ima02/models/models.csv

1	mean_fit_time	std_fit_time	mean_score_time	std_score_time	params	split0_test_precision	mean_test_precision	std_test_precision	rank_test_precision	split0_test_accuracy	mean_test_accuracy	std_test_accuracy	rank_test_accuracy	split0_test_recall	mean_test_recall	std_test_recall	rank_test_recall	split0_test_f1	mean_test_f1	std_test_f1	rank_test_f1	classifier	param_gamma	param_kernel	param_criterion	param_splitter	param_class_weight	param_max_features	param_activation	param_hidden_layer_sizes	param_learning_rate	param_max_iter	param_solver
2	27.966.251.373.291.000	0.0	0.0093278884887695	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8958333333333334	0.8958333333333334	0.0	19	0.942528735632184	0.942528735632184	0.0	1	1.0	1.0	0.0	1	0.945054945054945	0.945054945054945	0.0	1	MLPClassifier							logistic	(60, 80, 100)	constant	500000.0	lbfgs
3	16.072.142.124.176.000	0.0	0.009261131286621	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.86	0.86	0.0	23	0.9195402298850576	0.9195402298850576	0.0	2	1.0	1.0	0.0	1	0.924731182795699	0.924731182795699	0.0	2	MLPClassifier							logistic	(40, 80, 100)	adaptive	500000.0	lbfgs
4	48.868.231.773.376.400	0.0	0.009671926498413	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.86	0.86	0.0	23	0.9195402298850576	0.9195402298850576	0.0	2	1.0	1.0	0.0	1	0.924731182795699	0.924731182795699	0.0	2	MLPClassifier							tanh	(40, 80, 100)	invscaling	500000.0	adam
5	0.7516348361968994	0.0	0.0111091136932373	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.86	0.86	0.0	23	0.9195402298850576	0.9195402298850576	0.0	2	1.0	1.0	0.0	1	0.924731182795699	0.924731182795699	0.0	2	MLPClassifier							tanh	(60, 100, 80)	adaptive	500000.0	lbfgs
6	39.118.709.564.208.900	0.0	0.0097651481628417	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.86	0.86	0.0	23	0.9195402298850576	0.9195402298850576	0.0	2	1.0	1.0	0.0	1	0.924731182795699	0.924731182795699	0.0	2	MLPClassifier							tanh	(100, 60, 20)	constant	500000.0	adam
7	418.645.977.973.938	0.0	0.012322187423706	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.86	0.86	0.0	23	0.9195402298850576	0.9195402298850576	0.0	2	1.0	1.0	0.0	1	0.924731182795699	0.924731182795699	0.0	2	MLPClassifier							tanh	(100, 80, 80)	constant	500000.0	adam
8	0.23392176628112793	0.0	0.0081820487976074	0.0	{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.86	0.86	0.0	23	0.9195402298850576	0.9195402298850576	0.0	2	1.0	1.0	0.0	1	0.924731182795699	0.924731182795699	0.0	2	MLPClassifier							relu	(75, 30)	adaptive	500000.0	lbfgs
9	1.582.448.959.350.580	0.0	0.0098390579223632	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.875	0.875	0.0	21	0.9195402298850576	0.9195402298850576	0.0	2	0.9767441860465116	0.9767441860465116	0.0	1284	0.923076923076923	0.923076923076923	0.0	8	MLPClassifier							logistic	(20, 40, 60)	adaptive	500000.0	lbfgs
10	11.819.729.804.992.600	0.0	0.0108318328857421	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							logistic	(40, 60, 80)	adaptive	500000.0	lbfgs
11	0.980586051940918	0.0	0.0087358951568603	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							logistic	(80, 40, 20)	constant	500000.0	lbfgs
12	0.04713082313537598	0.0	0.006890058517456	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	30	invscaling	500000.0	lbfgs
13	0.07621216773986816	0.0	0.0076799392700195	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	60	constant	500000.0	lbfgs
14	0.10435605049133301	0.0	0.0084688663482666	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	85	adaptive	500000.0	lbfgs
15	28.630.378.246.307.300	0.0	0.0075330734252929	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(30, 30)	constant	500000.0	adam
16	0.14487814903259277	0.0	0.0081620216369628	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(45, 45)	adaptive	500000.0	lbfgs
17	0.23510003089904785	0.0	0.0085618495941162	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(60, 60)	invscaling	500000.0	lbfgs
18	0.21465706825256348	0.0	0.0080068111419677	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(75, 45)	invscaling	500000.0	lbfgs
19	0.28040003776550293	0.0	0.009202241897583	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(75, 75)	adaptive	500000.0	lbfgs
20	4.099.940.061.569.210	0.0	0.008509874343872	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(90, 90)	invscaling	500000.0	adam
21	31.938.350.200.653.000	0.0	0.0089800357818603	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(20, 40, 60)	invscaling	500000.0	adam
22	0.4317011833190918	0.0	0.0095338821411132	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(20, 100, 20)	invscaling	500000.0	lbfgs
23	249.497.389.793.396	0.0	0.0084011554718017	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(40, 20, 100)	constant	500000.0	adam
24	4.438.045.978.546.140	0.0	0.0132639408111572	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(40, 80, 60)	invscaling	500000.0	adam
25	5.254.938.125.610.350	0.0	0.0093429088592529	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(40, 80, 100)	adaptive	500000.0	adam
26	0.18103694915771484	0.0	0.0110449790954589	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(60, 20, 40)	adaptive	500000.0	lbfgs
27	4.830.652.952.194.210	0.0	0.0127768516540527	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(60, 60, 80)	constant	500000.0	adam
28	0.6198129653930664	0.0	0.0089170932769775	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(60, 80, 80)	adaptive	500000.0	lbfgs
29	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
30	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
31	0.431196928024292	0.0	0.0091691017150878	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							tanh	(80, 60, 60)	constant	500000.0	lbfgs
32	16.682.896.614.074.700	0.0	0.0079841613769531	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							relu	(20, 20, 80)	constant	500000.0	adam
33	0.36043286323547363	0.0	0.0110068321228027	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							relu	(20, 40, 100)	constant	500000.0	lbfgs
34	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
35	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
36	17.311.251.163.482.600	0.0	0.0086090564727783	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							relu	(20, 100, 20)	constant	500000.0	adam
37	20.335.559.844.970.700	0.0	0.0088798999786376	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							relu	(20, 100, 40)	adaptive	500000.0	adam
38	0.2689831256866455	0.0	0.0088889598846435	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							relu	(40, 20, 80)	constant	500000.0	lbfgs
39	0.4325089454650879	0.0	0.0087521076202392	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							relu	(40, 80, 60)	constant	500000.0	lbfgs
40	15.792.279.243.469.200	0.0	0.0098769664764404	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							relu	(60, 20, 100)	constant	500000.0	adam
41	0.41115403175354004	0.0	0.0088400840759277	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							relu	(80, 20, 60)	constant	500000.0	lbfgs
42	1.512.718.915.939.330	0.0	0.0098190307617187	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							relu	(80, 60, 20)	adaptive	500000.0	adam
43	15.322.120.189.666.700	0.0	0.0092270374298095	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8431372549019608	0.8431372549019608	0.0	58	0.9080459770114944	0.9080459770114944	0.0	9	1.0	1.0	0.0	1	0.9148936170212766	0.9148936170212766	0.0	9	MLPClassifier							relu	(100, 20, 60)	invscaling	500000.0	adam
44	38.328.850.269.317.600	0.0	0.0109248161315917	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							logistic	(20, 60, 80)	invscaling	500000.0	lbfgs
45	12.435.250.282.287.500	0.0	0.0082578659057617	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							logistic	(60, 20, 20)	adaptive	500000.0	lbfgs
46	0.1888728141784668	0.0	0.0075840950012207	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							tanh	(15, 45)	constant	500000.0	lbfgs
47	0.3251767158508301	0.0	0.0085129737854003	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							tanh	(45, 90)	invscaling	500000.0	lbfgs
48	0.206618070602417	0.0	0.0089099407196044	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							tanh	(90, 30)	constant	500000.0	lbfgs
49	4.690.328.121.185.300	0.0	0.0088739395141601	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							tanh	(20, 80, 100)	invscaling	500000.0	adam
50	0.6685800552368164	0.0	0.0093839168548583	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							tanh	(20, 80, 100)	adaptive	500000.0	lbfgs
51	0.21514678001403809	0.0	0.0081610679626464	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							tanh	(40, 40, 40)	adaptive	500000.0	lbfgs
52	4.289.309.978.485.100	0.0	0.0098879337310791	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							tanh	(40, 60, 100)	adaptive	500000.0	adam
53	0.7073147296905518	0.0	0.0134673118591308	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							tanh	(60, 80, 60)	constant	500000.0	lbfgs
54	0.42022013664245605	0.0	0.0126039981842041	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							tanh	(100, 40, 60)	invscaling	500000.0	lbfgs
55	5.344.199.895.858.760	0.0	0.0105581283569335	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							tanh	(100, 80, 100)	adaptive	500000.0	adam
56	0.18035507202148438	0.0	0.0073969364166259	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							relu	(30, 30)	adaptive	500000.0	lbfgs
57	0.19378089904785156	0.0	0.0079548358917236	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8571428571428571	0.8571428571428571	0.0	29	0.9080459770114944	0.9080459770114944	0.0	9	0.9767441860465116	0.9767441860465116	0.0	1284	0.9130434782608696	0.9130434782608696	0.0	43	MLPClassifier							relu	(20, 20, 40)	adaptive	500000.0	lbfgs
58	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
59	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
60	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
61	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
62	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
63	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
64	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
65	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
66	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
67	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
68	33.603.971.004.486.000	0.0	0.0091099739074707	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							logistic	(100, 100, 100)	constant	500000.0	lbfgs
69	4.494.448.900.222.770	0.0	0.0079131126403808	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	60	constant	500000.0	adam
70	37.452.399.730.682.300	0.0	0.0077650547027587	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(15, 15)	invscaling	500000.0	adam
71	3.995.784.044.265.740	0.0	0.0109899044036865	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(15, 45)	adaptive	500000.0	adam
72	3.080.427.885.055.540	0.0	0.0094220638275146	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(30, 30)	invscaling	500000.0	adam
73	3.423.466.920.852.660	0.0	0.0082588195800781	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(30, 60)	constant	500000.0	adam
74	0.3158690929412842	0.0	0.0089519023895263	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(60, 90)	invscaling	500000.0	lbfgs
75	0.33158016204833984	0.0	0.0104990005493164	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(75, 15)	constant	500000.0	lbfgs
76	0.23366284370422363	0.0	0.008491039276123	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(75, 45)	constant	500000.0	lbfgs
77	34.846.248.626.708.900	0.0	0.0089867115020751	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(90, 15)	adaptive	500000.0	adam
78	0.22727298736572266	0.0	0.0088021755218505	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(90, 45)	invscaling	500000.0	lbfgs
79	2.521.450.996.398.920	0.0	0.0086550712585449	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(20, 40, 20)	invscaling	500000.0	adam
80	24.927.380.084.991.400	0.0	0.009286880493164	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(20, 40, 40)	invscaling	500000.0	adam
81	3.408.931.255.340.570	0.0	0.0089919567108154	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(20, 60, 20)	adaptive	500000.0	adam
82	4.467.060.804.367.060	0.0	0.0093472003936767	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(20, 80, 60)	constant	500000.0	adam
83	45.638.909.339.904.700	0.0	0.0055651664733886	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(20, 80, 80)	constant	500000.0	adam
84	5.562.015.056.610.100	0.0	0.0097491741180419	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(20, 80, 100)	constant	500000.0	adam
85	0.22603106498718262	0.0	0.0082190036773681	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(40, 20, 60)	invscaling	500000.0	lbfgs
86	375.598.406.791.687	0.0	0.0142748355865478	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(40, 60, 60)	constant	500000.0	adam
87	34.211.621.284.484.800	0.0	0.0090110301971435	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(40, 60, 60)	invscaling	500000.0	adam
88	33.665.661.811.828.600	0.0	0.0111811161041259	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(40, 80, 20)	adaptive	500000.0	adam
89	50.822.741.985.321.000	0.0	0.0120928287506103	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(40, 100, 60)	constant	500000.0	adam
90	34.236.879.348.754.800	0.0	0.0125970840454101	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(60, 40, 20)	constant	500000.0	adam
91	32.124.650.478.363.000	0.0	0.012258768081665	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(60, 40, 40)	invscaling	500000.0	adam
92	0.37514805793762207	0.0	0.01314377784729	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(60, 40, 80)	constant	500000.0	lbfgs
93	3.827.353.000.640.860	0.0	0.0128130912780761	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(60, 60, 20)	constant	500000.0	adam
94	36.536.099.910.736.000	0.0	0.0122168064117431	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(60, 80, 60)	constant	500000.0	adam
95	38.559.510.707.855.200	0.0	0.01503586769104	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(60, 80, 80)	invscaling	500000.0	adam
96	39.124.062.061.309.800	0.0	0.0096147060394287	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(60, 100, 20)	invscaling	500000.0	adam
97	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
98	4.507.822.751.998.900	0.0	0.0098180770874023	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(60, 100, 60)	constant	500000.0	adam
99	4.187.604.188.919.060	0.0	0.0126678943634033	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(60, 100, 60)	adaptive	500000.0	adam
100	4.964.807.987.213.130	0.0	0.0096361637115478	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(60, 100, 80)	constant	500000.0	adam
101	3.109.837.055.206.290	0.0	0.0089709758758544	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8269230769230769	0.8269230769230769	0.0	195	0.896551724137931	0.896551724137931	0.0	61	1.0	1.0	0.0	1	0.9052631578947368	0.9052631578947368	0.0	61	MLPClassifier							tanh	(80, 40, 40)	constant	500000.0	adam
102	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
103	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
104	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
105	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
106	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
107	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
108	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
109	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
110	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
111	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
112	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
113	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
114	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
115	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
116	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
117	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
118	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
119	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
120	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
121	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
122	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
123	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
124	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
