OpenML
Supervised Classification on isolet

Supervised Classification on isolet

Task 3481 Supervised Classification isolet 14507 runs submitted
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  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_99 under100k
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14507 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9713, kappa: 0.9701, kb_relative_information_score: 7476.9799, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9713, predictive_accuracy: 0.9713, prior_entropy: 4.7004, recall: 0.9713, relative_absolute_error: 0.0953, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0449, root_relative_squared_error: 0.2334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.8711, kappa: 0.8658, kb_relative_information_score: 6874.9962, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8718, predictive_accuracy: 0.871, prior_entropy: 4.7004, recall: 0.871, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.968, kappa: 0.9667, kb_relative_information_score: 7469.1411, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9681, predictive_accuracy: 0.9679, prior_entropy: 4.7004, recall: 0.9679, relative_absolute_error: 0.0975, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0459, root_relative_squared_error: 0.2387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.1674, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, kappa: 0.6893, kb_relative_information_score: 4256.7104, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.7013, prior_entropy: 4.7004, recall: 0.7013, relative_absolute_error: 0.7658, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.8052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.343, kappa: -0.0097, kb_relative_information_score: 0.2444, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0291, prior_entropy: 4.7004, recall: 0.0291, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.696, kappa: 0.7119, kb_relative_information_score: 4826.5606, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7599, predictive_accuracy: 0.723, prior_entropy: 4.7004, recall: 0.723, relative_absolute_error: 0.6753, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1475, root_relative_squared_error: 0.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.7584, kappa: 0.7476, kb_relative_information_score: 3740.214, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7678, predictive_accuracy: 0.7573, prior_entropy: 4.7004, recall: 0.7573, relative_absolute_error: 0.7853, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.8411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.8471, kappa: 0.8453, kb_relative_information_score: 6621.7562, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8729, predictive_accuracy: 0.8512, prior_entropy: 4.7004, recall: 0.8512, relative_absolute_error: 0.3118, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0963, root_relative_squared_error: 0.5009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.974, kappa: 0.9729, kb_relative_information_score: 7515.9417, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 4.7004, recall: 0.974, relative_absolute_error: 0.084, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0419, root_relative_squared_error: 0.2181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.976, kappa: 0.9751, kb_relative_information_score: 7518.5072, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9761, predictive_accuracy: 0.976, prior_entropy: 4.7004, recall: 0.976, relative_absolute_error: 0.0841, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0412, root_relative_squared_error: 0.2142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kappa: 0.0002, kb_relative_information_score: 35.6639, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9398, kappa: 0.9376, kb_relative_information_score: 7301.3305, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.94, predictive_accuracy: 0.94, prior_entropy: 4.7004, recall: 0.94, relative_absolute_error: 0.1349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0603, root_relative_squared_error: 0.3135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9689, kappa: 0.9676, kb_relative_information_score: 7474.0134, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.969, predictive_accuracy: 0.9688, prior_entropy: 4.7004, recall: 0.9688, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0457, root_relative_squared_error: 0.2374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9074, kappa: 0.9037, kb_relative_information_score: 7145.6886, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9084, predictive_accuracy: 0.9074, prior_entropy: 4.7004, recall: 0.9074, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0785, root_relative_squared_error: 0.4082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9251, kappa: 0.9221, kb_relative_information_score: 6767.4057, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9257, predictive_accuracy: 0.9251, prior_entropy: 4.7004, recall: 0.9251, relative_absolute_error: 0.2948, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.4274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9241, kappa: 0.921, kb_relative_information_score: 6953.5268, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9245, predictive_accuracy: 0.9241, prior_entropy: 4.7004, recall: 0.9241, relative_absolute_error: 0.2351, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.873, kappa: 0.8693, kb_relative_information_score: 6496.1148, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8804, predictive_accuracy: 0.8743, prior_entropy: 4.7004, recall: 0.8743, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1027, root_relative_squared_error: 0.5339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.8618, kappa: 0.8562, kb_relative_information_score: 6747.3589, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8629, predictive_accuracy: 0.8617, prior_entropy: 4.7004, recall: 0.8617, relative_absolute_error: 0.2476, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.4606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9738, kappa: 