OpenML
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 14965 Supervised Classification bank-marketing 40465 runs submitted
1 likes downloaded by 5 people , 7 total downloads 0 issues
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  • OpenML-CC18 OpenML100 study_123 study_14 study_218 study_50 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, f_measure: 0.8953, kappa: 0.4625, kb_relative_information_score: 0.2586, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9022, number_of_instances: 45211, precision: 0.892, predictive_accuracy: 0.9022, prior_entropy: 0.5206, relative_absolute_error: 0.5962, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.8202, unweighted_recall: 0.7037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.8997, kappa: 0.4839, kb_relative_information_score: 0.2679, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9067, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9067, prior_entropy: 0.5206, relative_absolute_error: 0.5993, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.7884, unweighted_recall: 0.7117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.8986, kappa: 0.4786, kb_relative_information_score: 0.2725, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9055, number_of_instances: 45211, precision: 0.8957, predictive_accuracy: 0.9055, prior_entropy: 0.5206, relative_absolute_error: 0.5948, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.791, unweighted_recall: 0.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9001, kappa: 0.4841, kb_relative_information_score: 0.2688, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9074, number_of_instances: 45211, precision: 0.8975, predictive_accuracy: 0.9074, prior_entropy: 0.5206, relative_absolute_error: 0.6003, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.7836, unweighted_recall: 0.7103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.9012, kappa: 0.4917, kb_relative_information_score: 0.2724, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9081, number_of_instances: 45211, precision: 0.8986, predictive_accuracy: 0.9081, prior_entropy: 0.5206, relative_absolute_error: 0.5947, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7821, unweighted_recall: 0.7151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9011, kappa: 0.4911, kb_relative_information_score: 0.2721, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9079, number_of_instances: 45211, precision: 0.8984, predictive_accuracy: 0.9079, prior_entropy: 0.5206, relative_absolute_error: 0.5956, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.7834, unweighted_recall: 0.7152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.9, kappa: 0.4897, kb_relative_information_score: 0.275, mean_absolute_error: 0.1213, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9059, number_of_instances: 45211, precision: 0.8971, predictive_accuracy: 0.9059, prior_entropy: 0.5206, relative_absolute_error: 0.5872, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.256, root_relative_squared_error: 0.7964, unweighted_recall: 0.7186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8385, f_measure: 0.8889, kappa: 0.4201, kb_relative_information_score: 0.2246, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8987, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.8987, prior_entropy: 0.5206, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2735, root_relative_squared_error: 0.8509, unweighted_recall: 0.6777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.8996, kappa: 0.4792, kb_relative_information_score: 0.2542, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9075, number_of_instances: 45211, precision: 0.8971, predictive_accuracy: 0.9075, prior_entropy: 0.5206, relative_absolute_error: 0.6139, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7849, unweighted_recall: 0.7059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.9007, kappa: 0.493, kb_relative_information_score: 0.2754, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9067, number_of_instances: 45211, precision: 0.8979, predictive_accuracy: 0.9067, prior_entropy: 0.5206, relative_absolute_error: 0.5866, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.7917, unweighted_recall: 0.7196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8999, kappa: 0.4873, kb_relative_information_score: 0.27, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9062, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9062, prior_entropy: 0.5206, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2561, root_relative_squared_error: 0.7968, unweighted_recall: 0.7156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.8942, kappa: 0.4425, kb_relative_information_score: 0.2135, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.2066, weighted_recall: 0.905, number_of_instances: 45211, precision: 0.8925, predictive_accuracy: 0.905, prior_entropy: 0.5206, relative_absolute_error: 0.6621, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2573, root_relative_squared_error: 0.8004, unweighted_recall: 0.6825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8995, kappa: 0.4825, kb_relative_information_score: 0.2651, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9067, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.9067, prior_entropy: 0.5206, relative_absolute_error: 0.6001, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.7868, unweighted_recall: 0.7106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.9006, kappa: 0.4875, kb_relative_information_score: 0.2652, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9078, number_of_instances: 45211, precision: 0.8981, predictive_accuracy: 0.9078, prior_entropy: 0.5206, relative_absolute_error: 0.6017, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.7829, unweighted_recall: 0.7123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.8992, kappa: 0.4762, kb_relative_information_score: 0.2562, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9075, number_of_instances: 45211, precision: 0.8969, predictive_accuracy: 0.9075, prior_entropy: 0.5206, relative_absolute_error: 0.6152, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7852, unweighted_recall: 0.7034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8989, kappa: 0.4839, kb_relative_information_score: 