125	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
126	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
127	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
128	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
129	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
130	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
131	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
132	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
133	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
134	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
135	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
136	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
137	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
138	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
139	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
140	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
141	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
142	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
143	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
144	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
145	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
146	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
147	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
148	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
149	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
150	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
151	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
152	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
153	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
154	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
155	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
156	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
157	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
158	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
159	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
160	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
161	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
162	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
163	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
164	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
165	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
166	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
167	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
168	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
169	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
170	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
171	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
172	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
173	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
174	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
175	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
176	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
177	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
178	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
179	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
180	0.13096404075622559	0.0	0.009610891342163	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	95	constant	500000.0	lbfgs
181	0.1851339340209961	0.0	0.0083222389221191	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(45, 15)	constant	500000.0	lbfgs
182	0.1359269618988037	0.0	0.00797700881958	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(45, 30)	adaptive	500000.0	lbfgs
183	0.15563273429870605	0.0	0.0079712867736816	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(45, 45)	invscaling	500000.0	lbfgs
184	0.2622509002685547	0.0	0.0104153156280517	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(45, 90)	constant	500000.0	lbfgs
185	4.706.776.142.120.360	0.0	0.0085971355438232	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(60, 90)	adaptive	500000.0	adam
186	0.30679988861083984	0.0	0.0090270042419433	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(75, 75)	constant	500000.0	lbfgs
187	0.24490690231323242	0.0	0.0119211673736572	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(90, 45)	constant	500000.0	lbfgs
188	0.23209285736083984	0.0	0.0128059387207031	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(90, 45)	adaptive	500000.0	lbfgs
189	3.605.999.708.175.650	0.0	0.0087323188781738	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(20, 60, 40)	invscaling	500000.0	adam
190	25.370.569.229.125.900	0.0	0.0084471702575683	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(40, 20, 40)	adaptive	500000.0	adam
191	0.2466421127319336	0.0	0.008495807647705	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(40, 20, 80)	adaptive	500000.0	lbfgs
192	0.237321138381958	0.0	0.0096938610076904	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(40, 40, 60)	constant	500000.0	lbfgs
193	0.5374283790588379	0.0	0.0093398094177246	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(40, 80, 80)	invscaling	500000.0	lbfgs
194	4.974.179.983.139.030	0.0	0.0086259841918945	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(40, 100, 100)	adaptive	500000.0	adam
195	0.34568095207214355	0.0	0.0124800205230712	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(60, 20, 100)	constant	500000.0	lbfgs
196	3.694.054.126.739.500	0.0	0.0127289295196533	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(60, 20, 100)	adaptive	500000.0	adam
197	0.6399638652801514	0.0	0.0140712261199951	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(60, 60, 80)	invscaling	500000.0	lbfgs
198	3.709.003.210.067.740	0.0	0.009354829788208	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(60, 80, 60)	invscaling	500000.0	adam
199	0.6155960559844971	0.0	0.0091121196746826	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(60, 80, 80)	constant	500000.0	lbfgs
200	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
201	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
202	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
203	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
204	28.885.130.882.263.100	0.0	0.0114071369171142	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(80, 20, 80)	constant	500000.0	adam
205	3.555.701.971.054.070	0.0	0.0095770359039306	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(80, 60, 80)	adaptive	500000.0	adam
206	34.741.220.474.243.100	0.0	0.0102031230926513	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(80, 80, 20)	constant	500000.0	adam
207	409.440.279.006.958	0.0	0.0096099376678466	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.84	0.84	0.0	92	0.896551724137931	0.896551724137931	0.0	61	0.9767441860465116	0.9767441860465116	0.0	1284	0.9032258064516128	0.9032258064516128	0.0	169	MLPClassifier							tanh	(100, 40, 80)	constant	500000.0	adam
208	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
209	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
210	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
211	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
212	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
213	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
214	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
215	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
216	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
217	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
218	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
219	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
220	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
221	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
222	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
223	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
224	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
225	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
226	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
227	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
228	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
229	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
230	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
231	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
232	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
233	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
234	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
235	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
236	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
237	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
238	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
239	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
240	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
241	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
242	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
243	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
244	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
245	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
246	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
247	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
248	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
249	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
250	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
251	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
252	2.849.059.820.175.170	0.0	0.0098590850830078	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							logistic	(100, 60, 100)	constant	500000.0	lbfgs
253	0.04708504676818848	0.0	0.0071711540222167	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	35	invscaling	500000.0	lbfgs
254	0.08561825752258301	0.0	0.0088026523590087	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	60	adaptive	500000.0	lbfgs
255	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
256	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
257	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
258	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
259	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
260	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
261	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
262	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
263	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
264	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
265	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
266	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
267	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
268	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
269	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
270	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
271	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
272	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
273	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
274	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
275	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
276	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
277	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
278	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
279	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
280	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
281	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
282	0.21521401405334473	0.0	0.0079238414764404	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(20, 20, 60)	constant	500000.0	lbfgs
283	2.752.426.862.716.670	0.0	0.0096809864044189	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(20, 20, 80)	constant	500000.0	adam
284	25.882.411.003.112.700	0.0	0.0079588890075683	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(20, 40, 20)	adaptive	500000.0	adam
285	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
286	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
287	42.716.169.357.299.800	0.0	0.0101611614227294	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(20, 60, 80)	constant	500000.0	adam
288	0.3182201385498047	0.0	0.0088667869567871	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(20, 80, 40)	constant	500000.0	lbfgs
289	39.136.619.567.871.000	0.0	0.0093941688537597	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(20, 80, 60)	invscaling	500000.0	adam
290	4.659.857.273.101.800	0.0	0.0085508823394775	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(20, 100, 40)	invscaling	500000.0	adam
291	4.760.190.010.070.800	0.0	0.0098228454589843	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(20, 100, 60)	constant	500000.0	adam
292	5.557.225.942.611.690	0.0	0.0088472366333007	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(20, 100, 80)	adaptive	500000.0	adam
293	5.582.865.238.189.690	0.0	0.0086967945098876	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(20, 100, 100)	adaptive	500000.0	adam
294	33.624.160.289.764.400	0.0	0.011307954788208	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 20, 80)	invscaling	500000.0	adam
295	31.024.329.662.323	0.0	0.0121500492095947	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 20, 80)	adaptive	500000.0	adam
296	0.294525146484375	0.0	0.0088639259338378	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 20, 100)	adaptive	500000.0	lbfgs
297	0.19213509559631348	0.0	0.0085890293121337	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 40, 20)	constant	500000.0	lbfgs
298	2.489.626.169.204.710	0.0	0.0080490112304687	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 40, 20)	constant	500000.0	adam
299	0.2673919200897217	0.0	0.0084731578826904	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 40, 60)	invscaling	500000.0	lbfgs
300	291.385.817.527.771	0.0	0.0101230144500732	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 60, 20)	constant	500000.0	adam
301	2.978.893.995.285.030	0.0	0.0108590126037597	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 60, 40)	invscaling	500000.0	adam
302	3.488.809.823.989.860	0.0	0.0095272064208984	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 80, 20)	invscaling	500000.0	adam
303	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
304	0.5522260665893555	0.0	0.0093271732330322	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 100, 20)	invscaling	500000.0	lbfgs
305	3.481.034.994.125.360	0.0	0.0100107192993164	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 100, 40)	constant	500000.0	adam
306	0.5978031158447266	0.0	0.0095329284667968	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 100, 60)	constant	500000.0	lbfgs
307	4.358.068.943.023.680	0.0	0.0174291133880615	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 100, 60)	adaptive	500000.0	adam
308	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
309	5.271.126.985.549.920	0.0	0.0098330974578857	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(40, 100, 100)	invscaling	500000.0	adam
310	0.3175380229949951	0.0	0.0123260021209716	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(60, 40, 20)	constant	500000.0	lbfgs
311	3.757.852.077.484.130	0.0	0.0128779411315917	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(60, 40, 40)	adaptive	500000.0	adam
312	4.179.955.005.645.750	0.0	0.0129001140594482	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(60, 40, 80)	adaptive	500000.0	adam
313	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
314	4.108.464.956.283.560	0.0	0.0129201412200927	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(60, 40, 100)	adaptive	500000.0	adam
315	5.091.849.088.668.820	0.0	0.0137221813201904	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(60, 60, 60)	adaptive	500000.0	adam
316	4.285.450.220.108.030	0.0	0.0090408325195312	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(60, 80, 80)	constant	500000.0	adam
317	4.075.679.063.796.990	0.0	0.0090830326080322	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(60, 80, 80)	adaptive	500000.0	adam
318	0.637721061706543	0.0	0.009735107421875	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(60, 80, 100)	constant	500000.0	lbfgs
319	0.6270081996917725	0.0	0.0120208263397216	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(60, 100, 80)	invscaling	500000.0	lbfgs
320	4.508.632.659.912.100	0.0	0.0092720985412597	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(60, 100, 100)	adaptive	500000.0	adam
321	3.369.357.109.069.820	0.0	0.0096888542175292	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(80, 40, 80)	adaptive	500000.0	adam