0.9728, kb_relative_information_score: 7493.6719, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9739, predictive_accuracy: 0.9738, prior_entropy: 4.7004, recall: 0.9738, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.2254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9635, kappa: 0.962, kb_relative_information_score: 7438.1816, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9637, predictive_accuracy: 0.9634, prior_entropy: 4.7004, recall: 0.9634, relative_absolute_error: 0.1022, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0491, root_relative_squared_error: 0.2552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6495, kappa: 0.0038, kb_relative_information_score: 143.2928, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0421, prior_entropy: 4.7004, recall: 0.0421, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, kappa: 0.274, kb_relative_information_score: 1251.2098, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.3019, prior_entropy: 4.7004, recall: 0.3019, relative_absolute_error: 0.9694, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.9768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9214, kappa: 0.9182, kb_relative_information_score: 6890.8459, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9219, predictive_accuracy: 0.9214, prior_entropy: 4.7004, recall: 0.9214, relative_absolute_error: 0.2527, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.4064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.931, kappa: 0.9282, kb_relative_information_score: 6910.0954, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9313, predictive_accuracy: 0.931, prior_entropy: 4.7004, recall: 0.931, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0766, root_relative_squared_error: 0.3982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6788, kappa: 0.077, kb_relative_information_score: 73.2179, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1125, prior_entropy: 4.7004, recall: 0.1125, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.9989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8993, kappa: 0.8952, kb_relative_information_score: 8.8409, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9012, predictive_accuracy: 0.8992, prior_entropy: 4.7004, recall: 0.8992, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.7155, kappa: 0.7282, kb_relative_information_score: 4793.7741, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7609, predictive_accuracy: 0.7386, prior_entropy: 4.7004, recall: 0.7386, relative_absolute_error: 0.6794, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.148, root_relative_squared_error: 0.7694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.973, kappa: 0.9719, kb_relative_information_score: 7500.1598, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9731, predictive_accuracy: 0.9729, prior_entropy: 4.7004, recall: 0.9729, relative_absolute_error: 0.0891, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0431, root_relative_squared_error: 0.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9248, kappa: 0.9218, kb_relative_information_score: 6832.2984, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9253, predictive_accuracy: 0.9248, prior_entropy: 4.7004, recall: 0.9248, relative_absolute_error: 0.2744, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0799, root_relative_squared_error: 0.4154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.7592, kappa: 0.7472, kb_relative_information_score: 3977.2982, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7684, predictive_accuracy: 0.757, prior_entropy: 4.7004, recall: 0.757, relative_absolute_error: 0.7655, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.8201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kb_relative_information_score: 37.2354, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0382, prior_entropy: 4.7004, recall: 0.0382, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9246, kappa: 0.9216, kb_relative_information_score: 6922.8546, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.925, predictive_accuracy: 0.9246, prior_entropy: 4.7004, recall: 0.9246, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0766, root_relative_squared_error: 0.3984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, kappa: 0.223, kb_relative_information_score: 3.185, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.2529, prior_entropy: 4.7004, recall: 0.2529, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4462, kappa: -0.0003, kb_relative_information_score: 0.2355, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0382, prior_entropy: 4.7004, recall: 0.0382, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.97, kappa: 0.9688, kb_relative_information_score: 7470.8909, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.97, predictive_accuracy: 0.97, prior_entropy: 4.7004, recall: 0.97, relative_absolute_error: 0.0969, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0454, root_relative_squared_error: 0.2362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.8724, kappa: 0.8681, kb_relative_information_score: 10.8715, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8792, predictive_accuracy: 0.8732, prior_entropy: 4.7004, recall: 0.8732, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kb_relative_information_score: 0.2267, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kb_relative_information_score: 32.4124, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0382, prior_entropy: 4.7004, recall: 0.0382, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.951, kappa: 0.949, kb_relative_information_score: 7020.2492, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9512, predictive_accuracy: 0.951, prior_entropy: 4.7004, recall: 0.951, relative_absolute_error: 0.2367, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.3666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.8732, kappa: 0.8681, kb_relative_information_score: 