0.2739, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9048, number_of_instances: 45211, precision: 0.8959, predictive_accuracy: 0.9048, prior_entropy: 0.5206, relative_absolute_error: 0.5858, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.7992, unweighted_recall: 0.7161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.8999, kappa: 0.4873, kb_relative_information_score: 0.2723, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9062, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9062, prior_entropy: 0.5206, relative_absolute_error: 0.5919, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.256, root_relative_squared_error: 0.7964, unweighted_recall: 0.7158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.9001, kappa: 0.4845, kb_relative_information_score: 0.264, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9075, number_of_instances: 45211, precision: 0.8975, predictive_accuracy: 0.9075, prior_entropy: 0.5206, relative_absolute_error: 0.6024, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.252, root_relative_squared_error: 0.7839, unweighted_recall: 0.7105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.9002, kappa: 0.4846, kb_relative_information_score: 0.2646, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9077, number_of_instances: 45211, precision: 0.8977, predictive_accuracy: 0.9077, prior_entropy: 0.5206, relative_absolute_error: 0.6016, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.7827, unweighted_recall: 0.7101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8971, kappa: 0.4624, kb_relative_information_score: 0.2426, mean_absolute_error: 0.1302, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9064, number_of_instances: 45211, precision: 0.8949, predictive_accuracy: 0.9064, prior_entropy: 0.5206, relative_absolute_error: 0.6301, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.7889, unweighted_recall: 0.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.8951, kappa: 0.4484, kb_relative_information_score: 0.2277, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9054, number_of_instances: 45211, precision: 0.8932, predictive_accuracy: 0.9054, prior_entropy: 0.5206, relative_absolute_error: 0.6469, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.7957, unweighted_recall: 0.6861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8962, kappa: 0.4573, kb_relative_information_score: 0.2375, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9057, number_of_instances: 45211, precision: 0.894, predictive_accuracy: 0.9057, prior_entropy: 0.5206, relative_absolute_error: 0.636, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2549, root_relative_squared_error: 0.793, unweighted_recall: 0.6923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.9002, kappa: 0.4892, kb_relative_information_score: 0.2766, mean_absolute_error: 0.1214, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9064, number_of_instances: 45211, precision: 0.8973, predictive_accuracy: 0.9064, prior_entropy: 0.5206, relative_absolute_error: 0.5877, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.7919, unweighted_recall: 0.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.8993, kappa: 0.4764, kb_relative_information_score: 0.2479, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9076, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9076, prior_entropy: 0.5206, relative_absolute_error: 0.6204, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7867, unweighted_recall: 0.7034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.898, kappa: 0.4764, kb_relative_information_score: 0.263, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9048, number_of_instances: 45211, precision: 0.895, predictive_accuracy: 0.9048, prior_entropy: 0.5206, relative_absolute_error: 0.5978, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.8017, unweighted_recall: 0.7096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.9002, kappa: 0.4854, kb_relative_information_score: 0.2644, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9074, number_of_instances: 45211, precision: 0.8976, predictive_accuracy: 0.9074, prior_entropy: 0.5206, relative_absolute_error: 0.6016, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.7856, unweighted_recall: 0.7114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8998, kappa: 0.484, kb_relative_information_score: 0.2608, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9069, number_of_instances: 45211, precision: 0.8971, predictive_accuracy: 0.9069, prior_entropy: 0.5206, relative_absolute_error: 0.6031, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7854, unweighted_recall: 0.7113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8994, kappa: 0.4814, kb_relative_information_score: 0.2734, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9066, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.9066, prior_entropy: 0.5206, relative_absolute_error: 0.5952, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2559, root_relative_squared_error: 0.7963, unweighted_recall: 0.7098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.9011, kappa: 0.4935, kb_relative_information_score: 0.2725, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9074, number_of_instances: 45211, precision: 0.8984, predictive_accuracy: 0.9074, prior_entropy: 0.5206, relative_absolute_error: 0.5908, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.7923, unweighted_recall: 0.7184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8987, kappa: 0.4791, kb_relative_information_score: 0.2604, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9056, number_of_instances: 45211, precision: 0.8958, predictive_accuracy: 0.9056, prior_entropy: 0.5206, relative_absolute_error: 0.596, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.7982, unweighted_recall: 0.7101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8999, kappa: 0.4804, kb_relative_information_score: 0.263, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9079, number_of_instances: 45211, precision: 0.8975, predictive_accuracy: 0.9079, prior_entropy: 0.5206, relative_absolute_error: 0.6061, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.7819, unweighted_recall: 0.