,0.0,5780,0.0232558139534883,0.0232558139534883,0.0,6284,0.0454545454545454,0.0454545454545454,0.0,6284,MLPClassifier,,,,,,,relu,"(80, 100, 100)",invscaling,500000.0,sgd
0.27172112464904785,0.0,0.0096440315246582,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5172413793103449,0.5172413793103449,0.0,5780,0.0232558139534883,0.0232558139534883,0.0,6284,0.0454545454545454,0.0454545454545454,0.0,6284,MLPClassifier,,,,,,,relu,"(100, 60, 100)",invscaling,500000.0,sgd
0.08344864845275879,0.0,0.0078082084655761,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,logistic,"(15, 45)",constant,500000.0,sgd
0.052926063537597656,0.0,0.0081279277801513,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,logistic,"(30, 75)",invscaling,500000.0,sgd
0.36919593811035156,0.0,0.0091211795806884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,logistic,"(60, 75)",adaptive,500000.0,sgd
0.19699597358703613,0.0,0.0086970329284667,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",constant,500000.0,sgd
0.1760251522064209,0.0,0.0081038475036621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",invscaling,500000.0,sgd
0.35559916496276855,0.0,0.0084040164947509,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",invscaling,500000.0,sgd
0.21004700660705566,0.0,0.0089180469512939,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",invscaling,500000.0,sgd
0.34615087509155273,0.0,0.0093083381652832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",invscaling,500000.0,sgd
0.12174010276794434,0.0,0.0076091289520263,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(15, 15)",invscaling,500000.0,sgd
0.08378481864929199,0.0,0.0084791183471679,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(60, 30)",invscaling,500000.0,sgd
0.11078405380249023,0.0,0.0083270072937011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(20, 80, 80)",invscaling,500000.0,sgd
0.23594093322753906,0.0,0.0133399963378906,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(40, 100, 60)",invscaling,500000.0,sgd
0.1381537914276123,0.0,0.0089170932769775,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(60, 40, 20)",invscaling,500000.0,sgd
0.1532762050628662,0.0,0.0098540782928466,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(60, 100, 40)",invscaling,500000.0,sgd
0.0843050479888916,0.0,0.0088782310485839,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(80, 20, 60)",invscaling,500000.0,sgd
0.18395519256591797,0.0,0.0097599029541015,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(100, 80, 60)",invscaling,500000.0,sgd
0.31375908851623535,0.0,0.0084619522094726,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.9534883720930232,0.9534883720930232,0.0,2739,0.656,0.656,0.0,5825,MLPClassifier,,,,,,,identity,"(15, 75)",invscaling,500000.0,sgd
0.1738588809967041,0.0,0.0070452690124511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.8837209302325582,0.8837209302325582,0.0,3367,0.6386554621848739,0.6386554621848739,0.0,5883,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",invscaling,500000.0,sgd
0.2392280101776123,0.0,0.0099039077758789,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.8604651162790697,0.8604651162790697,0.0,3618,0.6324786324786325,0.6324786324786325,0.0,5900,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",invscaling,500000.0,sgd
0.10327410697937012,0.0,0.0088109970092773,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.8372093023255814,0.8372093023255814,0.0,3657,0.6260869565217391,0.6260869565217391,0.0,5919,MLPClassifier,,,,,,,relu,"(40, 40, 20)",invscaling,500000.0,sgd
0.260195255279541,0.0,0.0091528892517089,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.7674418604651163,0.7674418604651163,0.0,5116,0.6055045871559633,0.6055045871559633,0.0,5963,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",invscaling,500000.0,sgd
0.2824251651763916,0.0,0.0096919536590576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.7441860465116279,0.7441860465116279,0.0,5303,0.5981308411214953,0.5981308411214953,0.0,5976,MLPClassifier,,,,,,,identity,35,invscaling,500000.0,sgd
14.591.522.216.796.800,0.0,0.0127339363098144,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.7441860465116279,0.7441860465116279,0.0,5303,0.5981308411214953,0.5981308411214953,0.0,5976,MLPClassifier,,,,,,,identity,"(60, 20, 60)",invscaling,500000.0,sgd
0.24548697471618652,0.0,0.0104222297668457,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.7209302325581395,0.7209302325581395,0.0,5439,0.5904761904761905,0.5904761904761905,0.0,5991,MLPClassifier,,,,,,,identity,"(30, 90)",invscaling,500000.0,sgd
0.8618419170379639,0.0,0.0089919567108154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.6976744186046512,0.6976744186046512,0.0,5651,0.5825242718446603,0.5825242718446603,0.0,5999,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",invscaling,500000.0,sgd
0.11560487747192383,0.0,0.0100469589233398,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.6046511627906976,0.6046511627906976,0.0,6006,0.5473684210526316,0.5473684210526316,0.0,6053,MLPClassifier,,,,,,,relu,"(40, 40, 100)",invscaling,500000.0,sgd
0.11568999290466309,0.0,0.0089268684387207,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.5348837209302325,0.5348837209302325,0.0,6048,0.5168539325842696,0.5168539325842696,0.0,6084,MLPClassifier,,,,,,,relu,"(20, 40, 80)",invscaling,500000.0,sgd
0.5316438674926758,0.0,0.0096480846405029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.4651162790697674,0.4651162790697674,0.0,6083,0.4819277108433735,0.4819277108433735,0.0,6111,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",invscaling,500000.0,sgd
0.0955660343170166,0.0,0.0079398155212402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.2325581395348837,0.2325581395348837,0.0,6194,0.3174603174603174,0.3174603174603174,0.0,6198,MLPClassifier,,,,,,,relu,"(20, 20, 100)",invscaling,500000.0,sgd
0.07674813270568848,0.0,0.0093419551849365,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.2093023255813953,0.2093023255813953,0.0,6198,0.2950819672131147,0.2950819672131147,0.0,6207,MLPClassifier,,,,,,,tanh,"(15, 15)",invscaling,500000.0,sgd
0.17456793785095215,0.0,0.0102739334106445,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0930232558139534,0.0930232558139534,0.0,6241,0.1568627450980392,0.1568627450980392,0.0,6246,MLPClassifier,,,,,,,relu,"(80, 40, 80)",invscaling,500000.0,sgd
0.06476688385009766,0.0,0.0133430957794189,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0465116279069767,0.0465116279069767,0.0,6266,0.0851063829787234,0.0851063829787234,0.0,6279,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",constant,500000.0,sgd
0.17652273178100586,0.0,0.0086619853973388,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0465116279069767,0.0465116279069767,0.0,6266,0.0851063829787234,0.0851063829787234,0.0,6279,MLPClassifier,,,,,,,relu,"(40, 20, 100)",invscaling,500000.0,sgd
0.03616595268249512,0.0,0.0079920291900634,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0232558139534883,0.0232558139534883,0.0,6284,0.0444444444444444,0.0444444444444444,0.0,6288,MLPClassifier,,,,,,,logistic,75,invscaling,500000.0,sgd
0.053933143615722656,0.0,0.0080161094665527,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0232558139534883,0.0232558139534883,0.0,6284,0.0444444444444444,0.0444444444444444,0.0,6288,MLPClassifier,,,,,,,logistic,80,invscaling,500000.0,sgd
0.05334281921386719,0.0,0.0088069438934326,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0232558139534883,0.0232558139534883,0.0,6284,0.0444444444444444,0.0444444444444444,0.0,6288,MLPClassifier,,,,,,,logistic,"(45, 45)",constant,500000.0,sgd
0.440601110458374,0.0,0.0082809925079345,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0232558139534883,0.0232558139534883,0.0,6284,0.0444444444444444,0.0444444444444444,0.0,6288,MLPClassifier,,,,,,,relu,"(75, 45)",invscaling,500000.0,sgd
0.029711246490478516,0.0,0.0086209774017333,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,15,invscaling,500000.0,sgd
0.057804107666015625,0.0,0.0106151103973388,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,35,invscaling,500000.0,sgd
0.03210783004760742,0.0,0.0074810981750488,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,40,invscaling,500000.0,sgd
0.19334912300109863,0.0,0.0084409713745117,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,45,invscaling,500000.0,sgd
0.2713887691497803,0.0,0.0091032981872558,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,60,invscaling,500000.0,sgd
0.050171852111816406,0.0,0.0076527595520019,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,65,invscaling,500000.0,sgd
0.25498294830322266,0.0,0.0099680423736572,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 15)",adaptive,500000.0,sgd
0.0576939582824707,0.0,0.0077071189880371,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 30)",invscaling,500000.0,sgd
0.03534889221191406,0.0,0.0073380470275878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 45)",invscaling,500000.0,sgd
0.10618972778320312,0.0,0.0081191062927246,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 60)",invscaling,500000.0,sgd
0.04456019401550293,0.0,0.0095596313476562,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 75)",invscaling,500000.0,sgd
0.11377811431884766,0.0,0.0091040134429931,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 90)",constant,500000.0,sgd
0.09131789207458496,0.0,0.00840425491333,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 90)",invscaling,500000.0,sgd
0.27904701232910156,0.0,0.0162339210510253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 90)",adaptive,500000.0,sgd
0.05868196487426758,0.0,0.0104169845581054,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 15)",invscaling,500000.0,sgd
0.2342841625213623,0.0,0.007861852645874,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 15)",adaptive,500000.0,sgd
0.09210705757141113,0.0,0.0106899738311767,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 30)",invscaling,500000.0,sgd
0.038231849670410156,0.0,0.0140790939331054,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 45)",invscaling,500000.0,sgd
0.09210920333862305,0.0,0.0079329013824462,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 60)",invscaling,500000.0,sgd
0.06398797035217285,0.0,0.0087709426879882,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(45, 15)",invscaling,500000.0,sgd
0.04878711700439453,0.0,0.0087788105010986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(45, 45)",invscaling,500000.0,sgd
0.0596010684967041,0.0,0.0081470012664794,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(45, 60)",invscaling,500000.0,sgd
0.09065818786621094,0.0,0.0099918842315673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(45, 90)",invscaling,500000.0,sgd
0.3549990653991699,0.0,0.0125811100006103,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 15)",adaptive,500000.0,sgd
0.1010732650756836,0.0,0.0101518630981445,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 75)",invscaling,500000.0,sgd
0.05165982246398926,0.0,0.0095500946044921,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(75, 15)",constant,500000.0,sgd
0.05400705337524414,0.0,0.0106408596038818,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(75, 15)",invscaling,500000.0,sgd
0.46423888206481934,0.0,0.0106501579284667,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(75, 15)",adaptive,500000.0,sgd
0.06058096885681152,0.0,0.0104479789733886,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(75, 45)",invscaling,500000.0,sgd
0.14890408515930176,0.0,0.0091850757598876,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(75, 75)",invscaling,500000.0,sgd
0.4727048873901367,0.0,0.014578104019165,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 15)",adaptive,500000.0,sgd
0.10459709167480469,0.0,0.0093307495117187,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 30)",invscaling,500000.0,sgd
0.0915529727935791,0.0,0.0105407238006591,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 45)",invscaling,500000.0,sgd
0.06995606422424316,0.0,0.0126228332519531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 60)",invscaling,500000.0,sgd
0.09246516227722168,0.0,0.0109510421752929,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 75)",invscaling,500000.0,sgd
0.11857795715332031,0.0,0.0093710422515869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 90)",invscaling,500000.0,sgd
0.04476475715637207,0.0,0.0103182792663574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",constant,500000.0,sgd
0.3419771194458008,0.0,0.0090491771697998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",adaptive,500000.0,sgd
0.10640907287597656,0.0,0.0155029296875,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",invscaling,500000.0,sgd
0.33269190788269043,0.0,0.0102372169494628,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",adaptive,500000.0,sgd
0.07974505424499512,0.0,0.0089049339294433,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",constant,500000.0,sgd
0.0749518871307373,0.0,0.0101971626281738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",invscaling,500000.0,sgd
0.15140008926391602,0.0,0.0118029117584228,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",constant,500000.0,sgd
0.41013503074645996,0.0,0.0084428787231445,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",adaptive,500000.0,sgd
0.26889491081237793,0.0,0.0092780590057373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",constant,500000.0,sgd
0.07415199279785156,0.0,0.0102460384368896,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",invscaling,500000.0,sgd
0.0723409652709961,0.0,0.0086278915405273,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",invscaling,500000.0,sgd
0.09078693389892578,0.0,0.0084950923919677,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",adaptive,500000.0,adam
0.10257196426391602,0.0,0.0088508129119873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",invscaling,500000.0,sgd
0.06465721130371094,0.0,0.0149769783020019,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",invscaling,500000.0,sgd
0.5310499668121338,0.0,0.0088121891021728,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",invscaling,500000.0,sgd
0.4422030448913574,0.0,0.0087630748748779,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",adaptive,500000.0,sgd
0.1360797882080078,0.0,0.0090188980102539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",invscaling,500000.0,sgd
0.4770948886871338,0.0,0.0097699165344238,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",adaptive,500000.0,sgd
0.1000218391418457,0.0,0.0088541507720947,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",invscaling,500000.0,sgd
0.27956366539001465,0.0,0.0084693431854248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",adaptive,500000.0,sgd
0.07119274139404297,0.0,0.0091431140899658,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",invscaling,500000.0,sgd
0.4937589168548584,0.0,0.0088670253753662,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",adaptive,500000.0,sgd
0.08107805252075195,0.0,0.0083756446838378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",adaptive,500000.0,adam
0.17544913291931152,0.0,0.0089280605316162,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",constant,500000.0,sgd
0.0725259780883789,0.0,0.0085670948028564,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",invscaling,500000.0,sgd
0.508228063583374,0.0,0.0095069408416748,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",adaptive,500000.0,sgd
0.09068083763122559,0.0,0.0101702213287353,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",invscaling,500000.0,sgd
0.11496901512145996,0.0,0.0088739395141601,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",invscaling,500000.0,sgd
0.16330432891845703,0.0,0.0084888935089111,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",constant,500000.0,sgd
0.25937414169311523,0.0,0.0096840858459472,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",invscaling,500000.0,sgd