6774.2128, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8744, predictive_accuracy: 0.8732, prior_entropy: 4.7004, recall: 0.8732, relative_absolute_error: 0.2525, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.4488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, kappa: 0.2094, kb_relative_information_score: 2304.3366, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.2398, prior_entropy: 4.7004, recall: 0.2398, relative_absolute_error: 0.9301, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.9511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9736, kappa: 0.9725, kb_relative_information_score: 7510.225, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9737, predictive_accuracy: 0.9736, prior_entropy: 4.7004, recall: 0.9736, relative_absolute_error: 0.0864, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.042, root_relative_squared_error: 0.2184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9446, kappa: 0.9422, kb_relative_information_score: 7387.9509, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9453, predictive_accuracy: 0.9445, prior_entropy: 4.7004, recall: 0.9445, relative_absolute_error: 0.0948, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0581, root_relative_squared_error: 0.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9385, kappa: 0.9361, kb_relative_information_score: 6841.1486, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9387, predictive_accuracy: 0.9386, prior_entropy: 4.7004, recall: 0.9386, relative_absolute_error: 0.282, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0784, root_relative_squared_error: 0.4079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kappa: 0.0002, kb_relative_information_score: 26.4959, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9357, kappa: 0.9332, kb_relative_information_score: 6961.0189, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9361, predictive_accuracy: 0.9357, prior_entropy: 4.7004, recall: 0.9357, relative_absolute_error: 0.2431, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.3859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kappa: 0.0002, kb_relative_information_score: 27.6877, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kappa: 0.0002, kb_relative_information_score: 35.7348, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.8703, kappa: 0.8649, kb_relative_information_score: 6884.1428, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8712, predictive_accuracy: 0.8701, prior_entropy: 4.7004, recall: 0.8701, relative_absolute_error: 0.2164, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.8379, kappa: 0.8307, kb_relative_information_score: 5777.2172, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8641, predictive_accuracy: 0.8372, prior_entropy: 4.7004, recall: 0.8372, relative_absolute_error: 0.5381, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.6333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5048, kappa: 0.0001, kb_relative_information_score: 36.891, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9178, kappa: 0.9145, kb_relative_information_score: 6921.3581, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9184, predictive_accuracy: 0.9178, prior_entropy: 4.7004, recall: 0.9178, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.4013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4968, kb_relative_information_score: 81.0012, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4337, kappa: -0.0013, kb_relative_information_score: 0.1888, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0372, prior_entropy: 4.7004, recall: 0.0372, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9728, kappa: 0.9717, kb_relative_information_score: 7487.6186, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9728, predictive_accuracy: 0.9728, prior_entropy: 4.7004, recall: 0.9728, relative_absolute_error: 0.0929, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0439, root_relative_squared_error: 0.2285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9482, kappa: 0.9462, kb_relative_information_score: 7364.7764, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9484, predictive_accuracy: 0.9483, prior_entropy: 4.7004, recall: 0.9483, relative_absolute_error: 0.1186, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.2875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9195, kappa: 0.9162, kb_relative_information_score: 6809.3062, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9251, predictive_accuracy: 0.9195, prior_entropy: 4.7004, recall: 0.9195, relative_absolute_error: 0.2912, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.4481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9619, kappa: 0.9604, kb_relative_information_score: 55.3727, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9621, predictive_accuracy: 0.9619, prior_entropy: 4.7004, recall: 0.9619, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.9991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.974, kappa: 0.9729, kb_relative_information_score: 7491.8493, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 4.7004, recall: 0.974, relative_absolute_error: 0.0905, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0434, root_relative_squared_error: 0.2259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9692, kappa: 0.968, kb_relative_information_score: 7465.232, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9693, predictive_accuracy: 0.9692, prior_entropy: 4.7004, recall: 0.9692, relative_absolute_error: 0.0986, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.2395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9676, kappa: 0.9663, kb_relative_information_score: 7464.5351, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9678, predictive_accuracy: 0.9676, prior_entropy: 4.7004, recall: 0.9676, relative_absolute_error: 0.0971, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0467, root_relative_squared_error: 0.2427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.93, kappa: 0.9272, kb_relative_information_score: 