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.9002, kappa: 0.4843, kb_relative_information_score: 0.2619, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9077, number_of_instances: 45211, precision: 0.8977, predictive_accuracy: 0.9077, prior_entropy: 0.5206, relative_absolute_error: 0.6033, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.7857, unweighted_recall: 0.7099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.8998, kappa: 0.4891, kb_relative_information_score: 0.2761, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9056, number_of_instances: 45211, precision: 0.8969, predictive_accuracy: 0.9056, prior_entropy: 0.5206, relative_absolute_error: 0.5843, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2568, root_relative_squared_error: 0.7989, unweighted_recall: 0.7186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8986, kappa: 0.4782, kb_relative_information_score: 0.2612, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9056, number_of_instances: 45211, precision: 0.8957, predictive_accuracy: 0.9056, prior_entropy: 0.5206, relative_absolute_error: 0.5981, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2554, root_relative_squared_error: 0.7946, unweighted_recall: 0.7093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9209, f_measure: 0.8985, kappa: 0.4796, kb_relative_information_score: 0.2653, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9052, number_of_instances: 45211, precision: 0.8956, predictive_accuracy: 0.9052, prior_entropy: 0.5206, relative_absolute_error: 0.5962, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.8056, unweighted_recall: 0.7116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.9009, kappa: 0.4925, kb_relative_information_score: 0.2753, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9071, number_of_instances: 45211, precision: 0.8981, predictive_accuracy: 0.9071, prior_entropy: 0.5206, relative_absolute_error: 0.5868, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.79, unweighted_recall: 0.7182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8278, f_measure: 0.8858, kappa: 0.3982, kb_relative_information_score: 0.1897, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8974, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8974, prior_entropy: 0.5206, relative_absolute_error: 0.6728, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.8738, unweighted_recall: 0.6642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.9002, kappa: 0.4866, kb_relative_information_score: 0.2703, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.2066, weighted_recall: 0.907, number_of_instances: 45211, precision: 0.8974, predictive_accuracy: 0.907, prior_entropy: 0.5206, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.7905, unweighted_recall: 0.7133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8959, kappa: 0.4577, kb_relative_information_score: 0.243, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9047, number_of_instances: 45211, precision: 0.8932, predictive_accuracy: 0.9047, prior_entropy: 0.5206, relative_absolute_error: 0.6253, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2556, root_relative_squared_error: 0.7951, unweighted_recall: 0.6946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.9007, kappa: 0.4884, kb_relative_information_score: 0.265, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9077, number_of_instances: 45211, precision: 0.898, predictive_accuracy: 0.9077, prior_entropy: 0.5206, relative_absolute_error: 0.5986, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.7833, unweighted_recall: 0.7133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8977, kappa: 0.4697, kb_relative_information_score: 0.2527, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9057, number_of_instances: 45211, precision: 0.895, predictive_accuracy: 0.9057, prior_entropy: 0.5206, relative_absolute_error: 0.6159, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2564, root_relative_squared_error: 0.7978, unweighted_recall: 0.7021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.8984, kappa: 0.4721, kb_relative_information_score: 0.2524, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9067, number_of_instances: 45211, precision: 0.8959, predictive_accuracy: 0.9067, prior_entropy: 0.5206, relative_absolute_error: 0.6149, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2533, root_relative_squared_error: 0.7882, unweighted_recall: 0.7019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.899, kappa: 0.4803, kb_relative_information_score: 0.2606, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9061, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.9061, prior_entropy: 0.5206, relative_absolute_error: 0.6029, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.796, unweighted_recall: 0.7101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9321, f_measure: 0.9019, kappa: 0.4948, kb_relative_information_score: 0.2712, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9087, number_of_instances: 45211, precision: 0.8994, predictive_accuracy: 0.9087, prior_entropy: 0.5206, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.7835, unweighted_recall: 0.7163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.9012, kappa: 0.492, kb_relative_information_score: 0.2706, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.2066, weighted_recall: 0.908, number_of_instances: 45211, precision: 0.8986, predictive_accuracy: 0.908, prior_entropy: 0.5206, relative_absolute_error: 0.5966, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7823, unweighted_recall: 0.7156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.8987, kappa: 0.4747, kb_relative_information_score: 0.255, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9067, number_of_instances: 45211, precision: 0.8961, predictive_accuracy: 0.9067, prior_entropy: 0.5206, relative_absolute_error: 0.6142, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2522, root_relative_squared_error: 0.7848, unweighted_recall: 0.7041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.8986, kappa: 0.4714, kb_relative_information_score: 0.248, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9073, number_of_instances: 45211, precision: 0.8964, predictive_accuracy: 0.9073, prior_entropy: 0.5206, relative_absolute_error: 0.6225, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7871, unweighted_recall: 0.7001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.8959, kappa: 