322	0.4320368766784668	0.0	0.0093050003051757	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(80, 60, 20)	invscaling	500000.0	lbfgs
323	31.080.880.165.100.000	0.0	0.0094900131225585	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(80, 60, 40)	constant	500000.0	adam
324	3.113.596.200.942.990	0.0	0.0097129344940185	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(80, 60, 40)	invscaling	500000.0	adam
325	0.4540889263153076	0.0	0.0096209049224853	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(80, 60, 60)	invscaling	500000.0	lbfgs
326	33.350.229.263.305.600	0.0	0.0093729496002197	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(80, 60, 60)	invscaling	500000.0	adam
327	3.633.754.253.387.450	0.0	0.0107998847961425	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(80, 60, 60)	adaptive	500000.0	adam
328	3.592.491.865.158.080	0.0	0.0103120803833007	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(80, 60, 80)	invscaling	500000.0	adam
329	36.058.712.005.615.200	0.0	0.0143139362335205	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8113207547169812	0.8113207547169812	0.0	551	0.8850574712643678	0.8850574712643678	0.0	241	1.0	1.0	0.0	1	0.8958333333333334	0.8958333333333334	0.0	241	MLPClassifier							tanh	(80, 60, 100)	invscaling	500000.0	adam
330	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
331	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
332	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
333	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
334	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
335	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
336	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
337	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
338	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
339	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
340	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
341	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
342	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
343	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
344	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
345	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
346	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
347	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
348	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
349	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
350	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
351	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
352	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
353	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
354	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
355	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
356	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
357	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
358	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
359	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
360	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
361	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
362	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
363	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
364	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
365	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
366	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
367	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
368	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
369	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
370	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
371	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
372	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
373	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
374	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
375	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
376	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
377	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
378	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
379	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
380	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
381	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
382	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
383	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
384	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
385	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
386	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
387	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
388	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
389	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
390	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
391	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
392	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
393	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
394	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
395	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
396	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
397	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
398	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
399	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
400	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
401	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
402	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
403	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
404	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
405	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
406	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
407	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
408	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
409	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
410	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
411	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
412	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
413	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
414	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
415	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
416	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
417	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
418	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
419	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
420	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
421	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
422	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
423	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
424	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
425	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
426	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
427	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
428	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
429	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
430	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
431	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
432	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
433	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
434	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
435	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
436	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
437	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
438	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
439	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
440	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
441	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
442	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
443	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
444	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
445	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
446	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
447	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
448	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
449	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
450	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
451	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
452	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
453	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
454	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
455	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
456	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
457	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
458	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
459	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
460	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
461	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
462	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
463	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
464	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
465	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
466	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
467	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
468	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
469	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
470	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
471	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
472	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
473	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
474	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
475	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
476	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
477	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
478	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
479	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
480	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
481	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
482	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
483	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
484	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
485	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
486	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
487	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
488	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
489	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
490	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
491	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
492	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
493	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
494	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
495	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
496	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
497	3.275.973.081.588.740	0.0	0.0101149082183837	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							logistic	(80, 100, 20)	adaptive	500000.0	lbfgs
498	4.005.704.164.505.000	0.0	0.0096268653869628	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							logistic	(80, 100, 100)	adaptive	500000.0	lbfgs
499	16.724.841.594.696.000	0.0	0.0091497898101806	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							logistic	(100, 20, 40)	invscaling	500000.0	lbfgs
500	0.8959317207336426	0.0	0.0095901489257812	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							logistic	(100, 40, 20)	invscaling	500000.0	lbfgs
501	37.128.729.820.251.400	0.0	0.0110189914703369	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							logistic	(100, 60, 40)	invscaling	500000.0	lbfgs
502	3.515.637.159.347.530	0.0	0.0106739997863769	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							logistic	(100, 60, 60)	adaptive	500000.0	lbfgs
503	3.629.512.071.609.490	0.0	0.0096309185028076	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							logistic	(100, 100, 40)	constant	500000.0	lbfgs
504	0.051583051681518555	0.0	0.0065939426422119	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	30	constant	500000.0	lbfgs
505	0.06119084358215332	0.0	0.0073599815368652	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	50	invscaling	500000.0	lbfgs
506	0.11267709732055664	0.0	0.0096349716186523	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	85	constant	500000.0	lbfgs
507	0.1363389492034912	0.0	0.0088911056518554	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	100	adaptive	500000.0	lbfgs
508	4.046.511.888.504.020	0.0	0.0076372623443603	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(15, 75)	adaptive	500000.0	adam
509	0.07240700721740723	0.0	0.0078070163726806	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(30, 15)	constant	500000.0	lbfgs
510	0.10965418815612793	0.0	0.0077691078186035	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(30, 30)	invscaling	500000.0	lbfgs
511	3.342.374.086.380.000	0.0	0.0084028244018554	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(30, 45)	invscaling	500000.0	adam
512	3.219.951.868.057.250	0.0	0.0081939697265625	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(45, 15)	invscaling	500000.0	adam
513	33.787.200.450.897.200	0.0	0.0084710121154785	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(45, 45)	invscaling	500000.0	adam
514	31.492.509.841.918.900	0.0	0.0099542140960693	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(45, 45)	adaptive	500000.0	adam
515	0.16274189949035645	0.0	0.0098319053649902	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(45, 60)	constant	500000.0	lbfgs
516	4.541.467.189.788.810	0.0	0.0095057487487792	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(45, 90)	invscaling	500000.0	adam
517	0.1680889129638672	0.0	0.0083470344543457	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 15)	constant	500000.0	lbfgs
518	35.175.108.909.606.900	0.0	0.0089590549468994	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 60)	invscaling	500000.0	adam
519	4.387.354.135.513.300	0.0	0.0084717273712158	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 75)	constant	500000.0	adam
520	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
521	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
522	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
523	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
524	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
525	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
526	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
527	4.121.338.129.043.570	0.0	0.0083363056182861	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(90, 60)	adaptive	500000.0	adam
528	4.427.021.026.611.320	0.0	0.0081727504730224	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(90, 75)	invscaling	500000.0	adam
529	0.17461824417114258	0.0	0.0080199241638183	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(20, 20, 20)	adaptive	500000.0	lbfgs
530	26.089.119.911.193.800	0.0	0.0076019763946533	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(20, 20, 20)	adaptive	500000.0	adam
531	0.23211383819580078	0.0	0.0081982612609863	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(20, 20, 100)	constant	500000.0	lbfgs
532	0.2139911651611328	0.0	0.0080931186676025	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(20, 40, 20)	adaptive	500000.0	lbfgs
533	39.115.588.665.008.500	0.0	0.0095479488372802	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(20, 100, 40)	constant	500000.0	adam
534	232.285.213.470.459	0.0	0.0093629360198974	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 20, 20)	constant	500000.0	adam
535	23.795.218.467.712.400	0.0	0.0084578990936279	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 20, 40)	constant	500000.0	adam
536	21.917.810.440.063.400	0.0	0.0086579322814941	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 20, 40)	invscaling	500000.0	adam
537	0.21599411964416504	0.0	0.0086159706115722	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 20, 60)	adaptive	500000.0	lbfgs
538	0.2553737163543701	0.0	0.008836030960083	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 20, 100)	constant	500000.0	lbfgs
539	0.33655691146850586	0.0	0.0088930130004882	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 40, 80)	constant	500000.0	lbfgs