0.5778529644012451,0.0,0.0102391242980957,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",adaptive,500000.0,sgd
0.24516510963439941,0.0,0.0125670433044433,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",constant,500000.0,sgd
0.21299409866333008,0.0,0.0086207389831542,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",constant,500000.0,sgd
0.08052706718444824,0.0,0.0124258995056152,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",invscaling,500000.0,sgd
0.3520078659057617,0.0,0.0072181224822998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",adaptive,500000.0,sgd
0.1680140495300293,0.0,0.0090429782867431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",constant,500000.0,sgd
0.08352303504943848,0.0,0.0115768909454345,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",invscaling,500000.0,sgd
0.10802102088928223,0.0,0.0083730220794677,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",invscaling,500000.0,sgd
0.14657378196716309,0.0,0.0087699890136718,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",constant,500000.0,sgd
0.14609694480895996,0.0,0.0081021785736083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",invscaling,500000.0,sgd
0.29004693031311035,0.0,0.008368968963623,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",constant,500000.0,sgd
0.48629188537597656,0.0,0.0087881088256835,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",adaptive,500000.0,sgd
0.06722617149353027,0.0,0.0083198547363281,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",invscaling,500000.0,sgd
0.0887298583984375,0.0,0.0085008144378662,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",invscaling,500000.0,sgd
0.09792160987854004,0.0,0.0090341567993164,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",invscaling,500000.0,sgd
0.5652549266815186,0.0,0.0100903511047363,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",adaptive,500000.0,sgd
0.16351890563964844,0.0,0.0084509849548339,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",invscaling,500000.0,sgd
0.5449321269989014,0.0,0.0091028213500976,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",adaptive,500000.0,sgd
0.18867874145507812,0.0,0.0129001140594482,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",constant,500000.0,sgd
0.22929811477661133,0.0,0.0100867748260498,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",invscaling,500000.0,sgd
0.3202488422393799,0.0,0.011970043182373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",constant,500000.0,sgd
0.08721113204956055,0.0,0.0084407329559326,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",invscaling,500000.0,sgd
0.23470592498779297,0.0,0.0103600025177001,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",constant,500000.0,sgd
0.13895392417907715,0.0,0.0085048675537109,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",invscaling,500000.0,sgd
0.23308110237121582,0.0,0.0085220336914062,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",invscaling,500000.0,sgd
0.566633939743042,0.0,0.0086960792541503,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",adaptive,500000.0,sgd
0.0715951919555664,0.0,0.0094749927520751,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",invscaling,500000.0,sgd
0.0919489860534668,0.0,0.0086221694946289,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",invscaling,500000.0,sgd
0.5056309700012207,0.0,0.0089848041534423,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",adaptive,500000.0,sgd
0.1204531192779541,0.0,0.0094859600067138,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",invscaling,500000.0,sgd
0.291384220123291,0.0,0.0084717273712158,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",adaptive,500000.0,sgd
0.08511090278625488,0.0,0.0085220336914062,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",invscaling,500000.0,sgd
0.059433937072753906,0.0,0.0084059238433837,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",constant,500000.0,sgd
0.06805038452148438,0.0,0.0084588527679443,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",invscaling,500000.0,sgd
0.3162508010864258,0.0,0.0088090896606445,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",adaptive,500000.0,sgd
0.07134008407592773,0.0,0.0114800930023193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",invscaling,500000.0,sgd
0.0751183032989502,0.0,0.0102016925811767,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",invscaling,500000.0,sgd
0.3468029499053955,0.0,0.0085909366607666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",adaptive,500000.0,sgd
0.16612768173217773,0.0,0.0133671760559082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",invscaling,500000.0,sgd
0.17264389991760254,0.0,0.0089509487152099,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",constant,500000.0,sgd
0.183488130569458,0.0,0.0100159645080566,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",invscaling,500000.0,sgd
0.20012998580932617,0.0,0.0089979171752929,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",constant,500000.0,sgd
0.07421302795410156,0.0,0.0098369121551513,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",invscaling,500000.0,sgd
0.6486489772796631,0.0,0.0088651180267333,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",adaptive,500000.0,sgd
0.07719087600708008,0.0,0.009498119354248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",constant,500000.0,sgd
0.14949679374694824,0.0,0.0094671249389648,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",invscaling,500000.0,sgd
0.5040090084075928,0.0,0.0118310451507568,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",adaptive,500000.0,sgd
0.2208850383758545,0.0,0.0096948146820068,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",constant,500000.0,sgd
0.23445892333984375,0.0,0.009631872177124,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",invscaling,500000.0,sgd
0.4063289165496826,0.0,0.0123980045318603,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",constant,500000.0,sgd
0.5785610675811768,0.0,0.0087168216705322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",adaptive,500000.0,sgd
0.10987424850463867,0.0,0.0093996524810791,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",invscaling,500000.0,sgd
0.11450791358947754,0.0,0.0109930038452148,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",invscaling,500000.0,sgd
0.7630038261413574,0.0,0.0111880302429199,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",adaptive,500000.0,sgd
0.0638279914855957,0.0,0.0095939636230468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",constant,500000.0,sgd
0.2695891857147217,0.0,0.0087380409240722,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",adaptive,500000.0,sgd
0.07462382316589355,0.0,0.0100018978118896,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",invscaling,500000.0,sgd
0.11730289459228516,0.0,0.008376121520996,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",invscaling,500000.0,sgd
0.4615921974182129,0.0,0.013901948928833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",adaptive,500000.0,sgd
0.15622925758361816,0.0,0.0088367462158203,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",constant,500000.0,sgd
0.23902225494384766,0.0,0.0105977058410644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",constant,500000.0,sgd
0.06873488426208496,0.0,0.009315013885498,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",invscaling,500000.0,sgd
0.5285599231719971,0.0,0.0085721015930175,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",adaptive,500000.0,sgd
0.23935484886169434,0.0,0.0088992118835449,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",constant,500000.0,sgd
0.14008283615112305,0.0,0.0102581977844238,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",invscaling,500000.0,sgd
0.09063029289245605,0.0,0.0124487876892089,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",constant,500000.0,sgd
0.08219790458679199,0.0,0.0095431804656982,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",constant,500000.0,sgd
0.07800507545471191,0.0,0.0086829662322998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",invscaling,500000.0,sgd
0.22418999671936035,0.0,0.0106348991394042,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",constant,500000.0,sgd
0.13112711906433105,0.0,0.0093240737915039,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",invscaling,500000.0,sgd
0.2357940673828125,0.0,0.0105798244476318,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",invscaling,500000.0,sgd
0.12105894088745117,0.0,0.0089499950408935,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",invscaling,500000.0,sgd
0.629676103591919,0.0,0.0094659328460693,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",adaptive,500000.0,sgd
0.09288716316223145,0.0,0.009598970413208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",invscaling,500000.0,sgd
0.30112290382385254,0.0,0.0100080966949462,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",constant,500000.0,sgd
0.512580156326294,0.0,0.0096540451049804,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",adaptive,500000.0,sgd
0.2403252124786377,0.0,0.0101428031921386,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",constant,500000.0,sgd
0.22011995315551758,0.0,0.0104608535766601,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",constant,500000.0,sgd
0.2551119327545166,0.0,0.009084939956665,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",invscaling,500000.0,sgd
0.12112998962402344,0.0,0.0098128318786621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",invscaling,500000.0,sgd
0.6353352069854736,0.0,0.0134947299957275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",adaptive,500000.0,sgd
0.10943937301635742,0.0,0.0088908672332763,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",invscaling,500000.0,sgd
0.09840202331542969,0.0,0.0096490383148193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",constant,500000.0,sgd
0.11478710174560547,0.0,0.0095758438110351,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",invscaling,500000.0,sgd
0.19411611557006836,0.0,0.0139119625091552,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",invscaling,500000.0,sgd
0.8210859298706055,0.0,0.0098152160644531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",adaptive,500000.0,sgd
0.10899209976196289,0.0,0.0090029239654541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",invscaling,500000.0,sgd
0.4373037815093994,0.0,0.0095510482788085,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",adaptive,500000.0,sgd
0.1614692211151123,0.0,0.0054459571838378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",constant,500000.0,sgd
0.07974505424499512,0.0,0.0093498229980468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",invscaling,500000.0,sgd
0.4919290542602539,0.0,0.0088350772857666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",adaptive,500000.0,sgd
0.07828211784362793,0.0,0.0091958045959472,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",invscaling,500000.0,sgd
0.36296868324279785,0.0,0.0092170238494873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",adaptive,500000.0,sgd
0.19703388214111328,0.0,0.0088891983032226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",constant,500000.0,sgd
0.07640194892883301,0.0,0.0090560913085937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",invscaling,500000.0,sgd
0.15411710739135742,0.0,0.0101730823516845,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",constant,500000.0,sgd
0.13480305671691895,0.0,0.0134670734405517,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",invscaling,500000.0,sgd
0.4341719150543213,0.0,0.0089290142059326,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",adaptive,500000.0,sgd
0.23137688636779785,0.0,0.0101690292358398,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",constant,500000.0,sgd
0.0983428955078125,0.0,0.0124318599700927,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",invscaling,500000.0,sgd
0.3484649658203125,0.0,0.0090811252593994,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",constant,500000.0,sgd
0.09740710258483887,0.0,0.0089430809020996,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",invscaling,500000.0,sgd
0.12805819511413574,0.0,0.0129227638244628,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",invscaling,500000.0,sgd
0.4741358757019043,0.0,0.0141081809997558,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",adaptive,500000.0,sgd
0.10280084609985352,0.0,0.0095589160919189,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",invscaling,500000.0,sgd
0.6525790691375732,0.0,0.0101039409637451,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",adaptive,500000.0,sgd
0.2270660400390625,0.0,0.009549856185913,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",constant,500000.0,sgd
0.278048038482666,0.0,0.0094389915466308,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",invscaling,500000.0,sgd
0.09390687942504883,0.0,0.0092079639434814,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",invscaling,500000.0,sgd
0.6388442516326904,0.0,0.0092296600341796,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",adaptive,500000.0,sgd
0.31501221656799316,0.0,0.0103988647460937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",constant,500000.0,sgd
0.13450288772583008,0.0,0.0138361454010009,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",invscaling,500000.0,sgd
0.6941030025482178,0.0,0.0104329586029052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",adaptive,500000.0,sgd
0.12494516372680664,0.0,0.010009765625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",invscaling,500000.0,sgd
0.46497607231140137,0.0,0.0133788585662841,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",invscaling,500000.0,sgd
0.31898999214172363,0.0,0.0196061134338378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",invscaling,500000.0,sgd
0.10190820693969727,0.0,0.0097606182098388,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",constant,500000.0,sgd
0.11951208114624023,0.0,0.0111429691314697,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",invscaling,500000.0,sgd
0.12415695190429688,0.0,0.0100209712982177,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",constant,500000.0,sgd
0.11237192153930664,0.0,0.0092489719390869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",invscaling,500000.0,sgd
0.3251979351043701,0.0,0.0110650062561035,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",constant,500000.0,sgd
0.19908380508422852,0.0,0.0103461742401123,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",invscaling,500000.0,sgd
0.16802096366882324,0.0,0.0106751918792724,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",invscaling,500000.0,sgd
0.30007290840148926,0.0,0.0081610679626464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",invscaling,500000.0,sgd
0.27089524269104004,0.0,0.0123319625854492,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",invscaling,500000.0,sgd
0.4951908588409424,0.0,0.00822114944458,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(15, 60)",invscaling,500000.0,sgd
0.33200883865356445,0.0,0.0078239440917968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(30, 45)",invscaling,500000.0,sgd
0.6642420291900635,0.0,0.00795578956604,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(30, 60)",invscaling,500000.0,sgd
0.42592310905456543,0.0,0.0086781978607177,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(45, 90)",invscaling,500000.0,sgd
0.13886213302612305,0.0,0.0078969001770019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(20, 20, 40)",invscaling,500000.0,sgd
0.09014892578125,0.0,0.0108671188354492,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(20, 40, 20)",invscaling,500000.0,sgd
0.2887728214263916,0.0,0.0095570087432861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(20, 100, 100)",invscaling,500000.0,sgd
0.5998377799987793,0.0,0.0088589191436767,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(40, 20, 60)",invscaling,500000.0,sgd
13.828.439.712.524.400,0.0,0.0089592933654785,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(40, 60, 100)",invscaling,500000.0,sgd
0.5292849540710449,0.0,0.0130050182342529,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(40, 80, 40)",invscaling,500000.0,sgd
0.278735876083374,0.0,0.0089149475097656,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(60, 60, 60)",invscaling,500000.0,sgd
0.09415578842163086,0.0,0.0088601112365722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(80, 20, 40)",invscaling,500000.0,sgd
0.6396000385284424,0.0,0.0093550682067871,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(80, 60, 20)",invscaling,500000.0,sgd
0.1824190616607666,0.0,0.0095288753509521,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(80, 60, 60)",invscaling,500000.0,sgd
0.9748501777648926,0.0,0.0093019008636474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(80, 80, 80)",invscaling,500000.0,sgd
0.8149878978729248,0.0,0.0093519687652587,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(100, 20, 20)",invscaling,500000.0,sgd
0.3124120235443115,0.0,0.0094456672668457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(100, 60, 40)",invscaling,500000.0,sgd
0.3456270694732666,0.0,0.0100729465484619,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(100, 100, 80)",invscaling,500000.0,sgd
0.031579017639160156,0.0,0.0160918235778808,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,5,constant,500000.0,sgd
0.02774810791015625,0.0,0.01007080078125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,30,invscaling,500000.0,sgd
0.234619140625,0.0,0.0078752040863037,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,90,invscaling,500000.0,sgd
0.025752782821655273,0.0,0.00797700881958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(15, 15)",constant,500000.0,sgd
0.0457150936126709,0.0,0.012366771697998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(15, 15)",invscaling,500000.0,sgd
0.09707808494567871,0.0,0.007725715637207,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 15)",constant,500000.0,sgd
0.29968810081481934,0.0,0.0085058212280273,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 30)",adaptive,500000.0,sgd
0.07250690460205078,0.0,0.0082869529724121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 45)",constant,500000.0,sgd
0.2564706802368164,0.0,0.0108842849731445,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 75)",adaptive,500000.0,sgd
0.14080190658569336,0.0,0.0091278553009033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 90)",constant,500000.0,sgd
0.10096883773803711,0.0,0.0081019401550292,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 90)",invscaling,500000.0,sgd
0.1690831184387207,0.0,0.0084249973297119,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(45, 15)",adaptive,500000.0,sgd
0.04442000389099121,0.0,0.0077199935913085,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(45, 30)",invscaling,500000.0,sgd
0.26645421981811523,0.0,0.0083129405975341,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(45, 30)",adaptive,500000.0,sgd
0.3609189987182617,0.0,0.0092449188232421,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(45, 75)",invscaling,500000.0,sgd
0.0439760684967041,0.0,0.0095009803771972,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 15)",constant,500000.0,sgd
0.04511737823486328,0.0,0.0082869529724121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 15)",invscaling,500000.0,sgd
0.05015420913696289,0.0,0.0091907978057861,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 30)",invscaling,500000.0,sgd
0.14569401741027832,0.0,0.0114169120788574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60)",constant,500000.0,sgd
0.17678475379943848,0.0,0.0105452537536621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 30)",constant,500000.0,sgd
0.11407184600830078,0.0,0.0143189430236816,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 30)",invscaling,500000.0,sgd
0.23004913330078125,0.0,0.0104918479919433,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 30)",adaptive,500000.0,sgd
0.06789422035217285,0.0,0.009078025817871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 60)",invscaling,500000.0,sgd
0.4370419979095459,0.0,0.0090429782867431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 75)",adaptive,500000.0,sgd
0.1318798065185547,0.0,0.0100810527801513,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 90)",invscaling,500000.0,sgd
0.4754331111907959,0.0,0.0095598697662353,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 90)",adaptive,500000.0,sgd
0.05406594276428223,0.0,0.0102241039276123,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(90, 15)",invscaling,500000.0,sgd
0.1966719627380371,0.0,0.0142288208007812,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(90, 90)",constant,500000.0,sgd
0.09100914001464844,0.0,0.0089759826660156,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",invscaling,500000.0,sgd
0.13599205017089844,0.0,0.0088520050048828,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",constant,500000.0,sgd
0.246779203414917,0.0,0.0080587863922119,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",adaptive,500000.0,sgd
0.12527775764465332,0.0,0.0105793476104736,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",constant,500000.0,sgd
0.23066067695617676,0.0,0.0089080333709716,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",invscaling,500000.0,sgd
0.3912777900695801,0.0,0.0122661590576171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",adaptive,500000.0,sgd
0.1667799949645996,0.0,0.0094950199127197,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",invscaling,500000.0,sgd
0.09877300262451172,0.0,0.0102183818817138,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",invscaling,500000.0,sgd
0.38268208503723145,0.0,0.0094778537750244,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",adaptive,500000.0,sgd
0.12089800834655762,0.0,0.0100789070129394,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",constant,500000.0,sgd
0.2661728858947754,0.0,0.0107040405273437,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",adaptive,500000.0,sgd
0.1672649383544922,0.0,0.0094821453094482,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",constant,500000.0,sgd
0.41315507888793945,0.0,0.0086779594421386,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",adaptive,500000.0,sgd
0.0538487434387207,0.0,0.008213996887207,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",constant,500000.0,sgd
0.05839204788208008,0.0,0.0131661891937255,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",invscaling,500000.0,sgd
0.38510990142822266,0.0,0.0090391635894775,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",adaptive,500000.0,sgd
0.0730600357055664,0.0,0.009019136428833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",invscaling,500000.0,sgd
0.41347479820251465,0.0,0.008599042892456,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",adaptive,500000.0,sgd
0.054429054260253906,0.0,0.0115871429443359,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",constant,500000.0,sgd
0.3014259338378906,0.0,0.0087261199951171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",adaptive,500000.0,sgd
0.4210529327392578,0.0,0.0087008476257324,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",adaptive,500000.0,sgd
0.10841512680053711,0.0,0.008495807647705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",constant,500000.0,sgd
0.10997509956359863,0.0,0.0088279247283935,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",invscaling,500000.0,sgd
0.4424781799316406,0.0,0.0088357925415039,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",adaptive,500000.0,sgd
0.1434488296508789,0.0,0.0087900161743164,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",constant,500000.0,sgd
0.1367359161376953,0.0,0.0092496871948242,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",constant,500000.0,sgd
0.23926711082458496,0.0,0.0091819763183593,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",constant,500000.0,sgd
0.20138192176818848,0.0,0.0085351467132568,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",constant,500000.0,sgd
0.06746339797973633,0.0,0.0083909034729003,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",invscaling,500000.0,sgd
0.12270426750183105,0.0,0.0084710121154785,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",constant,500000.0,sgd
0.5123209953308105,0.0,0.0093739032745361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",adaptive,500000.0,sgd
0.2582740783691406,0.0,0.0090279579162597,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",constant,500000.0,sgd
0.4013187885284424,0.0,0.0086750984191894,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",adaptive,500000.0,sgd
0.14736700057983398,0.0,0.0094130039215087,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",invscaling,500000.0,sgd
0.39435601234436035,0.0,0.0108630657196044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",adaptive,500000.0,sgd
0.22077703475952148,0.0,0.0086429119110107,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",invscaling,500000.0,sgd
0.4973940849304199,0.0,0.0089209079742431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",adaptive,500000.0,sgd
0.24849891662597656,0.0,0.0093400478363037,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",invscaling,500000.0,sgd
0.633598804473877,0.0,0.0096001625061035,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",adaptive,500000.0,sgd
0.06533336639404297,0.0,0.0108528137207031,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",invscaling,500000.0,sgd
0.482666015625,0.0,0.0083179473876953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",adaptive,500000.0,sgd
0.0531001091003418,0.0,0.010225772857666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",constant,500000.0,sgd
0.24963879585266113,0.0,0.0097243785858154,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",adaptive,500000.0,sgd
0.14372801780700684,0.0,0.0081708431243896,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",constant,500000.0,sgd
0.4347538948059082,0.0,0.0092549324035644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",adaptive,500000.0,sgd
0.31757187843322754,0.0,0.008289098739624,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",adaptive,500000.0,sgd
0.058345794677734375,0.0,0.0086312294006347,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",invscaling,500000.0,sgd
0.11053323745727539,0.0,0.0137689113616943,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",constant,500000.0,sgd
0.12142276763916016,0.0,0.0086421966552734,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",invscaling,500000.0,sgd
0.29498815536499023,0.0,0.009037971496582,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",adaptive,500000.0,sgd
0.1429150104522705,0.0,0.0079350471496582,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",constant,500000.0,sgd
0.40390610694885254,0.0,0.0099179744720458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",adaptive,500000.0,sgd
0.18436908721923828,0.0,0.0083289146423339,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",constant,500000.0,sgd
0.43530702590942383,0.0,0.0088248252868652,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",adaptive,500000.0,sgd
0.12663888931274414,0.0,0.008836030960083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",constant,500000.0,sgd
0.07874321937561035,0.0,0.0091118812561035,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",invscaling,500000.0,sgd
0.4800136089324951,0.0,0.0083651542663574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",adaptive,500000.0,sgd
0.2106318473815918,0.0,0.0090939998626708,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",constant,500000.0,sgd
0.2222919464111328,0.0,0.0086662769317626,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",constant,500000.0,sgd
0.0873420238494873,0.0,0.0094499588012695,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",invscaling,500000.0,sgd
0.38095903396606445,0.0,0.0085299015045166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",adaptive,500000.0,sgd
0.23934221267700195,0.0,0.0101690292358398,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",invscaling,500000.0,sgd
0.4107661247253418,0.0,0.0080738067626953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",adaptive,500000.0,sgd
0.5388422012329102,0.0,0.0094950199127197,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",adaptive,500000.0,sgd
0.32545900344848633,0.0,0.0085487365722656,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",adaptive,500000.0,sgd
0.07250499725341797,0.0,0.008800983428955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",invscaling,500000.0,sgd
0.5884699821472168,0.0,0.0089459419250488,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",adaptive,500000.0,sgd
0.21187210083007812,0.0,0.0113449096679687,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",constant,500000.0,sgd
0.5369579792022705,0.0,0.0085539817810058,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",adaptive,500000.0,sgd
0.0814828872680664,0.0,0.0085132122039794,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",constant,500000.0,sgd
0.18074870109558105,0.0,0.0090601444244384,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",invscaling,500000.0,sgd
0.4949498176574707,0.0,0.0094578266143798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",adaptive,500000.0,sgd
0.28667593002319336,0.0,0.008812665939331,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",constant,500000.0,sgd
0.6097719669342041,0.0,0.0089340209960937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",adaptive,500000.0,sgd
0.2101759910583496,0.0,0.0132417678833007,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",constant,500000.0,sgd
0.16406702995300293,0.0,0.009221076965332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",constant,500000.0,sgd
0.17758727073669434,0.0,0.0101079940795898,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",invscaling,500000.0,sgd
0.43637990951538086,0.0,0.0085113048553466,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",adaptive,500000.0,sgd
0.2102971076965332,0.0,0.0091328620910644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",constant,500000.0,sgd
0.08764219284057617,0.0,0.0093848705291748,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",invscaling,500000.0,sgd
0.6060500144958496,0.0,0.0096938610076904,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",adaptive,500000.0,sgd
0.23956680297851562,0.0,0.0104413032531738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",constant,500000.0,sgd
0.6845228672027588,0.0,0.0087759494781494,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",adaptive,500000.0,sgd
0.16562891006469727,0.0,0.008894920349121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",constant,500000.0,sgd
0.15094208717346191,0.0,0.0087101459503173,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",invscaling,500000.0,sgd
0.3200950622558594,0.0,0.0085351467132568,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",adaptive,500000.0,sgd
0.2089381217956543,0.0,0.0102581977844238,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",constant,500000.0,sgd
0.07047510147094727,0.0,0.0086770057678222,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",invscaling,500000.0,sgd
0.3654000759124756,0.0,0.0069680213928222,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",adaptive,500000.0,sgd
0.13846302032470703,0.0,0.0086941719055175,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",constant,500000.0,sgd
0.06902217864990234,0.0,0.0153889656066894,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",invscaling,500000.0,sgd
0.16919493675231934,0.0,0.0093598365783691,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",invscaling,500000.0,sgd