6958.7498, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9305, predictive_accuracy: 0.93, prior_entropy: 4.7004, recall: 0.93, relative_absolute_error: 0.2387, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.3892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, kappa: 0.3579, kb_relative_information_score: 2.9366, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.3826, prior_entropy: 4.7004, recall: 0.3826, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.8938, kappa: 0.8896, kb_relative_information_score: 37.339, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8947, predictive_accuracy: 0.8938, prior_entropy: 4.7004, recall: 0.8938, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.9994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9719, kappa: 0.9708, kb_relative_information_score: 7481.7198, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.972, predictive_accuracy: 0.9719, prior_entropy: 4.7004, recall: 0.9719, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0442, root_relative_squared_error: 0.2298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.914, kappa: 0.9105, kb_relative_information_score: 7092.8028, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9143, predictive_accuracy: 0.9139, prior_entropy: 4.7004, recall: 0.9139, relative_absolute_error: 0.1787, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0719, root_relative_squared_error: 0.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9652, kappa: 0.9639, kb_relative_information_score: 7439.6662, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9653, predictive_accuracy: 0.9652, prior_entropy: 4.7004, recall: 0.9652, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0484, root_relative_squared_error: 0.2516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9024, kappa: 0.8985, kb_relative_information_score: 7124.982, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.904, predictive_accuracy: 0.9024, prior_entropy: 4.7004, recall: 0.9024, relative_absolute_error: 0.1051, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0796, root_relative_squared_error: 0.4139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9103, kappa: 0.9066, kb_relative_information_score: 6860.039, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9108, predictive_accuracy: 0.9102, prior_entropy: 4.7004, recall: 0.9102, relative_absolute_error: 0.2559, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.4181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9699, kappa: 0.9687, kb_relative_information_score: 7481.3892, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9699, predictive_accuracy: 0.9699, prior_entropy: 4.7004, recall: 0.9699, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0446, root_relative_squared_error: 0.2318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6424, kappa: 0.0007, kb_relative_information_score: 107.972, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.039, prior_entropy: 4.7004, recall: 0.039, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6325, kappa: 0.0175, kb_relative_information_score: 94.4736, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0551, prior_entropy: 4.7004, recall: 0.0551, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kappa: 0.0002, kb_relative_information_score: 67.8379, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9759, kappa: 0.9749, kb_relative_information_score: 7522.3707, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.976, predictive_accuracy: 0.9759, prior_entropy: 4.7004, recall: 0.9759, relative_absolute_error: 0.0832, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0409, root_relative_squared_error: 0.2127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.8866, kappa: 0.8801, kb_relative_information_score: 6402.1382, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8966, predictive_accuracy: 0.8847, prior_entropy: 4.7004, recall: 0.8847, relative_absolute_error: 0.3813, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.5099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8593, f_measure: 0.2554, kappa: 0.3088, kb_relative_information_score: 1482.1941, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.2922, predictive_accuracy: 0.3354, prior_entropy: 4.7004, recall: 0.3354, relative_absolute_error: 0.9613, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.9684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9547, kappa: 0.9529, kb_relative_information_score: 7394.3097, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9549, predictive_accuracy: 0.9547, prior_entropy: 4.7004, recall: 0.9547, relative_absolute_error: 0.1129, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0526, root_relative_squared_error: 0.2738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4153, kappa: 0.0002, kb_relative_information_score: 23.5291, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.97, kappa: 0.9688, kb_relative_information_score: 7483.0347, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9701, predictive_accuracy: 0.97, prior_entropy: 4.7004, recall: 0.97, relative_absolute_error: 0.0928, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0448, root_relative_squared_error: 0.2329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5895, kappa: 0.0069, kb_relative_information_score: 44.079, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.045, prior_entropy: 4.7004, recall: 0.045, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.9997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9734, kappa: 0.9724, kb_relative_information_score: 7488.9963, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9735, predictive_accuracy: 0.9735, prior_entropy: 4.7004, recall: 0.9735, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0439, root_relative_squared_error: 0.