540	29.308.111.667.633.000	0.0	0.0087602138519287	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 40, 80)	constant	500000.0	adam
541	0.32715797424316406	0.0	0.0092029571533203	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 40, 100)	constant	500000.0	lbfgs
542	35.795.888.900.756.800	0.0	0.0092699527740478	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 40, 100)	adaptive	500000.0	adam
543	0.4403829574584961	0.0	0.0087389945983886	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 60, 20)	invscaling	500000.0	lbfgs
544	0.30808591842651367	0.0	0.0086572170257568	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 60, 40)	constant	500000.0	lbfgs
545	2.608.882.188.796.990	0.0	0.0095119476318359	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 60, 40)	adaptive	500000.0	adam
546	0.5001749992370605	0.0	0.0099530220031738	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 60, 100)	adaptive	500000.0	lbfgs
547	10.538.280.010.223.300	0.0	0.0093300342559814	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 80, 20)	constant	500000.0	lbfgs
548	0.3796229362487793	0.0	0.0087270736694335	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 80, 40)	adaptive	500000.0	lbfgs
549	3.630.218.029.022.210	0.0	0.0093979835510253	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 80, 40)	adaptive	500000.0	adam
550	3.744.478.940.963.740	0.0	0.0098438262939453	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 80, 80)	constant	500000.0	adam
551	0.5674829483032227	0.0	0.0099141597747802	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(40, 100, 80)	constant	500000.0	lbfgs
552	2.575.566.053.390.500	0.0	0.014528751373291	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 20, 20)	invscaling	500000.0	adam
553	225.156.307.220.459	0.0	0.012772798538208	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 20, 40)	invscaling	500000.0	adam
554	3.143.167.018.890.380	0.0	0.0141339302062988	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 20, 80)	constant	500000.0	adam
555	0.2860579490661621	0.0	0.0084929466247558	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 20, 80)	adaptive	500000.0	lbfgs
556	0.3671882152557373	0.0	0.0126769542694091	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 20, 100)	adaptive	500000.0	lbfgs
557	404.824.686.050.415	0.0	0.0123419761657714	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 60, 40)	invscaling	500000.0	adam
558	0.5498590469360352	0.0	0.019676923751831	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 60, 80)	constant	500000.0	lbfgs
559	5.792.562.007.904.050	0.0	0.0086488723754882	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 60, 100)	adaptive	500000.0	adam
560	44.491.050.243.377.600	0.0	0.0097088813781738	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 80, 20)	adaptive	500000.0	adam
561	4.244.440.078.735.350	0.0	0.0098340511322021	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 80, 40)	invscaling	500000.0	adam
562	0.6802082061767578	0.0	0.0089688301086425	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 80, 100)	adaptive	500000.0	lbfgs
563	0.5450010299682617	0.0	0.0087978839874267	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 100, 20)	invscaling	500000.0	lbfgs
564	4.027.066.946.029.660	0.0	0.0101699829101562	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 100, 60)	invscaling	500000.0	adam
565	0.658797025680542	0.0	0.0181379318237304	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 100, 80)	constant	500000.0	lbfgs
566	4.714.296.102.523.800	0.0	0.0089838504791259	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 100, 80)	adaptive	500000.0	adam
567	0.879805326461792	0.0	0.0097498893737792	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(60, 100, 100)	invscaling	500000.0	lbfgs
568	23.841.912.746.429.400	0.0	0.0095477104187011	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 20, 60)	adaptive	500000.0	adam
569	3.163.788.080.215.450	0.0	0.0106968879699707	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 40, 20)	constant	500000.0	adam
570	33.140.058.517.456.000	0.0	0.009207010269165	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 40, 20)	invscaling	500000.0	adam
571	0.30783891677856445	0.0	0.0084118843078613	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 40, 40)	invscaling	500000.0	lbfgs
572	32.168.681.621.551.500	0.0	0.0092799663543701	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 40, 40)	invscaling	500000.0	adam
573	3.025.296.688.079.830	0.0	0.0143361091613769	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 40, 40)	adaptive	500000.0	adam
574	33.546.738.624.572.700	0.0	0.0097322463989257	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 40, 60)	constant	500000.0	adam
575	0.3840057849884033	0.0	0.0091762542724609	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 40, 80)	adaptive	500000.0	lbfgs
576	30.013.060.569.763.100	0.0	0.0095210075378417	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 60, 20)	invscaling	500000.0	adam
577	0.42716383934020996	0.0	0.0094420909881591	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 60, 60)	adaptive	500000.0	lbfgs
578	0.49202895164489746	0.0	0.0101921558380126	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 60, 80)	constant	500000.0	lbfgs
579	0.5760898590087891	0.0	0.0095500946044921	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 60, 100)	constant	500000.0	lbfgs
580	3.738.994.836.807.250	0.0	0.0092968940734863	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 80, 60)	invscaling	500000.0	adam
581	0.6399250030517578	0.0	0.0155131816864013	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(80, 80, 100)	adaptive	500000.0	lbfgs
582	25.488.760.471.343.900	0.0	0.0091428756713867	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 20, 20)	adaptive	500000.0	adam
583	26.225.759.983.062.700	0.0	0.0120961666107177	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 20, 40)	invscaling	500000.0	adam
584	0.3289310932159424	0.0	0.0127167701721191	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 20, 60)	invscaling	500000.0	lbfgs
585	0.33258914947509766	0.0	0.0100758075714111	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 20, 60)	adaptive	500000.0	lbfgs
586	26.350.221.633.911.100	0.0	0.0124099254608154	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 40, 20)	constant	500000.0	adam
587	0.3762030601501465	0.0	0.0157849788665771	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 40, 60)	adaptive	500000.0	lbfgs
588	0.666762113571167	0.0	0.0129981040954589	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 40, 80)	invscaling	500000.0	lbfgs
589	436.550.498.008.728	0.0	0.0099320411682128	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 40, 100)	constant	500000.0	adam
590	34.555.957.317.352.200	0.0	0.0100181102752685	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 60, 20)	invscaling	500000.0	adam
591	0.61407470703125	0.0	0.0098581314086914	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 60, 80)	constant	500000.0	lbfgs
592	3.595.986.843.109.130	0.0	0.0097510814666748	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 80, 20)	adaptive	500000.0	adam
593	360.974.383.354.187	0.0	0.0096721649169921	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 80, 40)	invscaling	500000.0	adam
594	3.882.927.894.592.280	0.0	0.0099439620971679	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 80, 80)	invscaling	500000.0	adam
595	0.7593810558319092	0.0	0.0118169784545898	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 80, 100)	constant	500000.0	lbfgs
596	0.7712409496307373	0.0	0.0102200508117675	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 80, 100)	invscaling	500000.0	lbfgs
597	0.7663750648498535	0.0	0.0100791454315185	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 100, 20)	adaptive	500000.0	lbfgs
598	4.014.591.932.296.750	0.0	0.0110249519348144	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 100, 40)	constant	500000.0	adam
599	10.046.980.381.011.900	0.0	0.0108129978179931	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 100, 80)	constant	500000.0	lbfgs
600	10.034.067.630.767.800	0.0	0.0101470947265625	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							tanh	(100, 100, 100)	invscaling	500000.0	lbfgs
601	0.10458517074584961	0.0	0.0095889568328857	0.0	{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	25	invscaling	500000.0	lbfgs
602	0.12503600120544434	0.0	0.0071699619293212	0.0	{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	55	constant	500000.0	lbfgs
603	0.1408390998840332	0.0	0.0079247951507568	0.0	{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	75	constant	500000.0	lbfgs
604	0.1438581943511963	0.0	0.0077519416809082	0.0	{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	80	invscaling	500000.0	lbfgs
605	0.14445209503173828	0.0	0.0074670314788818	0.0	{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(15, 30)	invscaling	500000.0	lbfgs
606	2.444.863.796.234.130	0.0	0.0076801776885986	0.0	{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(15, 90)	invscaling	500000.0	adam
607	0.14795589447021484	0.0	0.0077812671661376	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(30, 15)	constant	500000.0	lbfgs
608	0.13897490501403809	0.0	0.0084011554718017	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(30, 60)	invscaling	500000.0	lbfgs
609	0.14699602127075195	0.0	0.0078561305999755	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(30, 60)	adaptive	500000.0	lbfgs
610	0.1729280948638916	0.0	0.0081908702850341	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(30, 75)	constant	500000.0	lbfgs
611	0.1750352382659912	0.0	0.0079007148742675	0.0	{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(45, 60)	adaptive	500000.0	lbfgs
612	0.2726273536682129	0.0	0.0081958770751953	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(60, 75)	constant	500000.0	lbfgs
613	0.38401079177856445	0.0	0.0085623264312744	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(60, 90)	constant	500000.0	lbfgs
614	0.26567602157592773	0.0	0.0087230205535888	0.0	{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(75, 15)	constant	500000.0	lbfgs
615	0.2226698398590088	0.0	0.0083611011505126	0.0	{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(75, 45)	invscaling	500000.0	lbfgs
616	0.37900805473327637	0.0	0.0085492134094238	0.0	{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(75, 75)	constant	500000.0	lbfgs
617	0.3426220417022705	0.0	0.0088071823120117	0.0	{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(90, 60)	invscaling	500000.0	lbfgs
618	0.4016149044036865	0.0	0.0090320110321044	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(20, 40, 100)	invscaling	500000.0	lbfgs
619	0.5018339157104492	0.0	0.0109660625457763	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(20, 60, 20)	invscaling	500000.0	lbfgs
620	15.348.777.770.996.000	0.0	0.0098481178283691	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(20, 60, 60)	adaptive	500000.0	adam
621	0.4270031452178955	0.0	0.0093288421630859	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(20, 80, 40)	constant	500000.0	lbfgs
622	1.829.643.964.767.450	0.0	0.009390115737915	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(20, 80, 80)	constant	500000.0	adam
623	1.726.435.661.315.910	0.0	0.008763313293457	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(20, 100, 20)	adaptive	500000.0	adam
624	0.7932772636413574	0.0	0.0094621181488037	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(20, 100, 100)	constant	500000.0	lbfgs
625	0.7230141162872314	0.0	0.0096340179443359	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(20, 100, 100)	invscaling	500000.0	lbfgs
626	0.26476502418518066	0.0	0.0083379745483398	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(40, 20, 40)	invscaling	500000.0	lbfgs
627	0.2315518856048584	0.0	0.0084321498870849	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(40, 20, 60)	constant	500000.0	lbfgs
628	1.127.966.594.696.040	0.0	0.0087490081787109	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(40, 40, 20)	constant	500000.0	sgd
629	13.956.449.031.829.800	0.0	0.0087380409240722	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(40, 60, 40)	constant	500000.0	adam
630	16.453.781.127.929.600	0.0	0.0099170207977294	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(40, 80, 20)	constant	500000.0	adam
631	16.277.730.464.935.300	0.0	0.0112860202789306	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(40, 80, 60)	constant	500000.0	adam
632	2.532.618.999.481.200	0.0	0.0089352130889892	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(40, 100, 100)	adaptive	500000.0	adam
633	0.3850548267364502	0.0	0.0186443328857421	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(60, 20, 40)	adaptive	500000.0	lbfgs
634	0.29521727561950684	0.0	0.023749828338623	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(60, 20, 60)	constant	500000.0	lbfgs
635	17.278.101.444.244.300	0.0	0.0087289810180664	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(60, 20, 80)	adaptive	500000.0	adam
636	0.3818180561065674	0.0	0.0091629028320312	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(60, 20, 100)	adaptive	500000.0	lbfgs
637	0.3352987766265869	0.0	0.0088801383972167	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(60, 60, 20)	constant	500000.0	lbfgs
638	0.39400291442871094	0.0	0.0095181465148925	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(60, 60, 40)	invscaling	500000.0	lbfgs
639	189.591.383.934.021	0.0	0.0088131427764892	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(60, 60, 60)	invscaling	500000.0	adam
640	0.45171284675598145	0.0	0.0101230144500732	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(60, 60, 80)	invscaling	500000.0	lbfgs
641	0.695030927658081	0.0	0.0094518661499023	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(60, 100, 60)	invscaling	500000.0	lbfgs
642	0.29457592964172363	0.0	0.0088472366333007	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(80, 20, 60)	adaptive	500000.0	lbfgs
643	0.31833910942077637	0.0	0.0087699890136718	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(80, 20, 80)	constant	500000.0	lbfgs
644	0.3805429935455322	0.0	0.0095129013061523	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(80, 40, 40)	adaptive	500000.0	lbfgs
645	17.415.549.755.096.400	0.0	0.0091540813446044	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8235294117647058	0.8235294117647058	0.0	304	0.8850574712643678	0.8850574712643678	0.0	241	0.9767441860465116	0.9767441860465116	0.0	1284	0.8936170212765957	0.8936170212765957	0.0	476	MLPClassifier							relu	(80, 60, 40)	constant	500000.0	adam
646	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
647	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
648	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
649	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
650	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
651	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
652	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
653	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
654	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
655	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
656	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
657	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
658	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
659	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
660	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
661	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
662	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
663	205.824.613.571.167	0.0	0.0090470314025878	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							logistic	(100, 60, 80)	constant	500000.0	lbfgs
664	25.410.799.980.163.500	0.0	0.0095191001892089	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							logistic	(100, 60, 100)	adaptive	500000.0	lbfgs
665	0.16286778450012207	0.0	0.0092003345489501	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(15, 60)	constant	500000.0	lbfgs
666	0.13674688339233398	0.0	0.0079960823059082	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(15, 60)	invscaling	500000.0	lbfgs
667	0.23328304290771484	0.0	0.0081470012664794	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(20, 40, 60)	constant	500000.0	lbfgs
668	0.3286468982696533	0.0	0.0083711147308349	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(20, 40, 80)	constant	500000.0	lbfgs
669	0.3136570453643799	0.0	0.0088918209075927	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(20, 60, 20)	invscaling	500000.0	lbfgs
670	0.3557412624359131	0.0	0.0136566162109375	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(20, 60, 60)	invscaling	500000.0	lbfgs
671	0.6122641563415527	0.0	0.0095398426055908	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(40, 80, 100)	adaptive	500000.0	lbfgs
672	0.24017119407653809	0.0	0.0087769031524658	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(60, 20, 60)	invscaling	500000.0	lbfgs
673	0.4861772060394287	0.0	0.0128419399261474	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(60, 40, 100)	invscaling	500000.0	lbfgs
674	0.602592945098877	0.0	0.009451150894165	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(60, 100, 60)	adaptive	500000.0	lbfgs
675	0.6891951560974121	0.0	0.011693000793457	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(80, 80, 20)	constant	500000.0	lbfgs
676	0.5337080955505371	0.0	0.0088629722595214	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(100, 20, 40)	invscaling	500000.0	lbfgs
677	0.485353946685791	0.0	0.009965181350708	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							tanh	(100, 80, 40)	invscaling	500000.0	lbfgs
678	0.1346890926361084	0.0	0.0083110332489013	0.0	{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							relu	65	adaptive	500000.0	lbfgs
679	0.0917818546295166	0.0	0.007397174835205	0.0	{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							relu	70	invscaling	500000.0	lbfgs
680	0.23515892028808594	0.0	0.0106000900268554	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							relu	(30, 75)	invscaling	500000.0	lbfgs
681	0.3084371089935303	0.0	0.0089547634124755	0.0	{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							relu	(75, 75)	adaptive	500000.0	lbfgs
682	0.24505400657653809	0.0	0.0097317695617675	0.0	{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							relu	(90, 30)	invscaling	500000.0	lbfgs
683	0.6404531002044678	0.0	0.0096771717071533	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							relu	(60, 60, 100)	adaptive	500000.0	lbfgs
684	0.35630226135253906	0.0	0.0095367431640625	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							relu	(80, 20, 40)	adaptive	500000.0	lbfgs
685	0.5529227256774902	0.0	0.0097842216491699	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8367346938775511	0.8367346938775511	0.0	158	0.8850574712643678	0.8850574712643678	0.0	241	0.9534883720930232	0.9534883720930232	0.0	2739	0.8913043478260869	0.8913043478260869	0.0	654	MLPClassifier							relu	(80, 60, 60)	constant	500000.0	lbfgs
686	39.546.751.976.013.100	0.0	0.0099849700927734	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.851063829787234	0.851063829787234	0.0	53	0.8850574712643678	0.8850574712643678	0.0	241	0.9302325581395348	0.9302325581395348	0.0	3215	0.888888888888889	0.888888888888889	0.0	684	MLPClassifier							logistic	(60, 20, 80)	invscaling	500000.0	lbfgs
687	17.085.521.221.160.800	0.0	0.0092811584472656	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.851063829787234	0.851063829787234	0.0	53	0.8850574712643678	0.8850574712643678	0.0	241	0.9302325581395348	0.9302325581395348	0.0	3215	0.888888888888889	0.888888888888889	0.0	684	MLPClassifier							logistic	(80, 20, 20)	invscaling	500000.0	lbfgs
688	0.12069034576416016	0.0	0.0077698230743408	0.0	{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							logistic	45	constant	500000.0	lbfgs
689	0.11044192314147949	0.0	0.0080361366271972	0.0	{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							logistic	50	constant	500000.0	lbfgs
690	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
691	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
692	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
693	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
694	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
695	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
696	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
697	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
698	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
699	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
700	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
701	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
702	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
703	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
704	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
705	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
706	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
707	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
708	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
709	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
710	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
711	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
712	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
713	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
714	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
715	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
716	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
717	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
718	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
719	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
720	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
721	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
722	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
723	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
724	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
725	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
726	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
727	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
728	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
729	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
730	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
731	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
732	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
733	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
734	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
735	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
736	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
737	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
738	0.2216188907623291	0.0	0.0087151527404785	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 60)	adaptive	500000.0	lbfgs
739	0.37163305282592773	0.0	0.0085079669952392	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 75)	constant	500000.0	lbfgs
740	0.16705894470214844	0.0	0.0101728439331054	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(75, 30)	constant	500000.0	lbfgs
741	0.2615690231323242	0.0	0.0101559162139892	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(75, 60)	constant	500000.0	lbfgs
742	4.396.262.168.884.270	0.0	0.0086910724639892	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(75, 75)	constant	500000.0	adam
743	4.305.896.759.033.200	0.0	0.0090398788452148	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(75, 90)	constant	500000.0	adam
744	4.486.133.813.858.030	0.0	0.0088870525360107	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(75, 90)	invscaling	500000.0	adam
745	36.013.240.814.208.900	0.0	0.0092279911041259	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(90, 30)	constant	500000.0	adam
746	3.300.791.025.161.740	0.0	0.0090749263763427	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(90, 30)	invscaling	500000.0	adam
747	3.705.275.774.002.070	0.0	0.0093030929565429	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(90, 45)	adaptive	500000.0	adam
748	0.3084878921508789	0.0	0.0091800689697265	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(90, 75)	adaptive	500000.0	lbfgs
749	2.762.579.917.907.710	0.0	0.0097241401672363	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(20, 20, 60)	constant	500000.0	adam
750	0.18659496307373047	0.0	0.0078909397125244	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(20, 20, 80)	invscaling	500000.0	lbfgs
751	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
752	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
753	0.23293375968933105	0.0	0.0082101821899414	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(20, 60, 40)	adaptive	500000.0	lbfgs
754	0.4376389980316162	0.0	0.008746862411499	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(20, 60, 80)	constant	500000.0	lbfgs
755	4.635.528.326.034.540	0.0	0.0089399814605712	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(20, 60, 100)	invscaling	500000.0	adam
756	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
757	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
758	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
759	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
760	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
761	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
762	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
763	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
764	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
765	26.099.541.187.286.300	0.0	0.0089669227600097	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(40, 60, 20)	invscaling	500000.0	adam
766	4.267.692.804.336.540	0.0	0.0086100101470947	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(40, 60, 80)	invscaling	500000.0	adam
767	0.4600958824157715	0.0	0.0120782852172851	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(40, 60, 100)	invscaling	500000.0	lbfgs
768	4.111.471.891.403.190	0.0	0.0094683170318603	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(40, 80, 60)	constant	500000.0	adam
769	0.6025211811065674	0.0	0.0097458362579345	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(40, 100, 60)	invscaling	500000.0	lbfgs
770	4.057.547.569.274.900	0.0	0.0095312595367431	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(40, 100, 60)	invscaling	500000.0	adam
771	52.193.217.277.526.800	0.0	0.0090889930725097	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(40, 100, 80)	adaptive	500000.0	adam
772	0.8799707889556885	0.0	0.0101311206817626	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(40, 100, 100)	constant	500000.0	lbfgs
773	2.427.456.855.773.920	0.0	0.0090501308441162	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 20, 40)	constant	500000.0	adam
774	2.506.168.842.315.670	0.0	0.0128760337829589	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 20, 60)	adaptive	500000.0	adam
775	35.360.381.603.240.900	0.0	0.0124328136444091	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 20, 100)	invscaling	500000.0	adam
776	0.2816948890686035	0.0	0.0122678279876708	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 40, 20)	adaptive	500000.0	lbfgs
777	3.836.245.059.967.040	0.0	0.0128920078277587	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 60, 20)	adaptive	500000.0	adam
778	5.090.270.042.419.430	0.0	0.0135836601257324	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 60, 60)	constant	500000.0	adam
779	4.575.192.928.314.200	0.0	0.0129311084747314	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 60, 80)	invscaling	500000.0	adam
780	543.159.294.128.418	0.0	0.0248661041259765	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 60, 100)	invscaling	500000.0	adam
781	0.5789120197296143	0.0	0.0137791633605957	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 80, 60)	invscaling	500000.0	lbfgs
782	4.319.920.063.018.790	0.0	0.0100679397583007	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(60, 80, 100)	constant	500000.0	adam
783	2.464.562.177.658.080	0.0	0.0093710422515869	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(80, 20, 60)	constant	500000.0	adam
784	0.36197710037231445	0.0	0.0107898712158203	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(80, 40, 40)	constant	500000.0	lbfgs
785	0.47885799407958984	0.0	0.0096819400787353	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(80, 60, 80)	adaptive	500000.0	lbfgs
786	0.5756199359893799	0.0	0.0107948780059814	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(80, 80, 80)	constant	500000.0	lbfgs
787	4.116.092.920.303.340	0.0	0.0115370750427246	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(80, 80, 100)	constant	500000.0	adam
788	3.882.667.064.666.740	0.0	0.0130486488342285	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(80, 100, 60)	constant	500000.0	adam
789	22.958.390.712.738.000	0.0	0.009200096130371	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(100, 20, 80)	invscaling	500000.0	adam
790	28.464.977.741.241.400	0.0	0.0093581676483154	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(100, 20, 100)	constant	500000.0	adam
791	2.851.430.892.944.330	0.0	0.0093460083007812	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(100, 40, 20)	invscaling	500000.0	adam
792	291.145.396.232.605	0.0	0.0093829631805419	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(100, 40, 20)	adaptive	500000.0	adam
793	2.935.723.066.329.950	0.0	0.0095927715301513	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(100, 60, 40)	constant	500000.0	adam
794	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
795	37.625.019.550.323.400	0.0	0.0099890232086181	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(100, 60, 100)	constant	500000.0	adam
796	0.6130092144012451	0.0	0.0097408294677734	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(100, 60, 100)	adaptive	500000.0	lbfgs
797	3.874.924.898.147.580	0.0	0.0107431411743164	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(100, 80, 60)	constant	500000.0	adam
798	0.7862389087677002	0.0	0.0103342533111572	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(100, 80, 80)	adaptive	500000.0	lbfgs
799	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
800	4.393.723.011.016.840	0.0	0.010840892791748	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(100, 100, 60)	invscaling	500000.0	adam
801	39.704.489.707.946.700	0.0	0.0083210468292236	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							tanh	(100, 100, 100)	constant	500000.0	adam
802	0.07678890228271484	0.0	0.0070648193359375	0.0	{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							relu	35	constant	500000.0	lbfgs
803	31.000.750.064.849.800	0.0	0.0070588588714599	0.0	{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							relu	35	invscaling	500000.0	adam
804	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
805	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
806	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
807	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
808	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
809	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
810	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
811	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
812	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
813	2.324.213.743.209.830	0.0	0.0079772472381591	0.0	{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							relu	(15, 90)	constant	500000.0	adam
814	0.2049260139465332	0.0	0.0078480243682861	0.0	{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							relu	(15, 90)	adaptive	500000.0	lbfgs
815	0.11009621620178223	0.0	0.0087718963623046	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							relu	(30, 30)	constant	500000.0	lbfgs
816	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
817	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
818	21.624.109.745.025.600	0.0	0.0114750862121582	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							relu	(30, 90)	constant	500000.0	adam
819	1.883.410.930.633.540	0.0	0.0081326961517333	0.0	{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							relu	(45, 30)	invscaling	500000.0	adam
820	17.719.011.306.762.600	0.0	0.0080246925354003	0.0	{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.7962962962962963	0.7962962962962963	0.0	1204	0.8735632183908046	0.8735632183908046	0.0	686	1.0	1.0	0.0	1	0.8865979381443299	0.8865979381443299	0.0	686	MLPClassifier							relu	(45, 45)	adaptive	500000.0	adam
821	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
822	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
823	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
824	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
825	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
826	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
827	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
828	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
829	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
830	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
831	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
832	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
833	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
834	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
835	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
836	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
837	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
838	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
839	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
840	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
841	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
842	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
843	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
844	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
845	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
846	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
847	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
848	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
849	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
850	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
851	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
852	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
853	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
854	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
855	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
856	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
857	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
858	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
859	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
860	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
861	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
862	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
863	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
864	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
865	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
866	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
867	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
868	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
869	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
870	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
871	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
872	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
873	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
874	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
875	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
876	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
877	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
878	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
879	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
880	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
881	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
882	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
883	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
884	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
885	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
886	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
887	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
888	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
889	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
890	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
891	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
892	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
893	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
894	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
895	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
896	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
897	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
898	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
899	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
900	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
901	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
902	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
903	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
904	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
905	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
906	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
907	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
908	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
909	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
910	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
911	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
912	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
913	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
914	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
915	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
916	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
917	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
918	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
919	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
920	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
921	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
922	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
923	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
924	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
925	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
926	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
927	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
928	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
929	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
930	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
931	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
932	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
933	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
934	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
935	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
936	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
937	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
938	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
939	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
940	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
941	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
942	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
943	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
944	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
945	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
946	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
947	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
948	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
949	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
950	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
951	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
952	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
953	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
954	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
955	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
956	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
957	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
958	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
959	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
960	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
961	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
962	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
963	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
964	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
965	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
966	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
967	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
968	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
969	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
970	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
971	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
972	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
973	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
974	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
975	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
976	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
977	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
978	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
979	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
980	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
981	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
982	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
983	0.5530281066894531	0.0	0.009429931640625	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(75, 30)	constant	500000.0	lbfgs
984	0.9379489421844482	0.0	0.0134360790252685	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(75, 90)	invscaling	500000.0	lbfgs
985	977.832.293.510.437	0.0	0.0112919807434082	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(20, 20, 20)	invscaling	500000.0	adam
986	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
987	1.846.778.154.373.160	0.0	0.0092558860778808	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(20, 40, 100)	invscaling	500000.0	lbfgs
988	7.030.876.159.667.960	0.0	0.0086729526519775	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(20, 100, 20)	constant	500000.0	lbfgs
989	5.446.722.030.639.640	0.0	0.0094039440155029	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(20, 100, 40)	invscaling	500000.0	lbfgs
990	18.169.128.894.805.900	0.0	0.008430004119873	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(20, 100, 100)	adaptive	500000.0	lbfgs
991	0.8494620323181152	0.0	0.0084757804870605	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(40, 20, 80)	constant	500000.0	lbfgs
992	0.8539121150970459	0.0	0.0081667900085449	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(40, 40, 40)	constant	500000.0	lbfgs
993	11.612.660.884.857.100	0.0	0.00856614112854	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(40, 60, 40)	invscaling	500000.0	lbfgs
994	18.202.359.676.361.000	0.0	0.0094830989837646	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(40, 80, 100)	invscaling	500000.0	lbfgs
995	18.342.170.715.332.000	0.0	0.008713960647583	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(40, 100, 80)	constant	500000.0	lbfgs
996	2.198.483.943.939.200	0.0	0.0095338821411132	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(40, 100, 100)	constant	500000.0	lbfgs
997	2.033.109.188.079.830	0.0	0.0100100040435791	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(60, 20, 60)	invscaling	500000.0	lbfgs
998	11.858.561.038.970.900	0.0	0.0083229541778564	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(60, 40, 80)	constant	500000.0	lbfgs
999	12.686.312.198.638.900	0.0	0.0087947845458984	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(60, 40, 100)	adaptive	500000.0	lbfgs
1000	18.654.580.116.271.900	0.0	0.0094709396362304	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(60, 60, 100)	invscaling	500000.0	lbfgs
1001	16.279.139.518.737.700	0.0	0.0087060928344726	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(60, 80, 60)	constant	500000.0	lbfgs
1002	27.872.331.142.425.500	0.0	0.010892629623413	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(60, 100, 60)	constant	500000.0	lbfgs
1003	19.087.247.848.510.700	0.0	0.01007080078125	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(60, 100, 80)	invscaling	500000.0	lbfgs
1004	16.476.411.819.458.000	0.0	0.0110011100769042	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(80, 80, 60)	invscaling	500000.0	lbfgs
1005	11.522.178.649.902.300	0.0	0.0086908340454101	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(100, 20, 60)	invscaling	500000.0	lbfgs
1006	29.084.908.962.249.700	0.0	0.0096931457519531	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(100, 40, 80)	constant	500000.0	lbfgs
1007	1.474.430.799.484.250	0.0	0.0101971626281738	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(100, 40, 80)	invscaling	500000.0	lbfgs
1008	16.135.830.879.211.400	0.0	0.0093679428100585	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(100, 60, 20)	constant	500000.0	lbfgs
1009	4.776.843.786.239.620	0.0	0.0096850395202636	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(100, 60, 80)	adaptive	500000.0	lbfgs
1010	4.334.815.979.003.900	0.0	0.0099198818206787	0.0	{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							logistic	(100, 80, 100)	adaptive	500000.0	lbfgs
1011	29.077.279.567.718.500	0.0	0.0072748661041259	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	5	constant	500000.0	adam
1012	0.055819034576416016	0.0	0.0066068172454833	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	25	constant	500000.0	lbfgs
1013	33.325.350.284.576.400	0.0	0.0075128078460693	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	25	adaptive	500000.0	adam
1014	0.06407880783081055	0.0	0.0074481964111328	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	50	adaptive	500000.0	lbfgs
1015	0.08266496658325195	0.0	0.0076720714569091	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	55	constant	500000.0	lbfgs
1016	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
1017	0.0924067497253418	0.0	0.0078270435333251	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	70	invscaling	500000.0	lbfgs
1018	49.671.783.447.265.600	0.0	0.010211706161499	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	70	invscaling	500000.0	adam
1019	0.09425783157348633	0.0	0.0080132484436035	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	75	constant	500000.0	lbfgs
1020	0.12239193916320801	0.0	0.0083980560302734	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	90	invscaling	500000.0	lbfgs
1021	5.664.493.083.953.850	0.0	0.0094809532165527	0.0	{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	100	adaptive	500000.0	adam
1022	35.408.380.031.585.600	0.0	0.0086090564727783	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(15, 15)	adaptive	500000.0	adam
1023	0.3427550792694092	0.0	0.0083599090576171	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(15, 30)	constant	500000.0	lbfgs
1024	29.189.281.463.623.000	0.0	0.0078227519989013	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(30, 15)	constant	500000.0	adam
1025	0.09052395820617676	0.0	0.0092241764068603	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(30, 30)	adaptive	500000.0	lbfgs
1026	0.11588501930236816	0.0	0.0078320503234863	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(30, 45)	constant	500000.0	lbfgs
1027	35.416.619.777.679.400	0.0	0.0081510543823242	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(30, 60)	adaptive	500000.0	adam
1028	39.354.989.528.656.000	0.0	0.0088269710540771	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(30, 75)	invscaling	500000.0	adam
1029	4.563.219.785.690.300	0.0	0.0094931125640869	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(30, 90)	constant	500000.0	adam
1030	31.521.718.502.044.600	0.0	0.0079941749572753	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(45, 15)	adaptive	500000.0	adam
1031	0.1188669204711914	0.0	0.0087349414825439	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(45, 30)	constant	500000.0	lbfgs
1032	35.407.958.030.700.600	0.0	0.0133092403411865	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(45, 60)	constant	500000.0	adam
1033	3.808.962.106.704.710	0.0	0.0084009170532226	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(45, 75)	constant	500000.0	adam
1034	0.2882859706878662	0.0	0.0086886882781982	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(45, 90)	adaptive	500000.0	lbfgs
1035	3.204.648.971.557.610	0.0	0.0126090049743652	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 15)	adaptive	500000.0	adam
1036	33.097.448.348.999.000	0.0	0.0081760883331298	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 45)	constant	500000.0	adam
1037	36.988.561.153.411.800	0.0	0.0084500312805175	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 60)	adaptive	500000.0	adam
1038	4.138.878.107.070.920	0.0	0.0100448131561279	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 75)	invscaling	500000.0	adam
1039	4.547.172.784.805.290	0.0	0.0100588798522949	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 75)	adaptive	500000.0	adam
1040	0.32778215408325195	0.0	0.0090749263763427	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 90)	constant	500000.0	lbfgs
1041	4.476.100.921.630.850	0.0	0.0088350772857666	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 90)	constant	500000.0	adam
1042	4.478.523.015.975.950	0.0	0.0133538246154785	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 90)	invscaling	500000.0	adam
1043	3.483.227.014.541.620	0.0	0.0088729858398437	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(75, 15)	constant	500000.0	adam
1044	0.1889653205871582	0.0	0.0091426372528076	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(75, 30)	invscaling	500000.0	lbfgs
1045	0.20075702667236328	0.0	0.0118017196655273	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(75, 30)	adaptive	500000.0	lbfgs
1046	30.433.568.954.467.700	0.0	0.0092411041259765	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(75, 30)	adaptive	500000.0	adam
1047	3.874.748.706.817.620	0.0	0.0091571807861328	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(75, 45)	adaptive	500000.0	adam
1048	39.826.278.686.523.400	0.0	0.0092480182647705	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(75, 60)	invscaling	500000.0	adam
1049	0.28694772720336914	0.0	0.0106091499328613	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(90, 15)	invscaling	500000.0	lbfgs
1050	40.455.710.887.908.900	0.0	0.0096209049224853	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(90, 45)	constant	500000.0	adam
1051	0.3458130359649658	0.0	0.0102620124816894	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(90, 75)	constant	500000.0	lbfgs
1052	0.3231208324432373	0.0	0.0093281269073486	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(90, 75)	invscaling	500000.0	lbfgs
1053	4.418.591.022.491.450	0.0	0.010002851486206	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(90, 75)	adaptive	500000.0	adam
1054	0.4326050281524658	0.0	0.0092568397521972	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(90, 90)	constant	500000.0	lbfgs
1055	4.839.890.003.204.340	0.0	0.0083110332489013	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(90, 90)	constant	500000.0	adam
1056	0.3930490016937256	0.0	0.0165832042694091	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(90, 90)	invscaling	500000.0	lbfgs
1057	0.4120211601257324	0.0	0.01021409034729	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(90, 90)	adaptive	500000.0	lbfgs
1058	25.779.898.166.656.400	0.0	0.0080418586730957	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 20, 40)	constant	500000.0	adam
1059	2.931.396.007.537.840	0.0	0.0080530643463134	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 20, 100)	constant	500000.0	adam
1060	23.756.320.476.531.900	0.0	0.0086987018585205	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 40, 20)	constant	500000.0	adam
1061	33.727.309.703.826.900	0.0	0.0096521377563476	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 40, 40)	constant	500000.0	adam
1062	0.3736238479614258	0.0	0.0084559917449951	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 40, 100)	invscaling	500000.0	lbfgs
1063	2.126.017.689.704.890	0.0	0.0088152885437011	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 40, 100)	adaptive	500000.0	sgd
1064	0.34145092964172363	0.0	0.0084547996520996	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 60, 60)	constant	500000.0	lbfgs
1065	38.597.500.324.249.200	0.0	0.0091278553009033	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 60, 60)	adaptive	500000.0	adam
1066	3.676.860.809.326.170	0.0	0.0090270042419433	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 60, 80)	adaptive	500000.0	adam
1067	47.042.810.916.900.600	0.0	0.0084009170532226	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 60, 100)	adaptive	500000.0	adam
1068	0.3929100036621094	0.0	0.008958101272583	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 80, 20)	constant	500000.0	lbfgs
1069	0.3900148868560791	0.0	0.0083751678466796	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 80, 60)	invscaling	500000.0	lbfgs
1070	434.223.198.890.686	0.0	0.0092959403991699	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 80, 60)	adaptive	500000.0	adam
1071	2.101.052.474.975.580	0.0	0.0082030296325683	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 100, 20)	adaptive	500000.0	sgd
1072	0.5900061130523682	0.0	0.0095818042755126	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 100, 60)	adaptive	500000.0	lbfgs
1073	5.723.217.010.498.040	0.0	0.0094251632690429	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(20, 100, 60)	adaptive	500000.0	adam
1074	28.651.959.896.087.600	0.0	0.0090599060058593	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 20, 80)	constant	500000.0	adam
1075	3.146.555.185.317.990	0.0	0.0083990097045898	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 40, 20)	invscaling	500000.0	adam
1076	0.21460199356079102	0.0	0.0089740753173828	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 40, 20)	adaptive	500000.0	lbfgs
1077	3.876.006.841.659.540	0.0	0.0089662075042724	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 40, 100)	constant	500000.0	adam
1078	34.888.298.511.505.100	0.0	0.0095291137695312	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 60, 40)	constant	500000.0	adam
1079	4.187.836.170.196.530	0.0	0.0167980194091796	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 60, 100)	invscaling	500000.0	adam
1080	30.910.627.841.949.400	0.0	0.010477066040039	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 80, 20)	constant	500000.0	adam
1081	0.3839409351348877	0.0	0.0088779926300048	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 80, 60)	adaptive	500000.0	lbfgs
1082	4.257.605.075.836.180	0.0	0.0094127655029296	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 80, 80)	adaptive	500000.0	adam
1083	0.6526196002960205	0.0	0.0096631050109863	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 80, 100)	invscaling	500000.0	lbfgs
1084	0.4855029582977295	0.0	0.0092139244079589	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 100, 20)	adaptive	500000.0	lbfgs
1085	0.4654850959777832	0.0	0.0092439651489257	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 100, 40)	adaptive	500000.0	lbfgs
1086	3.624.472.141.265.860	0.0	0.0097248554229736	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 100, 40)	adaptive	500000.0	adam
1087	0.8821611404418945	0.0	0.0098929405212402	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(40, 100, 100)	invscaling	500000.0	lbfgs
1088	0.2715950012207031	0.0	0.0132460594177246	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 20, 20)	invscaling	500000.0	lbfgs
1089	25.817.859.172.821.000	0.0	0.0083110332489013	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 20, 20)	adaptive	500000.0	adam
1090	28.845.272.064.208.900	0.0	0.015366792678833	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 20, 60)	constant	500000.0	adam
1091	0.2890770435333252	0.0	0.0086028575897216	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 20, 80)	constant	500000.0	lbfgs
1092	0.29482007026672363	0.0	0.0086667537689208	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 20, 80)	invscaling	500000.0	lbfgs
1093	350.221.586.227.417	0.0	0.0128898620605468	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 20, 80)	invscaling	500000.0	adam
1094	3.241.145.133.972.160	0.0	0.013772964477539	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 20, 80)	adaptive	500000.0	adam
1095	372.367.000.579.834	0.0	0.0125799179077148	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 20, 100)	constant	500000.0	adam
1096	3.328.636.884.689.330	0.0	0.0123810768127441	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 40, 20)	invscaling	500000.0	adam
1097	34.097.511.768.341.000	0.0	0.0124869346618652	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 40, 40)	constant	500000.0	adam
1098	340.742.564.201.355	0.0	0.0128340721130371	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 40, 60)	invscaling	500000.0	adam
1099	4.180.917.978.286.740	0.0	0.0130572319030761	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 60, 20)	invscaling	500000.0	adam
1100	0.36245226860046387	0.0	0.0115389823913574	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 60, 40)	constant	500000.0	lbfgs
1101	39.915.928.840.637.200	0.0	0.0256121158599853	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 60, 40)	constant	500000.0	adam
1102	0.4266021251678467	0.0	0.0138559341430664	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 60, 40)	invscaling	500000.0	lbfgs
1103	0.37004518508911133	0.0	0.0123918056488037	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 60, 40)	adaptive	500000.0	lbfgs
1104	38.826.301.097.869.800	0.0	0.0128130912780761	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 60, 60)	invscaling	500000.0	adam
1105	0.5500009059906006	0.0	0.0142381191253662	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 60, 60)	adaptive	500000.0	lbfgs
1106	38.378.188.610.076.900	0.0	0.0088109970092773	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 80, 40)	adaptive	500000.0	adam
1107	37.344.822.883.605.900	0.0	0.0089709758758544	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 80, 60)	adaptive	500000.0	adam
1108	35.603.280.067.443.800	0.0	0.0091979503631591	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 100, 20)	constant	500000.0	adam
1109	4.147.367.238.998.410	0.0	0.0092847347259521	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 100, 20)	adaptive	500000.0	adam
1110	526.092.791.557.312	0.0	0.0095171928405761	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 100, 100)	constant	500000.0	adam
1111	49.634.411.334.991.400	0.0	0.0092859268188476	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(60, 100, 100)	invscaling	500000.0	adam
1112	2.340.101.718.902.580	0.0	0.0089821815490722	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 20, 20)	adaptive	500000.0	adam
1113	25.286.200.046.539.300	0.0	0.0088939666748046	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 20, 40)	constant	500000.0	adam
1114	0.36461687088012695	0.0	0.009045124053955	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 20, 60)	invscaling	500000.0	lbfgs
1115	2.785.353.183.746.330	0.0	0.0116517543792724	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 40, 20)	adaptive	500000.0	adam
1116	0.3073279857635498	0.0	0.0111873149871826	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 40, 40)	adaptive	500000.0	lbfgs
1117	31.386.401.653.289.700	0.0	0.0092689990997314	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 40, 60)	adaptive	500000.0	adam
1118	0.42781710624694824	0.0	0.0092658996582031	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 40, 80)	constant	500000.0	lbfgs
1119	3.122.976.064.682.000	0.0	0.0099942684173583	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 40, 80)	invscaling	500000.0	adam
1120	31.262.998.580.932.600	0.0	0.0096068382263183	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 40, 100)	constant	500000.0	adam
1121	3.530.766.010.284.420	0.0	0.0069231986999511	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 40, 100)	adaptive	500000.0	adam
1122	32.081.568.241.119.300	0.0	0.0098459720611572	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 60, 40)	adaptive	500000.0	adam
1123	3.150.485.038.757.320	0.0	0.009437084197998	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 60, 60)	constant	500000.0	adam
1124	3.552.304.983.139.030	0.0	0.0101349353790283	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 60, 100)	constant	500000.0	adam
1125	3.191.502.094.268.790	0.0	0.0133781433105468	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 80, 20)	invscaling	500000.0	adam
1126	0.4629969596862793	0.0	0.0077271461486816	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 80, 40)	invscaling	500000.0	lbfgs
1127	37.556.588.649.749.700	0.0	0.0098512172698974	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 80, 40)	adaptive	500000.0	adam
1128	0.585076093673706	0.0	0.0141348838806152	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 80, 60)	constant	500000.0	lbfgs
1129	0.49245405197143555	0.0	0.014204978942871	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 80, 60)	adaptive	500000.0	lbfgs
1130	4.460.669.040.679.930	0.0	0.0101439952850341	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 80, 80)	constant	500000.0	adam
1131	3.403.190.851.211.540	0.0	0.0136590003967285	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 80, 80)	adaptive	500000.0	adam
1132	4.133.784.055.709.830	0.0	0.0102691650390625	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 80, 100)	invscaling	500000.0	adam
1133	3.799.753.189.086.910	0.0	0.0087239742279052	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 80, 100)	adaptive	500000.0	adam
1134	0.644568920135498	0.0	0.0113890171051025	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 100, 20)	invscaling	500000.0	lbfgs
1135	0.6987910270690918	0.0	0.0099709033966064	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 100, 80)	invscaling	500000.0	lbfgs
1136	47.864.320.278.167.700	0.0	0.0098028182983398	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 100, 80)	invscaling	500000.0	adam
1137	0.8488500118255615	0.0	0.0088241100311279	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(80, 100, 100)	adaptive	500000.0	lbfgs
1138	2.493.736.982.345.580	0.0	0.0180060863494873	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 20, 40)	constant	500000.0	adam
1139	2.567.857.265.472.410	0.0	0.0098888874053955	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 20, 60)	invscaling	500000.0	adam
1140	2.483.285.903.930.660	0.0	0.0095019340515136	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 20, 60)	adaptive	500000.0	adam
1141	22.180.371.284.484.800	0.0	0.0092201232910156	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 20, 80)	constant	500000.0	adam
1142	0.32018518447875977	0.0	0.009037971496582	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 20, 80)	adaptive	500000.0	lbfgs
1143	0.2939000129699707	0.0	0.0095951557159423	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 40, 40)	invscaling	500000.0	lbfgs
1144	2.902.729.034.423.820	0.0	0.0095360279083251	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 40, 40)	invscaling	500000.0	adam
1145	0.38117384910583496	0.0	0.00897216796875	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 40, 60)	constant	500000.0	lbfgs
1146	35.948.221.683.502.100	0.0	0.0184531211853027	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 40, 60)	adaptive	500000.0	adam
1147	3.486.766.815.185.540	0.0	0.0093531608581542	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 60, 40)	adaptive	500000.0	adam
1148	3.094.295.024.871.820	0.0	0.0098979473114013	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 60, 80)	adaptive	500000.0	adam
1149	33.524.110.317.230.200	0.0	0.0128509998321533	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 80, 40)	adaptive	500000.0	adam
1150	4.463.781.833.648.680	0.0	0.0104520320892333	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 80, 100)	invscaling	500000.0	adam
1151	41.879.589.557.647.700	0.0	0.0118060111999511	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 100, 20)	invscaling	500000.0	adam
1152	4.655.634.880.065.910	0.0	0.0103678703308105	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 100, 60)	constant	500000.0	adam
1153	0.8082940578460693	0.0	0.0109298229217529	0.0	{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							tanh	(100, 100, 60)	invscaling	500000.0	lbfgs
1154	0.1902179718017578	0.0	0.008631944656372	0.0	{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	10	invscaling	500000.0	lbfgs
1155	0.25810909271240234	0.0	0.0076711177825927	0.0	{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	10	adaptive	500000.0	lbfgs
1156	0.08861899375915527	0.0	0.0077559947967529	0.0	{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	20	constant	500000.0	lbfgs
1157	0.08466696739196777	0.0	0.0064198970794677	0.0	{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	30	adaptive	500000.0	lbfgs
1158	0.11355090141296387	0.0	0.0084989070892333	0.0	{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	35	adaptive	500000.0	lbfgs