0.4284369945526123,0.0,0.0100131034851074,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",adaptive,500000.0,sgd
0.3535289764404297,0.0,0.0085430145263671,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",adaptive,500000.0,sgd
0.17618203163146973,0.0,0.0084342956542968,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",constant,500000.0,sgd
0.11747097969055176,0.0,0.0134217739105224,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",invscaling,500000.0,sgd
0.14819097518920898,0.0,0.0088932514190673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",constant,500000.0,sgd
0.10913610458374023,0.0,0.0085980892181396,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",invscaling,500000.0,sgd
0.16465187072753906,0.0,0.0097372531890869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",invscaling,500000.0,sgd
0.17421627044677734,0.0,0.0086479187011718,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",constant,500000.0,sgd
0.5406582355499268,0.0,0.0099530220031738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",adaptive,500000.0,sgd
0.29104161262512207,0.0,0.0094010829925537,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",constant,500000.0,sgd
0.33258628845214844,0.0,0.0089318752288818,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",adaptive,500000.0,sgd
0.22164082527160645,0.0,0.0113861560821533,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",constant,500000.0,sgd
0.5017108917236328,0.0,0.0087542533874511,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",adaptive,500000.0,sgd
0.5393648147583008,0.0,0.0076680183410644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",adaptive,500000.0,sgd
0.4376509189605713,0.0,0.012455940246582,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",invscaling,500000.0,sgd
0.18091607093811035,0.0,0.008774995803833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",constant,500000.0,sgd
0.07735395431518555,0.0,0.009214162826538,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",constant,500000.0,sgd
0.28646230697631836,0.0,0.0094358921051025,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",invscaling,500000.0,sgd
0.1725449562072754,0.0,0.0089049339294433,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",invscaling,500000.0,sgd
0.6312119960784912,0.0,0.0101020336151123,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",adaptive,500000.0,sgd
0.6282827854156494,0.0,0.0101881027221679,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",adaptive,500000.0,sgd
0.15956997871398926,0.0,0.0088388919830322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",invscaling,500000.0,sgd
0.6987698078155518,0.0,0.0107722282409667,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",adaptive,500000.0,sgd
0.2665548324584961,0.0,0.0088691711425781,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",constant,500000.0,sgd
0.09287691116333008,0.0,0.0090639591217041,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",invscaling,500000.0,sgd
0.31420111656188965,0.0,0.0150549411773681,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",constant,500000.0,sgd
0.24344086647033691,0.0,0.0093519687652587,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",constant,500000.0,sgd
0.5713958740234375,0.0,0.0105550289154052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",adaptive,500000.0,sgd
0.21771001815795898,0.0,0.0101180076599121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",constant,500000.0,sgd
0.2009730339050293,0.0,0.0095348358154296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",invscaling,500000.0,sgd
0.20147204399108887,0.0,0.0129830837249755,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",constant,500000.0,sgd
0.4659607410430908,0.0,0.0085608959197998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",adaptive,500000.0,sgd
0.06757807731628418,0.0,0.0085582733154296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",invscaling,500000.0,sgd
0.14874505996704102,0.0,0.0080611705780029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",constant,500000.0,sgd
0.20203709602355957,0.0,0.0087552070617675,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",invscaling,500000.0,sgd
0.4679548740386963,0.0,0.0088992118835449,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",adaptive,500000.0,sgd
0.17945003509521484,0.0,0.0088169574737548,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",constant,500000.0,sgd
0.08443307876586914,0.0,0.0087339878082275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",invscaling,500000.0,sgd
0.5527768135070801,0.0,0.0094051361083984,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",adaptive,500000.0,sgd
0.5305931568145752,0.0,0.0094568729400634,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",adaptive,500000.0,sgd
0.1655440330505371,0.0,0.0088231563568115,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",constant,500000.0,sgd
0.1167452335357666,0.0,0.0080399513244628,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",invscaling,500000.0,sgd
0.5074920654296875,0.0,0.0089590549468994,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",adaptive,500000.0,sgd
0.26552605628967285,0.0,0.0095200538635253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",invscaling,500000.0,sgd
0.547551155090332,0.0,0.0089750289916992,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",adaptive,500000.0,sgd
0.5786731243133545,0.0,0.008556842803955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",adaptive,500000.0,sgd
0.2076108455657959,0.0,0.0097930431365966,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",constant,500000.0,sgd
0.6056299209594727,0.0,0.0116059780120849,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",adaptive,500000.0,sgd
0.17151331901550293,0.0,0.0094709396362304,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",constant,500000.0,sgd
0.1869981288909912,0.0,0.0086400508880615,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",invscaling,500000.0,sgd
0.6062521934509277,0.0,0.0091729164123535,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",adaptive,500000.0,sgd
0.223646879196167,0.0,0.0090610980987548,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",constant,500000.0,sgd
0.4275779724121094,0.0,0.011693000793457,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",constant,500000.0,sgd
0.6777098178863525,0.0,0.0092260837554931,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",adaptive,500000.0,sgd
0.08777308464050293,0.0,0.0086328983306884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",invscaling,500000.0,sgd
0.09783387184143066,0.0,0.0093481540679931,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",invscaling,500000.0,sgd
0.7300217151641846,0.0,0.0094320774078369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",adaptive,500000.0,sgd
0.23993968963623047,0.0,0.010462999343872,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",invscaling,500000.0,sgd
0.6126317977905273,0.0,0.0094671249389648,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",adaptive,500000.0,sgd
0.6939051151275635,0.0,0.0109829902648925,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",adaptive,500000.0,sgd
0.4062197208404541,0.0,0.012632131576538,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",constant,500000.0,sgd
0.0983729362487793,0.0,0.0094408988952636,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",constant,500000.0,sgd
0.7095820903778076,0.0,0.0090579986572265,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",adaptive,500000.0,sgd
0.13703131675720215,0.0,0.010002851486206,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",invscaling,500000.0,sgd
0.7007920742034912,0.0,0.0100989341735839,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",adaptive,500000.0,sgd
0.23120999336242676,0.0,0.0099909305572509,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",constant,500000.0,sgd
0.8076508045196533,0.0,0.0183141231536865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",adaptive,500000.0,sgd
0.28422975540161133,0.0,0.0103991031646728,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",constant,500000.0,sgd
0.35103893280029297,0.0,0.0094931125640869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",constant,500000.0,sgd
0.15216374397277832,0.0,0.0085902214050292,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",constant,500000.0,sgd
0.44475317001342773,0.0,0.0107498168945312,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",adaptive,500000.0,sgd
0.08995890617370605,0.0,0.0086841583251953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",invscaling,500000.0,sgd
0.48714494705200195,0.0,0.0109829902648925,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",adaptive,500000.0,sgd
0.2767958641052246,0.0,0.0092008113861083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",constant,500000.0,sgd
0.06262707710266113,0.0,0.0093610286712646,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",invscaling,500000.0,sgd
0.5902976989746094,0.0,0.0084230899810791,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",adaptive,500000.0,sgd
0.2706592082977295,0.0,0.0097920894622802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",constant,500000.0,sgd
0.08123183250427246,0.0,0.0087790489196777,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",invscaling,500000.0,sgd
0.5355939865112305,0.0,0.0092208385467529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",adaptive,500000.0,sgd
0.21446895599365234,0.0,0.0113489627838134,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",constant,500000.0,sgd
0.11812376976013184,0.0,0.0093691349029541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",invscaling,500000.0,sgd
0.5699610710144043,0.0,0.0092577934265136,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",adaptive,500000.0,sgd
0.5473239421844482,0.0,0.0096387863159179,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",adaptive,500000.0,sgd
0.886145830154419,0.0,0.0110762119293212,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",adaptive,500000.0,sgd
0.2816448211669922,0.0,0.0094110965728759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",constant,500000.0,sgd
0.14868474006652832,0.0,0.0088331699371337,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",invscaling,500000.0,sgd
0.6240038871765137,0.0,0.0095071792602539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",adaptive,500000.0,sgd
0.18208789825439453,0.0,0.0090188980102539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",constant,500000.0,sgd
0.6591401100158691,0.0,0.0114219188690185,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",adaptive,500000.0,sgd
0.23767685890197754,0.0,0.0090389251708984,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",constant,500000.0,sgd
0.20546817779541016,0.0,0.0099709033966064,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",constant,500000.0,sgd
0.25490522384643555,0.0,0.0188069343566894,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",constant,500000.0,sgd
0.46726393699645996,0.0,0.0114099979400634,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",constant,500000.0,sgd
0.7556650638580322,0.0,0.0103797912597656,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",adaptive,500000.0,sgd
0.7459161281585693,0.0,0.009653091430664,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",adaptive,500000.0,sgd
0.7398109436035156,0.0,0.0144991874694824,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",adaptive,500000.0,sgd
0.21455693244934082,0.0,0.0127129554748535,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",constant,500000.0,sgd
0.14528918266296387,0.0,0.0098278522491455,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",invscaling,500000.0,sgd
0.8356008529663086,0.0,0.0101969242095947,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",adaptive,500000.0,sgd
0.8548307418823242,0.0,0.0105881690979003,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",adaptive,500000.0,sgd
0.2856719493865967,0.0,0.0108630657196044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",constant,500000.0,sgd
0.892432689666748,0.0,0.0099163055419921,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",adaptive,500000.0,sgd
0.17656397819519043,0.0,0.0083351135253906,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",invscaling,500000.0,sgd
0.45106983184814453,0.0,0.0093421936035156,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",invscaling,500000.0,sgd
14.543.650.150.299.000,0.0,0.0123679637908935,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",invscaling,500000.0,sgd
0.07232809066772461,0.0,0.0088539123535156,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(15, 90)",invscaling,500000.0,sgd
0.13572192192077637,0.0,0.0088808536529541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(90, 75)",invscaling,500000.0,sgd
0.12277388572692871,0.0,0.0091619491577148,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(20, 60, 100)",invscaling,500000.0,sgd
0.16002392768859863,0.0,0.0088629722595214,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(20, 80, 40)",invscaling,500000.0,sgd
0.05882668495178223,0.0,0.008702278137207,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 20, 80)",invscaling,500000.0,sgd
0.11064386367797852,0.0,0.0113811492919921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 60, 40)",invscaling,500000.0,sgd
0.1723308563232422,0.0,0.0092122554779052,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 80, 80)",invscaling,500000.0,sgd
0.1586589813232422,0.0,0.0095801353454589,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 80, 100)",invscaling,500000.0,sgd
0.21827292442321777,0.0,0.0185840129852294,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 100, 20)",invscaling,500000.0,sgd
0.14795494079589844,0.0,0.0130629539489746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 100, 40)",invscaling,500000.0,sgd
0.15571212768554688,0.0,0.0090448856353759,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(60, 60, 80)",invscaling,500000.0,sgd
0.13663887977600098,0.0,0.0092432498931884,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(60, 80, 20)",invscaling,500000.0,sgd
0.1445178985595703,0.0,0.012265920639038,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(60, 80, 40)",invscaling,500000.0,sgd
0.0997459888458252,0.0,0.0093791484832763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(80, 20, 100)",invscaling,500000.0,sgd
0.11748576164245605,0.0,0.0124220848083496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(80, 40, 60)",invscaling,500000.0,sgd
0.18251538276672363,0.0,0.0094039440155029,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(80, 80, 60)",invscaling,500000.0,sgd
0.07891201972961426,0.0,0.0091989040374755,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(100, 20, 40)",invscaling,500000.0,sgd
0.15419292449951172,0.0,0.0096669197082519,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(100, 60, 80)",invscaling,500000.0,sgd
0.025563955307006836,0.0,0.0082769393920898,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4941176470588235,0.4941176470588235,0.0,6098,0.4942528735632184,0.4942528735632184,0.0,6064,0.9767441860465116,0.9767441860465116,0.0,1284,0.65625,0.65625,0.0,5820,MLPClassifier,,,,,,,logistic,10,invscaling,500000.0,sgd
0.04483318328857422,0.0,0.0103430747985839,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4941176470588235,0.4941176470588235,0.0,6098,0.4942528735632184,0.4942528735632184,0.0,6064,0.9767441860465116,0.9767441860465116,0.0,1284,0.65625,0.65625,0.0,5820,MLPClassifier,,,,,,,logistic,50,invscaling,500000.0,sgd
0.23710107803344727,0.0,0.0082857608795166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4941176470588235,0.4941176470588235,0.0,6098,0.4942528735632184,0.4942528735632184,0.0,6064,0.9767441860465116,0.9767441860465116,0.0,1284,0.65625,0.65625,0.0,5820,MLPClassifier,,,,,,,logistic,"(15, 60)",adaptive,500000.0,sgd
0.17850494384765625,0.0,0.0086719989776611,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4941176470588235,0.4941176470588235,0.0,6098,0.4942528735632184,0.4942528735632184,0.0,6064,0.9767441860465116,0.9767441860465116,0.0,1284,0.65625,0.65625,0.0,5820,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",constant,500000.0,sgd
0.08380603790283203,0.0,0.0082790851593017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4941176470588235,0.4941176470588235,0.0,6098,0.4942528735632184,0.4942528735632184,0.0,6064,0.9767441860465116,0.9767441860465116,0.0,1284,0.65625,0.65625,0.0,5820,MLPClassifier,,,,,,,relu,"(60, 20, 20)",invscaling,500000.0,sgd
15.190.351.009.368.800,0.0,0.0099797248840332,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4939759036144578,0.4939759036144578,0.0,6103,0.4942528735632184,0.4942528735632184,0.0,6064,0.9534883720930232,0.9534883720930232,0.0,2739,0.6507936507936507,0.6507936507936507,0.0,5836,MLPClassifier,,,,,,,identity,"(20, 20, 100)",invscaling,500000.0,sgd
0.09696102142333984,0.0,0.0095801353454589,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4939759036144578,0.4939759036144578,0.0,6103,0.4942528735632184,0.4942528735632184,0.0,6064,0.9534883720930232,0.9534883720930232,0.0,2739,0.6507936507936507,0.6507936507936507,0.0,5836,MLPClassifier,,,,,,,relu,"(20, 60, 40)",invscaling,500000.0,sgd
0.8182389736175537,0.0,0.009023904800415,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4938271604938271,0.4938271604938271,0.0,6105,0.4942528735632184,0.4942528735632184,0.0,6064,0.9302325581395348,0.9302325581395348,0.0,3215,0.6451612903225806,0.6451612903225806,0.0,5855,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",invscaling,500000.0,sgd
15.978.481.769.561.700,0.0,0.0100347995758056,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4936708860759494,0.4936708860759494,0.0,6106,0.4942528735632184,0.4942528735632184,0.0,6064,0.9069767441860463,0.9069767441860463,0.0,3336,0.639344262295082,0.639344262295082,0.0,5882,MLPClassifier,,,,,,,identity,"(60, 20, 100)",invscaling,500000.0,sgd
1.266.767.978.668.210,0.0,0.0111579895019531,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4929577464788732,0.4929577464788732,0.0,6107,0.4942528735632184,0.4942528735632184,0.0,6064,0.813953488372093,0.813953488372093,0.0,3937,0.6140350877192983,0.6140350877192983,0.0,5944,MLPClassifier,,,,,,,identity,80,invscaling,500000.0,sgd
0.0658869743347168,0.0,0.0087161064147949,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4925373134328358,0.4925373134328358,0.0,6108,0.4942528735632184,0.4942528735632184,0.0,6064,0.7674418604651163,0.7674418604651163,0.0,5116,0.6000000000000001,0.6000000000000001,0.0,5970,MLPClassifier,,,,,,,relu,60,invscaling,500000.0,sgd
0.1772770881652832,0.0,0.0102031230926513,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.492063492063492,0.492063492063492,0.0,6109,0.4942528735632184,0.4942528735632184,0.0,6064,0.7209302325581395,0.7209302325581395,0.0,5439,0.5849056603773584,0.5849056603773584,0.0,5996,MLPClassifier,,,,,,,relu,"(80, 40, 20)",invscaling,500000.0,sgd
0.05618405342102051,0.0,0.0070209503173828,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4912280701754385,0.4912280701754385,0.0,6110,0.4942528735632184,0.4942528735632184,0.0,6064,0.6511627906976745,0.6511627906976745,0.0,5953,0.5599999999999999,0.5599999999999999,0.0,6031,MLPClassifier,,,,,,,identity,25,invscaling,500000.0,sgd
0.15416502952575684,0.0,0.0098049640655517,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4909090909090909,0.4909090909090909,0.0,6111,0.4942528735632184,0.4942528735632184,0.0,6064,0.627906976744186,0.627906976744186,0.0,5984,0.5510204081632653,0.5510204081632653,0.0,6045,MLPClassifier,,,,,,,tanh,"(45, 30)",invscaling,500000.0,sgd
0.39177894592285156,0.0,0.0089881420135498,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.490566037735849,0.490566037735849,0.0,6112,0.4942528735632184,0.4942528735632184,0.0,6064,0.6046511627906976,0.6046511627906976,0.0,6006,0.5416666666666665,0.5416666666666665,0.0,6061,MLPClassifier,,,,,,,tanh,"(75, 15)",invscaling,500000.0,sgd
0.20308279991149902,0.0,0.0099349021911621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4901960784313725,0.4901960784313725,0.0,6113,0.4942528735632184,0.4942528735632184,0.0,6064,0.5813953488372093,0.5813953488372093,0.0,6016,0.5319148936170213,0.5319148936170213,0.0,6070,MLPClassifier,,,,,,,relu,"(80, 100, 80)",invscaling,500000.0,sgd
0.38085317611694336,0.0,0.0083677768707275,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4888888888888889,0.4888888888888889,0.0,6114,0.4942528735632184,0.4942528735632184,0.0,6064,0.5116279069767442,0.5116279069767442,0.0,6058,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,tanh,"(60, 75)",invscaling,500000.0,sgd
0.14002203941345215,0.0,0.0098419189453125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4942528735632184,0.4942528735632184,0.0,6064,0.4883720930232558,0.4883720930232558,0.0,6071,0.4883720930232558,0.4883720930232558,0.0,6105,MLPClassifier,,,,,,,relu,"(60, 20, 60)",invscaling,500000.0,sgd
0.11387896537780762,0.0,0.0088510513305664,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4942528735632184,0.4942528735632184,0.0,6064,0.4883720930232558,0.4883720930232558,0.0,6071,0.4883720930232558,0.4883720930232558,0.0,6105,MLPClassifier,,,,,,,relu,"(60, 60, 20)",invscaling,500000.0,sgd
0.5080251693725586,0.0,0.0164570808410644,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4857142857142857,0.4857142857142857,0.0,6140,0.4942528735632184,0.4942528735632184,0.0,6064,0.3953488372093023,0.3953488372093023,0.0,6116,0.4358974358974358,0.4358974358974358,0.0,6135,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",invscaling,500000.0,sgd
0.35489702224731445,0.0,0.0088028907775878,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4827586206896552,0.4827586206896552,0.0,6145,0.4942528735632184,0.4942528735632184,0.0,6064,0.3255813953488372,0.3255813953488372,0.0,6155,0.3888888888888889,0.3888888888888889,0.0,6172,MLPClassifier,,,,,,,relu,"(30, 15)",invscaling,500000.0,sgd
272.360.897.064.209,0.0,0.0113499164581298,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.48,0.48,0.0,6170,0.4942528735632184,0.4942528735632184,0.0,6064,0.2790697674418604,0.2790697674418604,0.0,6176,0.3529411764705881,0.3529411764705881,0.0,6184,MLPClassifier,,,,,,,identity,"(60, 20, 20)",invscaling,500000.0,sgd
0.9611232280731201,0.0,0.0168938636779785,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4942528735632184,0.4942528735632184,0.0,6064,0.2325581395348837,0.2325581395348837,0.0,6194,0.3125,0.3125,0.0,6201,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",invscaling,500000.0,sgd
27.650.649.547.576.900,0.0,0.01039719581604,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4705882352941176,0.4705882352941176,0.0,6193,0.4942528735632184,0.4942528735632184,0.0,6064,0.1860465116279069,0.1860465116279069,0.0,6213,0.2666666666666666,0.2666666666666666,0.0,6218,MLPClassifier,,,,,,,identity,"(100, 60, 100)",invscaling,500000.0,sgd
0.12885093688964844,0.0,0.0100460052490234,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4666666666666667,0.4666666666666667,0.0,6198,0.4942528735632184,0.4942528735632184,0.0,6064,0.1627906976744186,0.1627906976744186,0.0,6222,0.2413793103448276,0.2413793103448276,0.0,6224,MLPClassifier,,,,,,,relu,"(100, 20, 60)",invscaling,500000.0,sgd
18.601.491.451.263.400,0.0,0.01127290725708,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4444444444444444,0.4444444444444444,0.0,6226,0.4942528735632184,0.4942528735632184,0.0,6064,0.0930232558139534,0.0930232558139534,0.0,6241,0.1538461538461538,0.1538461538461538,0.0,6247,MLPClassifier,,,,,,,identity,"(45, 60)",invscaling,500000.0,sgd
0.13829398155212402,0.0,0.0086419582366943,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4444444444444444,0.4444444444444444,0.0,6226,0.4942528735632184,0.4942528735632184,0.0,6064,0.0930232558139534,0.0930232558139534,0.0,6241,0.1538461538461538,0.1538461538461538,0.0,6247,MLPClassifier,,,,,,,tanh,60,invscaling,500000.0,sgd
15.137.841.701.507.500,0.0,0.0106229782104492,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4285714285714285,0.4285714285714285,0.0,6244,0.4942528735632184,0.4942528735632184,0.0,6064,0.0697674418604651,0.0697674418604651,0.0,6251,0.12,0.12,0.0,6261,MLPClassifier,,,,,,,identity,"(15, 60)",invscaling,500000.0,sgd
0.17968392372131348,0.0,0.0089681148529052,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4285714285714285,0.4285714285714285,0.0,6244,0.4942528735632184,0.4942528735632184,0.0,6064,0.0697674418604651,0.0697674418604651,0.0,6251,0.12,0.12,0.0,6261,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",invscaling,500000.0,sgd
0.28415894508361816,0.0,0.009080171585083,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4,0.4,0.0,6259,0.4942528735632184,0.4942528735632184,0.0,6064,0.0465116279069767,0.0465116279069767,0.0,6266,0.0833333333333333,0.0833333333333333,0.0,6281,MLPClassifier,,,,,,,relu,"(100, 80, 20)",invscaling,500000.0,sgd
0.987933874130249,0.0,0.0125150680541992,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3333333333333333,0.3333333333333333,0.0,6282,0.4942528735632184,0.4942528735632184,0.0,6064,0.0232558139534883,0.0232558139534883,0.0,6284,0.0434782608695652,0.0434782608695652,0.0,6292,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",invscaling,500000.0,sgd
0.1648540496826172,0.0,0.0090851783752441,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3333333333333333,0.3333333333333333,0.0,6282,0.4942528735632184,0.4942528735632184,0.0,6064,0.0232558139534883,0.0232558139534883,0.0,6284,0.0434782608695652,0.0434782608695652,0.0,6292,MLPClassifier,,,,,,,relu,"(40, 80, 60)",invscaling,500000.0,sgd
0.04242134094238281,0.0,0.0096368789672851,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,95,invscaling,500000.0,sgd
0.12405014038085938,0.0,0.0108847618103027,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 75)",constant,500000.0,sgd
0.25656700134277344,0.0,0.0090229511260986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 45)",adaptive,500000.0,sgd
0.31647610664367676,0.0,0.0096819400787353,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",constant,500000.0,sgd
16.454.439.163.208.000,0.0,0.0101139545440673,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",invscaling,500000.0,sgd
0.5507760047912598,0.0,0.0095829963684082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,85,invscaling,500000.0,sgd
0.19435596466064453,0.0,0.0090632438659667,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(100, 40, 60)",invscaling,500000.0,sgd
0.20681190490722656,0.0,0.0084421634674072,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,logistic,"(15, 45)",adaptive,500000.0,sgd
0.17347478866577148,0.0,0.0086362361907958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,logistic,"(45, 30)",constant,500000.0,sgd
0.3555886745452881,0.0,0.0176301002502441,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,logistic,"(60, 30)",adaptive,500000.0,sgd
0.03984785079956055,0.0,0.0100691318511962,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,tanh,10,invscaling,500000.0,sgd
0.13240575790405273,0.0,0.0093731880187988,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",invscaling,500000.0,sgd
0.0945580005645752,0.0,0.0087499618530273,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,relu,"(45, 15)",invscaling,500000.0,sgd
0.15735411643981934,0.0,0.0092170238494873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,relu,"(80, 40, 100)",invscaling,500000.0,sgd
0.019525766372680664,0.0,0.0075471401214599,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4880952380952381,0.4880952380952381,0.0,6124,0.4827586206896552,0.4827586206896552,0.0,6346,0.9534883720930232,0.9534883720930232,0.0,2739,0.6456692913385826,0.6456692913385826,0.0,5851,MLPClassifier,,,,,,,logistic,20,invscaling,500000.0,sgd
0.3301372528076172,0.0,0.0081949234008789,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4880952380952381,0.4880952380952381,0.0,6124,0.4827586206896552,0.4827586206896552,0.0,6346,0.9534883720930232,0.9534883720930232,0.0,2739,0.6456692913385826,0.6456692913385826,0.0,5851,MLPClassifier,,,,,,,logistic,"(45, 75)",adaptive,500000.0,sgd
0.257861852645874,0.0,0.0082051753997802,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4880952380952381,0.4880952380952381,0.0,6124,0.4827586206896552,0.4827586206896552,0.0,6346,0.9534883720930232,0.9534883720930232,0.0,2739,0.6456692913385826,0.6456692913385826,0.0,5851,MLPClassifier,,,,,,,tanh,"(30, 75)",invscaling,500000.0,sgd
0.22032499313354492,0.0,0.0111598968505859,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4880952380952381,0.4880952380952381,0.0,6124,0.4827586206896552,0.4827586206896552,0.0,6346,0.9534883720930232,0.9534883720930232,0.0,2739,0.6456692913385826,0.6456692913385826,0.0,5851,MLPClassifier,,,,,,,relu,"(40, 100, 80)",invscaling,500000.0,sgd
0.9496798515319824,0.0,0.0110731124877929,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4878048780487805,0.4878048780487805,0.0,6128,0.4827586206896552,0.4827586206896552,0.0,6346,0.9302325581395348,0.9302325581395348,0.0,3215,0.64,0.64,0.0,5875,MLPClassifier,,,,,,,identity,10,invscaling,500000.0,sgd
22.110.228.538.513.100,0.0,0.0099291801452636,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4878048780487805,0.4878048780487805,0.0,6128,0.4827586206896552,0.4827586206896552,0.0,6346,0.9302325581395348,0.9302325581395348,0.0,3215,0.64,0.64,0.0,5875,MLPClassifier,,,,,,,identity,"(80, 80, 80)",invscaling,500000.0,sgd
0.21886277198791504,0.0,0.0143542289733886,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4878048780487805,0.4878048780487805,0.0,6128,0.4827586206896552,0.4827586206896552,0.0,6346,0.9302325581395348,0.9302325581395348,0.0,3215,0.64,0.64,0.0,5875,MLPClassifier,,,,,,,logistic,"(90, 45)",constant,500000.0,sgd
0.15851807594299316,0.0,0.0083498954772949,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4878048780487805,0.4878048780487805,0.0,6128,0.4827586206896552,0.4827586206896552,0.0,6346,0.9302325581395348,0.9302325581395348,0.0,3215,0.64,0.64,0.0,5875,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",constant,500000.0,sgd
0.32065367698669434,0.0,0.0091230869293212,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4878048780487805,0.4878048780487805,0.0,6128,0.4827586206896552,0.4827586206896552,0.0,6346,0.9302325581395348,0.9302325581395348,0.0,3215,0.64,0.64,0.0,5875,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",invscaling,500000.0,sgd
0.5302309989929199,0.0,0.0120878219604492,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4875,0.4875,0.0,6133,0.4827586206896552,0.4827586206896552,0.0,6346,0.9069767441860463,0.9069767441860463,0.0,3336,0.6341463414634146,0.6341463414634146,0.0,5895,MLPClassifier,,,,,,,logistic,"(90, 45)",adaptive,500000.0,sgd
0.7143089771270752,0.0,0.0095679759979248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4875,0.4875,0.0,6133,0.4827586206896552,0.4827586206896552,0.0,6346,0.9069767441860463,0.9069767441860463,0.0,3336,0.6341463414634146,0.6341463414634146,0.0,5895,MLPClassifier,,,,,,,relu,"(80, 80, 20)",invscaling,500000.0,sgd
0.18092012405395508,0.0,0.0083599090576171,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4871794871794871,0.4871794871794871,0.0,6135,0.4827586206896552,0.4827586206896552,0.0,6346,0.8837209302325582,0.8837209302325582,0.0,3367,0.628099173553719,0.628099173553719,0.0,5914,MLPClassifier,,,,,,,relu,"(75, 60)",invscaling,500000.0,sgd
0.10785698890686035,0.0,0.0101008415222167,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4871794871794871,0.4871794871794871,0.0,6135,0.4827586206896552,0.4827586206896552,0.0,6346,0.8837209302325582,0.8837209302325582,0.0,3367,0.628099173553719,0.628099173553719,0.0,5914,MLPClassifier,,,,,,,relu,"(20, 60, 80)",invscaling,500000.0,sgd
16.994.109.153.747.500,0.0,0.0097348690032958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4864864864864865,0.4864864864864865,0.0,6137,0.4827586206896552,0.4827586206896552,0.0,6346,0.8372093023255814,0.8372093023255814,0.0,3657,0.6153846153846154,0.6153846153846154,0.0,5941,MLPClassifier,,,,,,,identity,"(60, 60, 80)",invscaling,500000.0,sgd
0.026237010955810547,0.0,0.0076439380645751,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4864864864864865,0.4864864864864865,0.0,6137,0.4827586206896552,0.4827586206896552,0.0,6346,0.8372093023255814,0.8372093023255814,0.0,3657,0.6153846153846154,0.6153846153846154,0.0,5941,MLPClassifier,,,,,,,logistic,"(15, 30)",constant,500000.0,sgd
0.16514277458190918,0.0,0.0090961456298828,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4864864864864865,0.4864864864864865,0.0,6137,0.4827586206896552,0.4827586206896552,0.0,6346,0.8372093023255814,0.8372093023255814,0.0,3657,0.6153846153846154,0.6153846153846154,0.0,5941,MLPClassifier,,,,,,,relu,"(20, 100, 20)",invscaling,500000.0,sgd
0.09569787979125977,0.0,0.0081501007080078,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4857142857142857,0.4857142857142857,0.0,6140,0.4827586206896552,0.4827586206896552,0.0,6346,0.7906976744186046,0.7906976744186046,0.0,4827,0.6017699115044247,0.6017699115044247,0.0,5968,MLPClassifier,,,,,,,relu,"(60, 45)",invscaling,500000.0,sgd
0.5389502048492432,0.0,0.0155129432678222,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.484375,0.484375,0.0,6142,0.4827586206896552,0.4827586206896552,0.0,6346,0.7209302325581395,0.7209302325581395,0.0,5439,0.5794392523364486,0.5794392523364486,0.0,6005,MLPClassifier,,,,,,,tanh,"(90, 60)",invscaling,500000.0,sgd
0.22807002067565918,0.0,0.0080451965332031,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4833333333333333,0.4833333333333333,0.0,6143,0.4827586206896552,0.4827586206896552,0.0,6346,0.6744186046511628,0.6744186046511628,0.0,5890,0.5631067961165049,0.5631067961165049,0.0,6027,MLPClassifier,,,,,,,tanh,"(45, 60)",invscaling,500000.0,sgd
0.12286090850830078,0.0,0.0095341205596923,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4833333333333333,0.4833333333333333,0.0,6143,0.4827586206896552,0.4827586206896552,0.0,6346,0.6744186046511628,0.6744186046511628,0.0,5890,0.5631067961165049,0.5631067961165049,0.0,6027,MLPClassifier,,,,,,,relu,"(100, 40, 40)",invscaling,500000.0,sgd
0.138077974319458,0.0,0.008491039276123,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4821428571428571,0.4821428571428571,0.0,6159,0.4827586206896552,0.4827586206896552,0.0,6346,0.627906976744186,0.627906976744186,0.0,5984,0.5454545454545454,0.5454545454545454,0.0,6055,MLPClassifier,,,,,,,relu,"(45, 75)",invscaling,500000.0,sgd
0.18243622779846191,0.0,0.0081441402435302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4814814814814814,0.4814814814814814,0.0,6164,0.4827586206896552,0.4827586206896552,0.0,6346,0.6046511627906976,0.6046511627906976,0.0,6006,0.5360824742268042,0.5360824742268042,0.0,6064,MLPClassifier,,,,,,,tanh,85,invscaling,500000.0,sgd
0.14084601402282715,0.0,0.0112888813018798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.48,0.48,0.0,6170,0.4827586206896552,0.4827586206896552,0.0,6346,0.5581395348837209,0.5581395348837209,0.0,6034,0.5161290322580644,0.5161290322580644,0.0,6085,MLPClassifier,,,,,,,logistic,"(60, 45)",constant,500000.0,sgd
0.11500215530395508,0.0,0.0100109577178955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4772727272727273,0.4772727272727273,0.0,6174,0.4827586206896552,0.4827586206896552,0.0,6346,0.4883720930232558,0.4883720930232558,0.0,6071,0.4827586206896552,0.4827586206896552,0.0,6110,MLPClassifier,,,,,,,logistic,"(45, 90)",constant,500000.0,sgd
0.29471516609191895,0.0,0.0151739120483398,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4827586206896552,0.4827586206896552,0.0,6346,0.4651162790697674,0.4651162790697674,0.0,6083,0.4705882352941176,0.4705882352941176,0.0,6119,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",invscaling,500000.0,sgd
0.6281931400299072,0.0,0.0091168880462646,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4722222222222222,0.4722222222222222,0.0,6191,0.4827586206896552,0.4827586206896552,0.0,6346,0.3953488372093023,0.3953488372093023,0.0,6116,0.430379746835443,0.430379746835443,0.0,6140,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",invscaling,500000.0,sgd
0.5273928642272949,0.0,0.0094809532165527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.46875,0.46875,0.0,6195,0.4827586206896552,0.4827586206896552,0.0,6346,0.3488372093023256,0.3488372093023256,0.0,6145,0.4000000000000001,0.4000000000000001,0.0,6157,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",invscaling,500000.0,sgd
0.30101990699768066,0.0,0.0076520442962646,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4545454545454545,0.4545454545454545,0.0,6209,0.4827586206896552,0.4827586206896552,0.0,6346,0.2325581395348837,0.2325581395348837,0.0,6194,0.3076923076923076,0.3076923076923076,0.0,6203,MLPClassifier,,,,,,,relu,"(60, 60, 100)",invscaling,500000.0,sgd
0.0809640884399414,0.0,0.0096261501312255,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.45,0.45,0.0,6219,0.4827586206896552,0.4827586206896552,0.0,6346,0.2093023255813953,0.2093023255813953,0.0,6198,0.2857142857142857,0.2857142857142857,0.0,6211,MLPClassifier,,,,,,,relu,"(20, 60, 20)",invscaling,500000.0,sgd
0.15114593505859375,0.0,0.0098612308502197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.45,0.45,0.0,6219,0.4827586206896552,0.4827586206896552,0.0,6346,0.2093023255813953,0.2093023255813953,0.0,6198,0.2857142857142857,0.2857142857142857,0.0,6211,MLPClassifier,,,,,,,relu,"(80, 60, 80)",invscaling,500000.0,sgd
0.06198287010192871,0.0,0.0116729736328125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4166666666666667,0.4166666666666667,0.0,6254,0.4827586206896552,0.4827586206896552,0.0,6346,0.1162790697674418,0.1162790697674418,0.0,6235,0.1818181818181818,0.1818181818181818,0.0,6239,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",constant,500000.0,sgd
0.5529708862304688,0.0,0.0088560581207275,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4,0.4,0.0,6259,0.4827586206896552,0.4827586206896552,0.0,6346,0.0930232558139534,0.0930232558139534,0.0,6241,0.1509433962264151,0.1509433962264151,0.0,6249,MLPClassifier,,,,,,,tanh,"(75, 45)",invscaling,500000.0,sgd
0.21733498573303223,0.0,0.0100119113922119,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4,0.4,0.0,6259,0.4827586206896552,0.4827586206896552,0.0,6346,0.0930232558139534,0.0930232558139534,0.0,6241,0.1509433962264151,0.1509433962264151,0.0,6249,MLPClassifier,,,,,,,relu,"(100, 100, 40)",invscaling,500000.0,sgd
0.13737988471984863,0.0,0.0100030899047851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.375,0.375,0.0,6271,0.4827586206896552,0.4827586206896552,0.0,6346,0.0697674418604651,0.0697674418604651,0.0,6251,0.1176470588235294,0.1176470588235294,0.0,6263,MLPClassifier,,,,,,,tanh,"(60, 15)",invscaling,500000.0,sgd
0.46624302864074707,0.0,0.0090069770812988,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.375,0.375,0.0,6271,0.4827586206896552,0.4827586206896552,0.0,6346,0.0697674418604651,0.0697674418604651,0.0,6251,0.1176470588235294,0.1176470588235294,0.0,6263,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",invscaling,500000.0,sgd
0.20331192016601562,0.0,0.0087060928344726,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4827586206896552,0.4827586206896552,0.0,6346,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",constant,500000.0,sgd
0.11462712287902832,0.0,0.0088748931884765,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4827586206896552,0.4827586206896552,0.0,6346,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(40, 20, 40)",invscaling,500000.0,sgd
0.04525589942932129,0.0,0.0098540782928466,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,55,invscaling,500000.0,sgd
0.0707099437713623,0.0,0.0079998970031738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,85,invscaling,500000.0,sgd
0.18890094757080078,0.0,0.0082519054412841,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(15, 30)",adaptive,500000.0,sgd
0.3068349361419678,0.0,0.0085229873657226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(30, 90)",adaptive,500000.0,sgd
0.0735931396484375,0.0,0.0095698833465576,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(60, 90)",invscaling,500000.0,sgd
0.1762847900390625,0.0,0.008768081665039,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",constant,500000.0,sgd
0.13481497764587402,0.0,0.0084819793701171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",constant,500000.0,sgd
0.12648916244506836,0.0,0.0128629207611083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",constant,500000.0,sgd
0.37920594215393066,0.0,0.0084412097930908,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",adaptive,500000.0,sgd
13.129.401.206.970.200,0.0,0.0132360458374023,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",invscaling,500000.0,sgd
0.09287118911743164,0.0,0.0085847377777099,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,relu,"(20, 40, 40)",invscaling,500000.0,sgd
0.12286901473999023,0.0,0.0128328800201416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,relu,"(20, 100, 80)",invscaling,500000.0,sgd
0.1310107707977295,0.0,0.0076038837432861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,relu,"(60, 20, 100)",invscaling,500000.0,sgd
0.5273520946502686,0.0,0.0133848190307617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4819277108433735,0.4819277108433735,0.0,6160,0.4712643678160919,0.4712643678160919,0.0,6390,0.9302325581395348,0.9302325581395348,0.0,3215,0.6349206349206349,0.6349206349206349,0.0,5891,MLPClassifier,,,,,,,identity,40,invscaling,500000.0,sgd
0.2898569107055664,0.0,0.0090613365173339,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4819277108433735,0.4819277108433735,0.0,6160,0.4712643678160919,0.4712643678160919,0.0,6390,0.9302325581395348,0.9302325581395348,0.0,3215,0.6349206349206349,0.6349206349206349,0.0,5891,MLPClassifier,,,,,,,logistic,"(45, 90)",adaptive,500000.0,sgd
0.1919870376586914,0.0,0.0090639591217041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4819277108433735,0.4819277108433735,0.0,6160,0.4712643678160919,0.4712643678160919,0.0,6390,0.9302325581395348,0.9302325581395348,0.0,3215,0.6349206349206349,0.6349206349206349,0.0,5891,MLPClassifier,,,,,,,relu,"(60, 100, 60)",invscaling,500000.0,sgd
0.10373401641845703,0.0,0.0096738338470458,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4819277108433735,0.4819277108433735,0.0,6160,0.4712643678160919,0.4712643678160919,0.0,6390,0.9302325581395348,0.9302325581395348,0.0,3215,0.6349206349206349,0.6349206349206349,0.0,5891,MLPClassifier,,,,,,,relu,"(100, 20, 100)",invscaling,500000.0,sgd
0.12007594108581543,0.0,0.0094931125640869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4814814814814814,0.4814814814814814,0.0,6164,0.4712643678160919,0.4712643678160919,0.0,6390,0.9069767441860463,0.9069767441860463,0.0,3336,0.6290322580645161,0.6290322580645161,0.0,5909,MLPClassifier,,,,,,,logistic,"(60, 75)",constant,500000.0,sgd
0.13532590866088867,0.0,0.0087628364562988,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4814814814814814,0.4814814814814814,0.0,6164,0.4712643678160919,0.4712643678160919,0.0,6390,0.9069767441860463,0.9069767441860463,0.0,3336,0.6290322580645161,0.6290322580645161,0.0,5909,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",constant,500000.0,sgd
0.1368730068206787,0.0,0.0127041339874267,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4814814814814814,0.4814814814814814,0.0,6164,0.4712643678160919,0.4712643678160919,0.0,6390,0.9069767441860463,0.9069767441860463,0.0,3336,0.6290322580645161,0.6290322580645161,0.0,5909,MLPClassifier,,,,,,,relu,"(60, 20, 40)",invscaling,500000.0,sgd
0.11971616744995117,0.0,0.0090267658233642,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4810126582278481,0.4810126582278481,0.0,6168,0.4712643678160919,0.4712643678160919,0.0,6390,0.8837209302325582,0.8837209302325582,0.0,3367,0.6229508196721312,0.6229508196721312,0.0,5928,MLPClassifier,,,,,,,relu,"(60, 40, 40)",invscaling,500000.0,sgd
11.762.819.290.161.100,0.0,0.0111310482025146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4805194805194805,0.4805194805194805,0.0,6169,0.4712643678160919,0.4712643678160919,0.0,6390,0.8604651162790697,0.8604651162790697,0.0,3618,0.6166666666666667,0.6166666666666667,0.0,5940,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",invscaling,500000.0,sgd
11.449.940.204.620.300,0.0,0.0087449550628662,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.48,0.48,0.0,6170,0.4712643678160919,0.4712643678160919,0.0,6390,0.8372093023255814,0.8372093023255814,0.0,3657,0.6101694915254237,0.6101694915254237,0.0,5955,MLPClassifier,,,,,,,identity,"(20, 40, 80)",invscaling,500000.0,sgd
29.570.391.178.131.100,0.0,0.0111417770385742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4788732394366197,0.4788732394366197,0.0,6173,0.4712643678160919,0.4712643678160919,0.0,6390,0.7906976744186046,0.7906976744186046,0.0,4827,0.5964912280701755,0.5964912280701755,0.0,5979,MLPClassifier,,,,,,,identity,"(15, 45)",invscaling,500000.0,sgd
2.774.775.981.903.070,0.0,0.0099411010742187,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4754098360655737,0.4754098360655737,0.0,6181,0.4712643678160919,0.4712643678160919,0.0,6390,0.6744186046511628,0.6744186046511628,0.0,5890,0.5576923076923077,0.5576923076923077,0.0,6034,MLPClassifier,,,,,,,identity,"(20, 40, 20)",invscaling,500000.0,sgd
0.4826838970184326,0.0,0.0096440315246582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4745762711864407,0.4745762711864407,0.0,6183,0.4712643678160919,0.4712643678160919,0.0,6390,0.6511627906976745,0.6511627906976745,0.0,5953,0.5490196078431372,0.5490196078431372,0.0,6050,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",invscaling,500000.0,sgd
0.31351208686828613,0.0,0.0094850063323974,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4745762711864407,0.4745762711864407,0.0,6183,0.4712643678160919,0.4712643678160919,0.0,6390,0.6511627906976745,0.6511627906976745,0.0,5953,0.5490196078431372,0.5490196078431372,0.0,6050,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",invscaling,500000.0,sgd
0.9508302211761475,0.0,0.0096380710601806,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4727272727272727,0.4727272727272727,0.0,6190,0.4712643678160919,0.4712643678160919,0.0,6390,0.6046511627906976,0.6046511627906976,0.0,6006,0.5306122448979591,0.5306122448979591,0.0,6074,MLPClassifier,,,,,,,identity,"(20, 100, 20)",invscaling,500000.0,sgd
0.4531099796295166,0.0,0.0087988376617431,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4594594594594595,0.4594594594594595,0.0,6207,0.4712643678160919,0.4712643678160919,0.0,6390,0.3953488372093023,0.3953488372093023,0.0,6116,0.425,0.425,0.0,6144,MLPClassifier,,,,,,,tanh,100,invscaling,500000.0,sgd
0.28635430335998535,0.0,0.0096948146820068,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4545454545454545,0.4545454545454545,0.0,6209,0.4712643678160919,0.4712643678160919,0.0,6390,0.3488372093023256,0.3488372093023256,0.0,6145,0.3947368421052631,0.3947368421052631,0.0,6165,MLPClassifier,,,,,,,logistic,"(30, 45)",adaptive,500000.0,sgd
0.25953221321105957,0.0,0.0092339515686035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4516129032258064,0.4516129032258064,0.0,6216,0.4712643678160919,0.4712643678160919,0.0,6390,0.3255813953488372,0.3255813953488372,0.0,6155,0.3783783783783784,0.3783783783783784,0.0,6178,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",invscaling,500000.0,sgd
0.11834192276000977,0.0,0.0083341598510742,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.44,0.44,0.0,6236,0.4712643678160919,0.4712643678160919,0.0,6390,0.2558139534883721,0.2558139534883721,0.0,6186,0.3235294117647059,0.3235294117647059,0.0,6195,MLPClassifier,,,,,,,relu,"(60, 15)",invscaling,500000.0,sgd
0.7415778636932373,0.0,0.0165779590606689,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4285714285714285,0.4285714285714285,0.0,6244,0.4712643678160919,0.4712643678160919,0.0,6390,0.2093023255813953,0.2093023255813953,0.0,6198,0.28125,0.28125,0.0,6213,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",invscaling,500000.0,sgd