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6737, kappa: 0.0048, kb_relative_information_score: 154.1323, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.043, prior_entropy: 4.7004, recall: 0.043, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.9977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9731, kappa: 0.972, kb_relative_information_score: 7481.7826, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9732, predictive_accuracy: 0.9731, prior_entropy: 4.7004, recall: 0.9731, relative_absolute_error: 0.0926, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0443, root_relative_squared_error: 0.2303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9719, kappa: 0.9708, kb_relative_information_score: 7487.0999, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.972, predictive_accuracy: 0.9719, prior_entropy: 4.7004, recall: 0.9719, relative_absolute_error: 0.0931, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0439, root_relative_squared_error: 0.2284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9688, kappa: 0.9676, kb_relative_information_score: 7465.9212, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9689, predictive_accuracy: 0.9688, prior_entropy: 4.7004, recall: 0.9688, relative_absolute_error: 0.0983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.046, root_relative_squared_error: 0.2393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9205, kappa: 0.9173, kb_relative_information_score: 6963.4871, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.921, predictive_accuracy: 0.9205, prior_entropy: 4.7004, recall: 0.9205, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0757, root_relative_squared_error: 0.3938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9295, kappa: 0.9266, kb_relative_information_score: 7280.5487, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9302, predictive_accuracy: 0.9295, prior_entropy: 4.7004, recall: 0.9295, relative_absolute_error: 0.1201, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0655, root_relative_squared_error: 0.3404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.8757, kappa: 0.8706, kb_relative_information_score: 6918.8381, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8764, predictive_accuracy: 0.8756, prior_entropy: 4.7004, recall: 0.8756, relative_absolute_error: 0.2036, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.4297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.8995, kappa: 0.8954, kb_relative_information_score: 6762.7766, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9006, predictive_accuracy: 0.8994, prior_entropy: 4.7004, recall: 0.8994, relative_absolute_error: 0.2773, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0841, root_relative_squared_error: 0.4374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.945, kappa: 0.9428, kb_relative_information_score: 25.9772, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9453, predictive_accuracy: 0.945, prior_entropy: 4.7004, recall: 0.945, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.9996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9735, kappa: 0.9724, kb_relative_information_score: 7490.4445, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9735, predictive_accuracy: 0.9735, prior_entropy: 4.7004, recall: 0.9735, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0436, root_relative_squared_error: 0.2267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.7821, kappa: 0.7754, kb_relative_information_score: 6382.4497, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7906, predictive_accuracy: 0.784, prior_entropy: 4.7004, recall: 0.784, relative_absolute_error: 0.3334, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.107, root_relative_squared_error: 0.5565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9314, kappa: 0.925, kb_relative_information_score: 7143.7195, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9407, predictive_accuracy: 0.9279, prior_entropy: 4.7004, recall: 0.9279, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0671, root_relative_squared_error: 0.3491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.969, kappa: 0.9677, kb_relative_information_score: 7476.3453, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9691, predictive_accuracy: 0.969, prior_entropy: 4.7004, recall: 0.969, relative_absolute_error: 0.0937, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0457, root_relative_squared_error: 0.2375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.7246, kappa: 0.7202, kb_relative_information_score: 639.5128, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8167, predictive_accuracy: 0.7309, prior_entropy: 4.7004, recall: 0.7309, relative_absolute_error: 0.9862, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.9868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8609, kappa: 0.8553, kb_relative_information_score: 6738.1254, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8622, predictive_accuracy: 0.8608, prior_entropy: 4.7004, recall: 0.8608, relative_absolute_error: 0.2517, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0885, root_relative_squared_error: 0.4601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9737, kappa: 0.9727, kb_relative_information_score: 7492.1937, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9738, predictive_accuracy: 0.9737, prior_entropy: 4.7004, recall: 0.9737, relative_absolute_error: 0.0904, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0435, root_relative_squared_error: 0.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9738, kappa: 0.9728, kb_relative_information_score: 7492.3374, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9739, predictive_accuracy: 0.9738, prior_entropy: 4.7004, recall: 0.9738, relative_absolute_error: 0.0903, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0435, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9269, kappa: 0.924, kb_relative_information_score: 6809.3579, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9273, predictive_accuracy: 0.9269, prior_entropy: 4.7004, recall: 0.9269, relative_absolute_error: 0.284, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0805, root_relative_squared_error: 0.4187,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs