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'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 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'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 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'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, 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'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, 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'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 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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, 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'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': 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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': 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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': 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'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,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, 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'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,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, 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'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,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, 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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': 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'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': 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'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': 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'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,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': 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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': 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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, 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'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,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, 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'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,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, 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'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,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': 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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': 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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': 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'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,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': 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'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,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': 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'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,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': 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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': 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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': 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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': 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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': 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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': 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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': 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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': 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'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,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': 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'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,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': 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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': 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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': 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'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,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, 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'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,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': 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'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,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': 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'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,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': 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'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,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': 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'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,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': 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'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,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': 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'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': 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'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': 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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': 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'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,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': 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'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,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': 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'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,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': 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'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,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': 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'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': 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'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': 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'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': 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'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': 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'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': 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'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': 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'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': 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'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': 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'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': 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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': 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'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': 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'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': 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'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': 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'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': 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'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': 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'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': 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'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': 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'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': 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'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': 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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': 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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': 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'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': 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'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': 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'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,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': 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'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,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': 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'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,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': 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'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 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'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': 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'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': 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'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': 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'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': 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'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': 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'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': 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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, 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'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,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': 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'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': 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'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': 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'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': 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'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': 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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': 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'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': 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'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': 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'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', 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'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': 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'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': 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'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': 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'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': 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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': 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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', 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'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', 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'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': 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'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': 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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': 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'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,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': 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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': 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'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 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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': 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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': 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'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 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'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,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': 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'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,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, 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'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,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, 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'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,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': 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'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,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, 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'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,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': 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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': 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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, 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'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,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, 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'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,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': 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'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