0.24741196632385254,0.0,0.0090110301971435,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.2857142857142857,0.2857142857142857,0.0,6289,0.4712643678160919,0.4712643678160919,0.0,6390,0.0465116279069767,0.0465116279069767,0.0,6266,0.08,0.08,0.0,6282,MLPClassifier,,,,,,,relu,"(60, 40, 100)",invscaling,500000.0,sgd
0.18048977851867676,0.0,0.0077960491180419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4597701149425287,0.4597701149425287,0.0,6424,0.9302325581395348,0.9302325581395348,0.0,3215,0.6299212598425197,0.6299212598425197,0.0,5905,MLPClassifier,,,,,,,logistic,"(30, 30)",constant,500000.0,sgd
0.06811022758483887,0.0,0.0101497173309326,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4597701149425287,0.4597701149425287,0.0,6424,0.9302325581395348,0.9302325581395348,0.0,3215,0.6299212598425197,0.6299212598425197,0.0,5905,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",constant,500000.0,sgd
0.11170387268066406,0.0,0.0090160369873046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4597701149425287,0.4597701149425287,0.0,6424,0.9302325581395348,0.9302325581395348,0.0,3215,0.6299212598425197,0.6299212598425197,0.0,5905,MLPClassifier,,,,,,,relu,"(20, 20, 80)",invscaling,500000.0,sgd
0.1186668872833252,0.0,0.0087409019470214,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4597701149425287,0.4597701149425287,0.0,6424,0.9302325581395348,0.9302325581395348,0.0,3215,0.6299212598425197,0.6299212598425197,0.0,5905,MLPClassifier,,,,,,,relu,"(40, 60, 80)",invscaling,500000.0,sgd
0.3693230152130127,0.0,0.0107369422912597,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.475,0.475,0.0,6182,0.4597701149425287,0.4597701149425287,0.0,6424,0.8837209302325582,0.8837209302325582,0.0,3367,0.6178861788617886,0.6178861788617886,0.0,5933,MLPClassifier,,,,,,,logistic,"(45, 45)",adaptive,500000.0,sgd
0.08741307258605957,0.0,0.0094728469848632,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4743589743589743,0.4743589743589743,0.0,6185,0.4597701149425287,0.4597701149425287,0.0,6424,0.8604651162790697,0.8604651162790697,0.0,3618,0.6115702479338844,0.6115702479338844,0.0,5949,MLPClassifier,,,,,,,logistic,"(15, 75)",constant,500000.0,sgd
0.13852334022521973,0.0,0.0120477676391601,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4743589743589743,0.4743589743589743,0.0,6185,0.4597701149425287,0.4597701149425287,0.0,6424,0.8604651162790697,0.8604651162790697,0.0,3618,0.6115702479338844,0.6115702479338844,0.0,5949,MLPClassifier,,,,,,,relu,"(40, 40, 80)",invscaling,500000.0,sgd
0.09615778923034668,0.0,0.0087361335754394,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4743589743589743,0.4743589743589743,0.0,6185,0.4597701149425287,0.4597701149425287,0.0,6424,0.8604651162790697,0.8604651162790697,0.0,3618,0.6115702479338844,0.6115702479338844,0.0,5949,MLPClassifier,,,,,,,relu,"(80, 20, 80)",invscaling,500000.0,sgd
1.218.803.882.598.870,0.0,0.009261131286621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4736842105263157,0.4736842105263157,0.0,6188,0.4597701149425287,0.4597701149425287,0.0,6424,0.8372093023255814,0.8372093023255814,0.0,3657,0.6050420168067226,0.6050420168067226,0.0,5964,MLPClassifier,,,,,,,identity,"(60, 75)",invscaling,500000.0,sgd
0.13136792182922363,0.0,0.0084719657897949,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4729729729729729,0.4729729729729729,0.0,6189,0.4597701149425287,0.4597701149425287,0.0,6424,0.813953488372093,0.813953488372093,0.0,3937,0.5982905982905984,0.5982905982905984,0.0,5975,MLPClassifier,,,,,,,relu,100,invscaling,500000.0,sgd
0.12654900550842285,0.0,0.0079219341278076,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4714285714285714,0.4714285714285714,0.0,6192,0.4597701149425287,0.4597701149425287,0.0,6424,0.7674418604651163,0.7674418604651163,0.0,5116,0.5840707964601769,0.5840707964601769,0.0,5998,MLPClassifier,,,,,,,tanh,70,invscaling,500000.0,sgd
0.5338549613952637,0.0,0.0087499618530273,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.46875,0.46875,0.0,6195,0.4597701149425287,0.4597701149425287,0.0,6424,0.6976744186046512,0.6976744186046512,0.0,5651,0.5607476635514019,0.5607476635514019,0.0,6030,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",invscaling,500000.0,sgd
0.14607000350952148,0.0,0.0094659328460693,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4677419354838709,0.4677419354838709,0.0,6197,0.4597701149425287,0.4597701149425287,0.0,6424,0.6744186046511628,0.6744186046511628,0.0,5890,0.5523809523809524,0.5523809523809524,0.0,6042,MLPClassifier,,,,,,,relu,"(100, 40, 100)",invscaling,500000.0,sgd
0.665809154510498,0.0,0.0090498924255371,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4444444444444444,0.4444444444444444,0.0,6226,0.4597701149425287,0.4597701149425287,0.0,6424,0.3720930232558139,0.3720930232558139,0.0,6137,0.4050632911392404,0.4050632911392404,0.0,6156,MLPClassifier,,,,,,,tanh,"(60, 90)",invscaling,500000.0,sgd
0.142913818359375,0.0,0.0095589160919189,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4230769230769231,0.4230769230769231,0.0,6252,0.4597701149425287,0.4597701149425287,0.0,6424,0.2558139534883721,0.2558139534883721,0.0,6186,0.3188405797101449,0.3188405797101449,0.0,6197,MLPClassifier,,,,,,,relu,"(20, 80, 100)",invscaling,500000.0,sgd
0.2902231216430664,0.0,0.0079457759857177,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.1666666666666666,0.1666666666666666,0.0,6293,0.4597701149425287,0.4597701149425287,0.0,6424,0.0232558139534883,0.0232558139534883,0.0,6284,0.0408163265306122,0.0408163265306122,0.0,6294,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",invscaling,500000.0,sgd
0.05672717094421387,0.0,0.008603811264038,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4691358024691358,0.4691358024691358,0.0,6194,0.4482758620689655,0.4482758620689655,0.0,6440,0.8837209302325582,0.8837209302325582,0.0,3367,0.6129032258064515,0.6129032258064515,0.0,5946,MLPClassifier,,,,,,,tanh,5,invscaling,500000.0,sgd
0.17015600204467773,0.0,0.0083138942718505,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4666666666666667,0.4666666666666667,0.0,6198,0.4482758620689655,0.4482758620689655,0.0,6440,0.813953488372093,0.813953488372093,0.0,3937,0.5932203389830508,0.5932203389830508,0.0,5988,MLPClassifier,,,,,,,tanh,"(45, 75)",invscaling,500000.0,sgd
12.001.519.203.186.000,0.0,0.0107378959655761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4657534246575342,0.4657534246575342,0.0,6200,0.4482758620689655,0.4482758620689655,0.0,6440,0.7906976744186046,0.7906976744186046,0.0,4827,0.5862068965517241,0.5862068965517241,0.0,5995,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",invscaling,500000.0,sgd
0.09671497344970703,0.0,0.0094561576843261,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4626865671641791,0.4626865671641791,0.0,6203,0.4482758620689655,0.4482758620689655,0.0,6440,0.7209302325581395,0.7209302325581395,0.0,5439,0.5636363636363636,0.5636363636363636,0.0,6025,MLPClassifier,,,,,,,relu,"(80, 20, 20)",invscaling,500000.0,sgd
0.15921998023986816,0.0,0.0092439651489257,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4603174603174603,0.4603174603174603,0.0,6206,0.4482758620689655,0.4482758620689655,0.0,6440,0.6744186046511628,0.6744186046511628,0.0,5890,0.5471698113207547,0.5471698113207547,0.0,6054,MLPClassifier,,,,,,,relu,"(60, 100, 20)",invscaling,500000.0,sgd
10.300.548.076.629.600,0.0,0.0095300674438476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4468085106382978,0.4468085106382978,0.0,6222,0.4482758620689655,0.4482758620689655,0.0,6440,0.4883720930232558,0.4883720930232558,0.0,6071,0.4666666666666666,0.4666666666666666,0.0,6120,MLPClassifier,,,,,,,identity,"(75, 90)",invscaling,500000.0,sgd
0.26903700828552246,0.0,0.0125269889831542,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4418604651162791,0.4418604651162791,0.0,6232,0.4482758620689655,0.4482758620689655,0.0,6440,0.4418604651162791,0.4418604651162791,0.0,6097,0.4418604651162791,0.4418604651162791,0.0,6129,MLPClassifier,,,,,,,relu,"(40, 100, 100)",invscaling,500000.0,sgd
0.8749990463256836,0.0,0.0111770629882812,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4390243902439024,0.4390243902439024,0.0,6238,0.4482758620689655,0.4482758620689655,0.0,6440,0.4186046511627907,0.4186046511627907,0.0,6108,0.4285714285714286,0.4285714285714286,0.0,6141,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",invscaling,500000.0,sgd
0.5607428550720215,0.0,0.0094368457794189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4285714285714285,0.4285714285714285,0.0,6244,0.4482758620689655,0.4482758620689655,0.0,6440,0.3488372093023256,0.3488372093023256,0.0,6145,0.3846153846153846,0.3846153846153846,0.0,6173,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",invscaling,500000.0,sgd
0.07331085205078125,0.0,0.0071229934692382,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4137931034482758,0.4137931034482758,0.0,6256,0.4482758620689655,0.4482758620689655,0.0,6440,0.2790697674418604,0.2790697674418604,0.0,6176,0.3333333333333333,0.3333333333333333,0.0,6192,MLPClassifier,,,,,,,tanh,20,invscaling,500000.0,sgd
4.762.527.942.657.470,0.0,0.0092391967773437,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3333333333333333,0.3333333333333333,0.0,6282,0.4482758620689655,0.4482758620689655,0.0,6440,0.1162790697674418,0.1162790697674418,0.0,6235,0.1724137931034483,0.1724137931034483,0.0,6240,MLPClassifier,,,,,,,identity,"(80, 40, 100)",invscaling,500000.0,sgd
0.29978013038635254,0.0,0.0086638927459716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.2727272727272727,0.2727272727272727,0.0,6290,0.4482758620689655,0.4482758620689655,0.0,6440,0.0697674418604651,0.0697674418604651,0.0,6251,0.111111111111111,0.111111111111111,0.0,6265,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",invscaling,500000.0,sgd
1.341.991.901.397.700,0.0,0.0099053382873535,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4634146341463415,0.4634146341463415,0.0,6201,0.4367816091954023,0.4367816091954023,0.0,6452,0.8837209302325582,0.8837209302325582,0.0,3367,0.608,0.608,0.0,5959,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",invscaling,500000.0,sgd
0.18081998825073242,0.0,0.0098512172698974,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4634146341463415,0.4634146341463415,0.0,6201,0.4367816091954023,0.4367816091954023,0.0,6452,0.8837209302325582,0.8837209302325582,0.0,3367,0.608,0.608,0.0,5959,MLPClassifier,,,,,,,relu,"(80, 80, 40)",invscaling,500000.0,sgd
0.5478127002716064,0.0,0.0100681781768798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4625,0.4625,0.0,6204,0.4367816091954023,0.4367816091954023,0.0,6452,0.8604651162790697,0.8604651162790697,0.0,3618,0.6016260162601625,0.6016260162601625,0.0,5969,MLPClassifier,,,,,,,logistic,"(90, 60)",adaptive,500000.0,sgd
0.05304884910583496,0.0,0.0082831382751464,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4615384615384615,0.4615384615384615,0.0,6205,0.4367816091954023,0.4367816091954023,0.0,6452,0.8372093023255814,0.8372093023255814,0.0,3657,0.5950413223140496,0.5950413223140496,0.0,5982,MLPClassifier,,,,,,,relu,15,invscaling,500000.0,sgd
0.12917304039001465,0.0,0.0080749988555908,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4545454545454545,0.4545454545454545,0.0,6209,0.4367816091954023,0.4367816091954023,0.0,6452,0.6976744186046512,0.6976744186046512,0.0,5651,0.5504587155963303,0.5504587155963303,0.0,6047,MLPClassifier,,,,,,,logistic,"(45, 75)",constant,500000.0,sgd
0.10809016227722168,0.0,0.0075678825378417,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.453125,0.453125,0.0,6213,0.4367816091954023,0.4367816091954023,0.0,6452,0.6744186046511628,0.6744186046511628,0.0,5890,0.5420560747663552,0.5420560747663552,0.0,6059,MLPClassifier,,,,,,,logistic,"(15, 60)",constant,500000.0,sgd
0.6783578395843506,0.0,0.009322166442871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.453125,0.453125,0.0,6213,0.4367816091954023,0.4367816091954023,0.0,6452,0.6744186046511628,0.6744186046511628,0.0,5890,0.5420560747663552,0.5420560747663552,0.0,6059,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",invscaling,500000.0,sgd
0.23606204986572266,0.0,0.0088679790496826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4516129032258064,0.4516129032258064,0.0,6216,0.4367816091954023,0.4367816091954023,0.0,6452,0.6511627906976745,0.6511627906976745,0.0,5953,0.5333333333333333,0.5333333333333333,0.0,6068,MLPClassifier,,,,,,,tanh,"(90, 15)",invscaling,500000.0,sgd
0.10035300254821777,0.0,0.0086681842803955,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4464285714285714,0.4464285714285714,0.0,6223,0.4367816091954023,0.4367816091954023,0.0,6452,0.5813953488372093,0.5813953488372093,0.0,6016,0.5050505050505051,0.5050505050505051,0.0,6095,MLPClassifier,,,,,,,relu,"(40, 60, 20)",invscaling,500000.0,sgd
1.079.211.950.302.120,0.0,0.0106990337371826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4318181818181818,0.4318181818181818,0.0,6242,0.4367816091954023,0.4367816091954023,0.0,6452,0.4418604651162791,0.4418604651162791,0.0,6097,0.4367816091954023,0.4367816091954023,0.0,6134,MLPClassifier,,,,,,,tanh,"(90, 90)",invscaling,500000.0,sgd
0.9467940330505371,0.0,0.0087437629699707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.425,0.425,0.0,6249,0.4367816091954023,0.4367816091954023,0.0,6452,0.3953488372093023,0.3953488372093023,0.0,6116,0.4096385542168674,0.4096385542168674,0.0,6150,MLPClassifier,,,,,,,tanh,"(90, 75)",invscaling,500000.0,sgd
0.09453105926513672,0.0,0.0098989009857177,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.425,0.425,0.0,6249,0.4367816091954023,0.4367816091954023,0.0,6452,0.3953488372093023,0.3953488372093023,0.0,6116,0.4096385542168674,0.4096385542168674,0.0,6150,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",invscaling,500000.0,sgd
12.010.538.578.033.400,0.0,0.0099031925201416,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.425,0.425,0.0,6249,0.4367816091954023,0.4367816091954023,0.0,6452,0.3953488372093023,0.3953488372093023,0.0,6116,0.4096385542168674,0.4096385542168674,0.0,6150,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",invscaling,500000.0,sgd
0.33601808547973633,0.0,0.0089218616485595,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4117647058823529,0.4117647058823529,0.0,6258,0.4367816091954023,0.4367816091954023,0.0,6452,0.3255813953488372,0.3255813953488372,0.0,6155,0.3636363636363636,0.3636363636363636,0.0,6182,MLPClassifier,,,,,,,relu,"(75, 75)",invscaling,500000.0,sgd
0.195112943649292,0.0,0.0084328651428222,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3333333333333333,0.3333333333333333,0.0,6282,0.4367816091954023,0.4367816091954023,0.0,6452,0.1395348837209302,0.1395348837209302,0.0,6227,0.1967213114754098,0.1967213114754098,0.0,6235,MLPClassifier,,,,,,,tanh,"(60, 30)",invscaling,500000.0,sgd
0.24697399139404297,0.0,0.0098397731781005,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4556962025316455,0.4556962025316455,0.0,6208,0.425287356321839,0.425287356321839,0.0,6467,0.8372093023255814,0.8372093023255814,0.0,3657,0.5901639344262295,0.5901639344262295,0.0,5992,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",constant,500000.0,sgd
0.10846590995788574,0.0,0.0107479095458984,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4533333333333333,0.4533333333333333,0.0,6212,0.425287356321839,0.425287356321839,0.0,6467,0.7906976744186046,0.7906976744186046,0.0,4827,0.576271186440678,0.576271186440678,0.0,6008,MLPClassifier,,,,,,,relu,"(40, 20, 20)",invscaling,500000.0,sgd
2.305.490.016.937.250,0.0,0.0081129074096679,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4520547945205479,0.4520547945205479,0.0,6215,0.425287356321839,0.425287356321839,0.0,6467,0.7674418604651163,0.7674418604651163,0.0,5116,0.5689655172413793,0.5689655172413793,0.0,6016,MLPClassifier,,,,,,,identity,100,invscaling,500000.0,sgd
15.283.513.069.152.800,0.0,0.0083169937133789,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4507042253521127,0.4507042253521127,0.0,6218,0.425287356321839,0.425287356321839,0.0,6467,0.7441860465116279,0.7441860465116279,0.0,5303,0.5614035087719298,0.5614035087719298,0.0,6029,MLPClassifier,,,,,,,identity,85,invscaling,500000.0,sgd
19.482.200.145.721.400,0.0,0.0123350620269775,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4461538461538462,0.4461538461538462,0.0,6224,0.425287356321839,0.425287356321839,0.0,6467,0.6744186046511628,0.6744186046511628,0.0,5890,0.537037037037037,0.537037037037037,0.0,6063,MLPClassifier,,,,,,,identity,"(80, 60, 40)",invscaling,500000.0,sgd
0.08007693290710449,0.0,0.0074520111083984,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4444444444444444,0.4444444444444444,0.0,6226,0.425287356321839,0.425287356321839,0.0,6467,0.6511627906976745,0.6511627906976745,0.0,5953,0.5283018867924528,0.5283018867924528,0.0,6076,MLPClassifier,,,,,,,relu,40,invscaling,500000.0,sgd
0.5131721496582031,0.0,0.0091309547424316,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.36,0.36,0.0,6278,0.425287356321839,0.425287356321839,0.0,6467,0.2093023255813953,0.2093023255813953,0.0,6198,0.2647058823529412,0.2647058823529412,0.0,6219,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",invscaling,500000.0,sgd
0.10448002815246582,0.0,0.0076470375061035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3478260869565217,0.3478260869565217,0.0,6281,0.425287356321839,0.425287356321839,0.0,6467,0.1860465116279069,0.1860465116279069,0.0,6213,0.2424242424242424,0.2424242424242424,0.0,6223,MLPClassifier,,,,,,,tanh,30,invscaling,500000.0,sgd
0.21885895729064941,0.0,0.0089550018310546,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4487179487179487,0.4487179487179487,0.0,6221,0.4137931034482758,0.4137931034482758,0.0,6475,0.813953488372093,0.813953488372093,0.0,3937,0.5785123966942148,0.5785123966942148,0.0,6006,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",invscaling,500000.0,sgd
0.19741082191467285,0.0,0.009139060974121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4459459459459459,0.4459459459459459,0.0,6225,0.4137931034482758,0.4137931034482758,0.0,6475,0.7674418604651163,0.7674418604651163,0.0,5116,0.5641025641025641,0.5641025641025641,0.0,6023,MLPClassifier,,,,,,,logistic,"(75, 45)",constant,500000.0,sgd
0.7141151428222656,0.0,0.0106990337371826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4444444444444444,0.4444444444444444,0.0,6226,0.4137931034482758,0.4137931034482758,0.0,6475,0.7441860465116279,0.7441860465116279,0.0,5303,0.5565217391304347,0.5565217391304347,0.0,6035,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",invscaling,500000.0,sgd
0.1949758529663086,0.0,0.0093402862548828,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4428571428571428,0.4428571428571428,0.0,6231,0.4137931034482758,0.4137931034482758,0.0,6475,0.7209302325581395,0.7209302325581395,0.0,5439,0.5486725663716814,0.5486725663716814,0.0,6052,MLPClassifier,,,,,,,logistic,"(75, 60)",constant,500000.0,sgd
0.1355757713317871,0.0,0.0094270706176757,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4411764705882353,0.4411764705882353,0.0,6235,0.4137931034482758,0.4137931034482758,0.0,6475,0.6976744186046512,0.6976744186046512,0.0,5651,0.5405405405405405,0.5405405405405405,0.0,6062,MLPClassifier,,,,,,,relu,"(100, 40, 80)",invscaling,500000.0,sgd
3.300.868.034.362.790,0.0,0.0179200172424316,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3,0.3,0.0,6287,0.4137931034482758,0.4137931034482758,0.0,6475,0.1395348837209302,0.1395348837209302,0.0,6227,0.1904761904761905,0.1904761904761905,0.0,6238,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",invscaling,500000.0,sgd
0.17605018615722656,0.0,0.0091300010681152,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.1,0.1,0.0,6294,0.4137931034482758,0.4137931034482758,0.0,6475,0.0232558139534883,0.0232558139534883,0.0,6284,0.0377358490566037,0.0377358490566037,0.0,6295,MLPClassifier,,,,,,,relu,"(100, 20, 80)",invscaling,500000.0,sgd
0.5442008972167969,0.0,0.0112180709838867,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4415584415584415,0.4415584415584415,0.0,6233,0.4022988505747126,0.4022988505747126,0.0,6482,0.7906976744186046,0.7906976744186046,0.0,4827,0.5666666666666667,0.5666666666666667,0.0,6021,MLPClassifier,,,,,,,logistic,"(90, 75)",adaptive,500000.0,sgd
0.24529600143432617,0.0,0.0108139514923095,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4415584415584415,0.4415584415584415,0.0,6233,0.4022988505747126,0.4022988505747126,0.0,6482,0.7906976744186046,0.7906976744186046,0.0,4827,0.5666666666666667,0.5666666666666667,0.0,6021,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",invscaling,500000.0,sgd
28.773.341.178.894.000,0.0,0.0116488933563232,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.44,0.44,0.0,6236,0.4022988505747126,0.4022988505747126,0.0,6482,0.7674418604651163,0.7674418604651163,0.0,5116,0.5593220338983051,0.5593220338983051,0.0,6032,MLPClassifier,,,,,,,identity,"(15, 15)",invscaling,500000.0,sgd
0.31402587890625,0.0,0.0090250968933105,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4383561643835616,0.4383561643835616,0.0,6239,0.4022988505747126,0.4022988505747126,0.0,6482,0.7441860465116279,0.7441860465116279,0.0,5303,0.5517241379310345,0.5517241379310345,0.0,6043,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",invscaling,500000.0,sgd
0.18245911598205566,0.0,0.0107579231262207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4328358208955223,0.4328358208955223,0.0,6241,0.4022988505747126,0.4022988505747126,0.0,6482,0.6744186046511628,0.6744186046511628,0.0,5890,0.5272727272727272,0.5272727272727272,0.0,6078,MLPClassifier,,,,,,,tanh,"(45, 15)",invscaling,500000.0,sgd
0.1881248950958252,0.0,0.0075831413269042,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4307692307692308,0.4307692307692308,0.0,6243,0.4022988505747126,0.4022988505747126,0.0,6482,0.6511627906976745,0.6511627906976745,0.0,5953,0.5185185185185186,0.5185185185185186,0.0,6083,MLPClassifier,,,,,,,tanh,"(15, 75)",invscaling,500000.0,sgd
0.8375930786132812,0.0,0.0096869468688964,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4262295081967213,0.4262295081967213,0.0,6248,0.4022988505747126,0.4022988505747126,0.0,6482,0.6046511627906976,0.6046511627906976,0.0,6006,0.4999999999999999,0.4999999999999999,0.0,6103,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",invscaling,500000.0,sgd
0.3044900894165039,0.0,0.0086901187896728,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4210526315789473,0.4210526315789473,0.0,6253,0.4022988505747126,0.4022988505747126,0.0,6482,0.5581395348837209,0.5581395348837209,0.0,6034,0.48,0.48,0.0,6112,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",invscaling,500000.0,sgd
19.809.463.024.139.400,0.0,0.0102190971374511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3953488372093023,0.3953488372093023,0.0,6265,0.4022988505747126,0.4022988505747126,0.0,6482,0.3953488372093023,0.3953488372093023,0.0,6116,0.3953488372093023,0.3953488372093023,0.0,6164,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",invscaling,500000.0,sgd
0.23786497116088867,0.0,0.007645845413208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3902439024390244,0.3902439024390244,0.0,6266,0.4022988505747126,0.4022988505747126,0.0,6482,0.3720930232558139,0.3720930232558139,0.0,6137,0.380952380952381,0.380952380952381,0.0,6175,MLPClassifier,,,,,,,tanh,35,invscaling,500000.0,sgd
0.8446619510650635,0.0,0.010178804397583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3846153846153846,0.3846153846153846,0.0,6267,0.4022988505747126,0.4022988505747126,0.0,6482,0.3488372093023256,0.3488372093023256,0.0,6145,0.3658536585365854,0.3658536585365854,0.0,6181,MLPClassifier,,,,,,,relu,"(40, 80, 20)",invscaling,500000.0,sgd
0.11785006523132324,0.0,0.007584810256958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3783783783783784,0.3783783783783784,0.0,6270,0.4022988505747126,0.4022988505747126,0.0,6482,0.3255813953488372,0.3255813953488372,0.0,6155,0.35,0.35,0.0,6185,MLPClassifier,,,,,,,tanh,"(15, 60)",invscaling,500000.0,sgd
0.30878281593322754,0.0,0.0077569484710693,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0909090909090909,0.0909090909090909,0.0,6296,0.4022988505747126,0.4022988505747126,0.0,6482,0.0232558139534883,0.0232558139534883,0.0,6284,0.037037037037037,0.037037037037037,0.0,6296,MLPClassifier,,,,,,,tanh,50,invscaling,500000.0,sgd
0.3397502899169922,0.0,0.0096397399902343,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4342105263157895,0.4342105263157895,0.0,6240,0.3908045977011494,0.3908045977011494,0.0,6495,0.7674418604651163,0.7674418604651163,0.0,5116,0.5546218487394958,0.5546218487394958,0.0,6041,MLPClassifier,,,,,,,logistic,"(60, 90)",adaptive,500000.0,sgd
0.2185957431793213,0.0,0.009639024734497,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4166666666666667,0.4166666666666667,0.0,6254,0.3908045977011494,0.3908045977011494,0.0,6495,0.5813953488372093,0.5813953488372093,0.0,6016,0.4854368932038835,0.4854368932038835,0.0,6109,MLPClassifier,,,,,,,relu,"(80, 80, 100)",invscaling,500000.0,sgd
0.21568512916564941,0.0,0.0096149444580078,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4137931034482758,0.4137931034482758,0.0,6256,0.3908045977011494,0.3908045977011494,0.0,6495,0.5581395348837209,0.5581395348837209,0.0,6034,0.4752475247524752,0.4752475247524752,0.0,6116,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",constant,500000.0,sgd
0.1423931121826172,0.0,0.0091867446899414,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3958333333333333,0.3958333333333333,0.0,6264,0.3908045977011494,0.3908045977011494,0.0,6495,0.4418604651162791,0.4418604651162791,0.0,6097,0.4175824175824176,0.4175824175824176,0.0,6146,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",invscaling,500000.0,sgd
0.19881391525268555,0.0,0.0080511569976806,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3809523809523809,0.3809523809523809,0.0,6269,0.3908045977011494,0.3908045977011494,0.0,6495,0.3720930232558139,0.3720930232558139,0.0,6137,0.3764705882352941,0.3764705882352941,0.0,6179,MLPClassifier,,,,,,,tanh,75,invscaling,500000.0,sgd
0.5138869285583496,0.0,0.0085260868072509,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3684210526315789,0.3684210526315789,0.0,6274,0.3908045977011494,0.3908045977011494,0.0,6495,0.3255813953488372,0.3255813953488372,0.0,6155,0.345679012345679,0.345679012345679,0.0,6187,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",invscaling,500000.0,sgd
18.145.310.878.753.600,0.0,0.0112261772155761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3611111111111111,0.3611111111111111,0.0,6277,0.3908045977011494,0.3908045977011494,0.0,6495,0.3023255813953488,0.3023255813953488,0.0,6167,0.3291139240506329,0.3291139240506329,0.0,6193,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",invscaling,500000.0,sgd
0.5192627906799316,0.0,0.0129871368408203,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3962264150943396,0.3962264150943396,0.0,6263,0.3793103448275862,0.3793103448275862,0.0,6502,0.4883720930232558,0.4883720930232558,0.0,6071,0.4375,0.4375,0.0,6132,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",invscaling,500000.0,sgd
0.365494966506958,0.0,0.0084879398345947,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3829787234042553,0.3829787234042553,0.0,6268,0.3793103448275862,0.3793103448275862,0.0,6502,0.4186046511627907,0.4186046511627907,0.0,6108,0.4,0.4,0.0,6158,MLPClassifier,,,,,,,relu,65,invscaling,500000.0,sgd
0.48227930068969727,0.0,0.0086658000946044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.358974358974359,0.358974358974359,0.0,6279,0.3793103448275862,0.3793103448275862,0.0,6502,0.3255813953488372,0.3255813953488372,0.0,6155,0.3414634146341463,0.3414634146341463,0.0,6189,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",adaptive,500000.0,sgd
10.063.140.392.303.400,0.0,0.0122208595275878,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3333333333333333,0.3333333333333333,0.0,6282,0.3793103448275862,0.3793103448275862,0.0,6502,0.2558139534883721,0.2558139534883721,0.0,6186,0.2894736842105263,0.2894736842105263,0.0,6209,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",invscaling,500000.0,sgd
0.1111917495727539,0.0,0.0074341297149658,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4,0.4,0.0,6259,0.367816091954023,0.367816091954023,0.0,6506,0.5581395348837209,0.5581395348837209,0.0,6034,0.4660194174757281,0.4660194174757281,0.0,6121,MLPClassifier,,,,,,,tanh,40,invscaling,500000.0,sgd
0.18713998794555664,0.0,0.0078558921813964,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3695652173913043,0.3695652173913043,0.0,6273,0.367816091954023,0.367816091954023,0.0,6506,0.3953488372093023,0.3953488372093023,0.0,6116,0.3820224719101123,0.3820224719101123,0.0,6174,MLPClassifier,,,,,,,tanh,"(30, 45)",invscaling,500000.0,sgd
0.4051930904388428,0.0,0.0106308460235595,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0714285714285714,0.0714285714285714,0.0,6297,0.367816091954023,0.367816091954023,0.0,6506,0.0232558139534883,0.0232558139534883,0.0,6284,0.0350877192982456,0.0350877192982456,0.0,6297,MLPClassifier,,,,,,,logistic,"(90, 30)",adaptive,500000.0,sgd
10.207.200.050.354.000,0.0,0.009678840637207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.2592592592592592,0.2592592592592592,0.0,6292,0.3563218390804598,0.3563218390804598,0.0,6509,0.1627906976744186,0.1627906976744186,0.0,6222,0.2,0.2,0.0,6234,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",invscaling,500000.0,sgd
0.922919750213623,0.0,0.0094358921051025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0666666666666666,0.0666666666666666,0.0,6298,0.3563218390804598,0.3563218390804598,0.0,6509,0.0232558139534883,0.0232558139534883,0.0,6284,0.0344827586206896,0.0344827586206896,0.0,6298,MLPClassifier,,,,,,,tanh,"(75, 90)",invscaling,500000.0,sgd
145.546.293.258.667,0.0,0.010012149810791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3653846153846153,0.3653846153846153,0.0,6275,0.3448275862068966,0.3448275862068966,0.0,6511,0.4418604651162791,0.4418604651162791,0.0,6097,0.4,0.4,0.0,6158,MLPClassifier,,,,,,,identity,20,invscaling,500000.0,sgd
0.04036402702331543,0.0,0.0080409049987792,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3620689655172414,0.3620689655172414,0.0,6276,0.3218390804597701,0.3218390804597701,0.0,6512,0.4883720930232558,0.4883720930232558,0.0,6071,0.4158415841584159,0.4158415841584159,0.0,6147,MLPClassifier,,,,,,,logistic,100,invscaling,500000.0,sgd
0.6258971691131592,0.0,0.0093507766723632,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.3518518518518518,0.3518518518518518,0.0,6280,0.3218390804597701,0.3218390804597701,0.0,6512,0.4418604651162791,0.4418604651162791,0.0,6097,0.3917525773195876,0.3917525773195876,0.0,6171,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",adaptive,500000.0,sgd
29.137.680.530.548.000,0.0,0.0141589641571044,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3,0.3,0.0,6287,0.3218390804597701,0.3218390804597701,0.0,6512,0.2790697674418604,0.2790697674418604,0.0,6176,0.2891566265060241,0.2891566265060241,0.0,6210,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",invscaling,500000.0,sgd
0.11160922050476074,0.0,0.0066339969635009,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.2647058823529412,0.2647058823529412,0.0,6291,0.3218390804597701,0.3218390804597701,0.0,6512,0.2093023255813953,0.2093023255813953,0.0,6198,0.2337662337662338,0.2337662337662338,0.0,6228,MLPClassifier,,,,,,,relu,30,invscaling,500000.0,sgd
0.06862020492553711,0.0,0.009697675704956,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0952380952380952,0.0952380952380952,0.0,6295,0.3103448275862069,0.3103448275862069,0.0,6516,0.0465116279069767,0.0465116279069767,0.0,6266,0.0625,0.0625,0.0,6283,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",invscaling,500000.0,sgd