1159	0.0950930118560791	0.0	0.007228136062622	0.0	{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	45	invscaling	500000.0	lbfgs
1160	0.11393117904663086	0.0	0.0093970298767089	0.0	{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	50	invscaling	500000.0	lbfgs
1161	0.11900997161865234	0.0	0.0076282024383544	0.0	{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	70	constant	500000.0	lbfgs
1162	30.205.111.503.601.000	0.0	0.0082697868347167	0.0	{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	85	adaptive	500000.0	adam
1163	0.1494748592376709	0.0	0.0080749988555908	0.0	{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	90	adaptive	500000.0	lbfgs
1164	0.13561487197875977	0.0	0.0078201293945312	0.0	{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(15, 15)	adaptive	500000.0	lbfgs
1165	19.601.459.503.173.800	0.0	0.0074810981750488	0.0	{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(15, 45)	constant	500000.0	adam
1166	0.09718704223632812	0.0	0.0074810981750488	0.0	{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(15, 45)	invscaling	500000.0	lbfgs
1167	0.12834882736206055	0.0	0.0071170330047607	0.0	{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(15, 45)	adaptive	500000.0	lbfgs
1168	0.18622303009033203	0.0	0.0081520080566406	0.0	{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(15, 75)	adaptive	500000.0	lbfgs
1169	2.103.034.019.470.210	0.0	0.0076580047607421	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(30, 15)	adaptive	500000.0	adam
1170	20.542.750.358.581.500	0.0	0.0074880123138427	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(30, 30)	adaptive	500000.0	adam
1171	0.19486689567565918	0.0	0.0080392360687255	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(30, 90)	constant	500000.0	lbfgs
1172	0.2575240135192871	0.0	0.010387897491455	0.0	{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(30, 90)	adaptive	500000.0	lbfgs
1173	0.16025900840759277	0.0	0.0082919597625732	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 15)	constant	500000.0	lbfgs
1174	0.18631720542907715	0.0	0.0105650424957275	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 45)	adaptive	500000.0	lbfgs
1175	1.973.310.947.418.210	0.0	0.0146770477294921	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 60)	invscaling	500000.0	adam
1176	18.533.878.326.416.000	0.0	0.0085523128509521	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 60)	adaptive	500000.0	adam
1177	0.22548389434814453	0.0	0.0083038806915283	0.0	{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(75, 15)	invscaling	500000.0	lbfgs
1178	1.908.372.163.772.580	0.0	0.0086410045623779	0.0	{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(75, 30)	invscaling	500000.0	adam
1179	0.3518211841583252	0.0	0.0089340209960937	0.0	{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(75, 75)	invscaling	500000.0	lbfgs
1180	20.843.749.046.325.600	0.0	0.012347936630249	0.0	{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(90, 15)	adaptive	500000.0	adam
1181	0.3753678798675537	0.0	0.0084631443023681	0.0	{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(90, 60)	constant	500000.0	lbfgs
1182	26.905.269.622.802.700	0.0	0.0092251300811767	0.0	{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(90, 60)	constant	500000.0	adam
1183	10.356.564.998.626.700	0.0	0.0082387924194335	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 20, 20)	constant	500000.0	sgd
1184	18.784.770.965.576.100	0.0	0.0081510543823242	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 20, 20)	adaptive	500000.0	adam
1185	0.31747913360595703	0.0	0.0079712867736816	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 20, 80)	adaptive	500000.0	lbfgs
1186	0.2584798336029053	0.0	0.0076892375946044	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 20, 100)	constant	500000.0	lbfgs
1187	0.2576730251312256	0.0	0.0092580318450927	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 40, 20)	invscaling	500000.0	lbfgs
1188	0.3152122497558594	0.0	0.0078680515289306	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 40, 40)	invscaling	500000.0	lbfgs
1189	16.392.467.021.942.100	0.0	0.0083940029144287	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 40, 40)	invscaling	500000.0	adam
1190	16.509.151.458.740.200	0.0	0.008336067199707	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 40, 60)	adaptive	500000.0	adam
1191	0.31351613998413086	0.0	0.0092406272888183	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 40, 80)	constant	500000.0	lbfgs
1192	1.799.846.887.588.500	0.0	0.0099880695343017	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 60, 40)	constant	500000.0	adam
1193	1.735.414.981.842.040	0.0	0.0085630416870117	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 60, 60)	constant	500000.0	adam
1194	0.4140431880950928	0.0	0.0102858543395996	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 60, 60)	invscaling	500000.0	lbfgs
1195	2.252.662.181.854.240	0.0	0.0097510814666748	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 80, 20)	constant	500000.0	adam
1196	0.5177121162414551	0.0	0.008934736251831	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 80, 80)	invscaling	500000.0	lbfgs
1197	0.4878997802734375	0.0	0.0090160369873046	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 80, 100)	adaptive	500000.0	lbfgs
1198	0.4671449661254883	0.0	0.0089819431304931	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 100, 40)	adaptive	500000.0	lbfgs
1199	0.5577850341796875	0.0	0.0092279911041259	0.0	{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(20, 100, 80)	adaptive	500000.0	lbfgs
1200	1.249.333.381.652.830	0.0	0.0084800720214843	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 20, 40)	invscaling	500000.0	adam
1201	11.864.919.662.475.500	0.0	0.0087389945983886	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 20, 60)	constant	500000.0	adam
1202	0.3802919387817383	0.0	0.0098540782928466	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 20, 80)	adaptive	500000.0	lbfgs
1203	0.34148097038269043	0.0	0.0128438472747802	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 40, 20)	constant	500000.0	lbfgs
1204	1.442.277.193.069.450	0.0	0.0082817077636718	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 40, 20)	constant	500000.0	adam
1205	15.703.630.447.387.600	0.0	0.0087099075317382	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 40, 20)	adaptive	500000.0	adam
1206	0.2732388973236084	0.0	0.0086960792541503	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 40, 40)	constant	500000.0	lbfgs
1207	0.28127098083496094	0.0	0.0085999965667724	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 40, 60)	invscaling	500000.0	lbfgs
1208	13.292.269.706.726.000	0.0	0.0088460445404052	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 40, 80)	invscaling	500000.0	adam
1209	0.29151201248168945	0.0	0.0085599422454833	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 40, 80)	adaptive	500000.0	lbfgs
1210	0.39241600036621094	0.0	0.0089352130889892	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 60, 40)	constant	500000.0	lbfgs
1211	0.34186220169067383	0.0	0.0084779262542724	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 60, 40)	adaptive	500000.0	lbfgs
1212	0.4103841781616211	0.0	0.0103039741516113	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 60, 80)	constant	500000.0	lbfgs
1213	17.145.929.336.547.800	0.0	0.0096271038055419	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 60, 80)	invscaling	500000.0	adam
1214	0.6185908317565918	0.0	0.0095529556274414	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 60, 100)	invscaling	500000.0	lbfgs
1215	16.921.360.492.706.200	0.0	0.0114741325378417	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 60, 100)	invscaling	500000.0	adam
1216	1.608.371.901.512.140	0.0	0.0091679096221923	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 80, 20)	constant	500000.0	sgd
1217	14.120.519.161.224.300	0.0	0.0086119174957275	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 80, 40)	constant	500000.0	adam
1218	135.270.094.871.521	0.0	0.0105929374694824	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 80, 40)	invscaling	500000.0	adam
1219	0.45888209342956543	0.0	0.0097489356994628	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 100, 20)	constant	500000.0	lbfgs
1220	2.127.639.055.252.070	0.0	0.0181939601898193	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 100, 20)	invscaling	500000.0	adam
1221	0.9884979724884033	0.0	0.008786916732788	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 100, 20)	adaptive	500000.0	lbfgs
1222	0.6853370666503906	0.0	0.0099828243255615	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 100, 80)	adaptive	500000.0	lbfgs
1223	0.7974698543548584	0.0	0.0093371868133544	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 100, 100)	constant	500000.0	lbfgs
1224	0.811539888381958	0.0	0.0101540088653564	0.0	{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(40, 100, 100)	adaptive	500000.0	lbfgs
1225	0.4176650047302246	0.0	0.0096707344055175	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 20, 20)	constant	500000.0	lbfgs
1226	0.2735259532928467	0.0	0.0118288993835449	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 20, 80)	constant	500000.0	lbfgs
1227	0.3168020248413086	0.0	0.0089280605316162	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 40, 20)	constant	500000.0	lbfgs
1228	12.852.420.806.884.700	0.0	0.0088419914245605	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 40, 40)	invscaling	500000.0	adam
1229	0.505316972732544	0.0	0.0148210525512695	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 40, 80)	constant	500000.0	lbfgs
1230	0.32415103912353516	0.0	0.0097436904907226	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 60, 20)	invscaling	500000.0	lbfgs
1231	1.431.304.931.640.620	0.0	0.0092179775238037	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 60, 20)	invscaling	500000.0	adam
1232	0.4305288791656494	0.0	0.0097911357879638	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 60, 40)	adaptive	500000.0	lbfgs
1233	16.185.147.762.298.500	0.0	0.0137982368469238	0.0	{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(60, 60, 80)	adaptive	500000.0	adam
1234	13.195.178.508.758.500	0.0	0.0097110271453857	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 20, 20)	constant	500000.0	adam
1235	19.427.790.641.784.600	0.0	0.0102288722991943	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 40, 20)	invscaling	500000.0	adam
1236	14.316.395.998.001.000	0.0	0.0109791755676269	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 40, 40)	constant	500000.0	sgd
1237	0.4652879238128662	0.0	0.0088679790496826	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 40, 40)	invscaling	500000.0	lbfgs
1238	13.891.808.986.663.800	0.0	0.0115211009979248	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 40, 60)	invscaling	500000.0	adam
1239	14.972.379.207.611.000	0.0	0.0091400146484375	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 40, 100)	invscaling	500000.0	adam
1240	13.770.489.692.687.900	0.0	0.010897159576416	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 40, 100)	adaptive	500000.0	adam
1241	16.439.650.058.746.300	0.0	0.0094478130340576	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 60, 20)	constant	500000.0	adam
1242	0.3760247230529785	0.0	0.0109980106353759	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 60, 40)	constant	500000.0	lbfgs
1243	0.674644947052002	0.0	0.0092592239379882	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 60, 100)	adaptive	500000.0	lbfgs
1244	0.45467591285705566	0.0	0.0095753669738769	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 80, 20)	invscaling	500000.0	lbfgs
1245	0.5625741481781006	0.0	0.0199298858642578	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 80, 60)	invscaling	500000.0	lbfgs
1246	19.206.719.398.498.500	0.0	0.0096549987792968	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 100, 20)	invscaling	500000.0	adam
1247	15.384.750.366.210.900	0.0	0.0108458995819091	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 100, 20)	adaptive	500000.0	adam
1248	0.5934879779815674	0.0	0.0092880725860595	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 100, 40)	invscaling	500000.0	lbfgs
1249	0.6665270328521729	0.0	0.0102119445800781	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 100, 60)	adaptive	500000.0	lbfgs
1250	18.107.330.799.102.700	0.0	0.0098829269409179	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 100, 80)	invscaling	500000.0	adam
1251	0.969703197479248	0.0	0.0100078582763671	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 100, 100)	constant	500000.0	lbfgs
1252	0.87764573097229	0.0	0.0104141235351562	0.0	{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(80, 100, 100)	invscaling	500000.0	lbfgs
1253	0.5874741077423096	0.0	0.0140109062194824	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 20, 20)	constant	500000.0	lbfgs
1254	0.3111612796783447	0.0	0.0088739395141601	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 20, 20)	adaptive	500000.0	lbfgs
1255	16.420.249.938.964.800	0.0	0.009894847869873	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 20, 20)	adaptive	500000.0	adam
1256	0.36679792404174805	0.0	0.0093300342559814	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 20, 40)	adaptive	500000.0	lbfgs
1257	15.723.278.522.491.400	0.0	0.0094730854034423	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 20, 40)	adaptive	500000.0	adam
1258	14.598.281.383.514.400	0.0	0.0094869136810302	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 20, 100)	constant	500000.0	adam
1259	0.4099428653717041	0.0	0.0091228485107421	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 20, 100)	adaptive	500000.0	lbfgs
1260	0.38092589378356934	0.0	0.0096919536590576	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 40, 20)	constant	500000.0	lbfgs
1261	0.45118021965026855	0.0	0.0093700885772705	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 40, 60)	adaptive	500000.0	lbfgs
1262	0.5483407974243164	0.0	0.009214162826538	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 40, 100)	invscaling	500000.0	lbfgs
1263	1.408.646.821.975.700	0.0	0.0160162448883056	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 40, 100)	adaptive	500000.0	adam
1264	0.40122270584106445	0.0	0.0094373226165771	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 60, 20)	adaptive	500000.0	lbfgs
1265	0.5327310562133789	0.0	0.0093438625335693	0.0	{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}	0.8076923076923077	0.8076923076923077	0.0	787	0.8735632183908046	0.8735632183908046	0.0	686	0.9767441860465116	0.9767441860465116	0.0	1284	0.8842105263157894	0.8842105263157894	0.0	968	MLPClassifier							relu	(100, 60, 60)	constant	500000.0	lbfgs
1266	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
1267	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
1268	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
1269	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
1270	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
1271	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
1272	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
1273	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
1274	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
1275	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
1276	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
1277	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
1278	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
1279	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
1280	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
1281	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
1282	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
1283	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
1284	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
1285	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
1286	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
1287	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
1288	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
1289	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
1290	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
1291	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
1292	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
1293	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

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