0.4555, kb_relative_information_score: 0.2335, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9055, number_of_instances: 45211, precision: 0.8937, predictive_accuracy: 0.9055, prior_entropy: 0.5206, relative_absolute_error: 0.639, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2568, root_relative_squared_error: 0.7989, unweighted_recall: 0.6914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8985, kappa: 0.4846, kb_relative_information_score: 0.2645, mean_absolute_error: 0.1214, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9039, number_of_instances: 45211, precision: 0.8955, predictive_accuracy: 0.9039, prior_entropy: 0.5206, relative_absolute_error: 0.5874, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2612, root_relative_squared_error: 0.8126, unweighted_recall: 0.7187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8947, kappa: 0.4574, kb_relative_information_score: 0.2507, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9021, number_of_instances: 45211, precision: 0.8914, predictive_accuracy: 0.9021, prior_entropy: 0.5206, relative_absolute_error: 0.6021, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2672, root_relative_squared_error: 0.8314, unweighted_recall: 0.6996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.8899, kappa: 0.436, kb_relative_information_score: 0.1831, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8968, number_of_instances: 45211, precision: 0.8861, predictive_accuracy: 0.8968, prior_entropy: 0.5206, relative_absolute_error: 0.6167, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8356, unweighted_recall: 0.6931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8196, f_measure: 0.8842, kappa: 0.4146, kb_relative_information_score: 0.1676, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8896, number_of_instances: 45211, precision: 0.8804, predictive_accuracy: 0.8896, prior_entropy: 0.5206, relative_absolute_error: 0.6072, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2939, root_relative_squared_error: 0.9143, unweighted_recall: 0.6892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8399, f_measure: 0.8821, kappa: 0.3902, kb_relative_information_score: 0.1229, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.2066, weighted_recall: 0.891, number_of_instances: 45211, precision: 0.8775, predictive_accuracy: 0.891, prior_entropy: 0.5206, relative_absolute_error: 0.6475, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2837, root_relative_squared_error: 0.8826, unweighted_recall: 0.6687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.8907, kappa: 0.4427, kb_relative_information_score: 0.1738, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.2066, weighted_recall: 0.897, number_of_instances: 45211, precision: 0.8871, predictive_accuracy: 0.897, prior_entropy: 0.5206, relative_absolute_error: 0.6219, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.27, root_relative_squared_error: 0.8402, unweighted_recall: 0.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.8888, kappa: 0.437, kb_relative_information_score: 0.188, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8942, number_of_instances: 45211, precision: 0.8852, predictive_accuracy: 0.8942, prior_entropy: 0.5206, relative_absolute_error: 0.6025, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.277, root_relative_squared_error: 0.8617, unweighted_recall: 0.6987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8924, f_measure: 0.8921, kappa: 0.4469, kb_relative_information_score: 0.1868, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.2066, weighted_recall: 0.899, number_of_instances: 45211, precision: 0.8885, predictive_accuracy: 0.899, prior_entropy: 0.5206, relative_absolute_error: 0.6194, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.8298, unweighted_recall: 0.6975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.8918, kappa: 0.4506, kb_relative_information_score: 0.1948, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8974, number_of_instances: 45211, precision: 0.8883, predictive_accuracy: 0.8974, prior_entropy: 0.5206, relative_absolute_error: 0.6068, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2678, root_relative_squared_error: 0.8333, unweighted_recall: 0.7036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8738, f_measure: 0.8848, kappa: 0.3997, kb_relative_information_score: 0.1315, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8947, number_of_instances: 45211, precision: 0.8807, predictive_accuracy: 0.8947, prior_entropy: 0.5206, relative_absolute_error: 0.6608, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.273, root_relative_squared_error: 0.8494, unweighted_recall: 0.6697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.8821, kappa: 0.4031, kb_relative_information_score: 0.1441, mean_absolute_error: 0.1303, mean_prior_absolute_error: 0.2066, weighted_recall: 0.888, number_of_instances: 45211, precision: 0.8782, predictive_accuracy: 0.888, prior_entropy: 0.5206, relative_absolute_error: 0.6307, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3022, root_relative_squared_error: 0.9402, unweighted_recall: 0.6831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8917, kappa: 0.4431, kb_relative_information_score: 0.172, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8991, number_of_instances: 45211, precision: 0.8881, predictive_accuracy: 0.8991, prior_entropy: 0.5206, relative_absolute_error: 0.6266, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.8254, unweighted_recall: 0.6943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.8912, kappa: 0.4395, kb_relative_information_score: 0.1754, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.2066, weighted_recall: 0.899, number_of_instances: 45211, precision: 0.8876, predictive_accuracy: 0.899, prior_entropy: 0.5206, relative_absolute_error: 0.6225, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2672, root_relative_squared_error: 0.8314, unweighted_recall: 0.6918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.8893, kappa: 0.4317, kb_relative_information_score: 0.1816, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8966, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.8966, prior_entropy: 0.5206, relative_absolute_error: 0.6196, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2671, root_relative_squared_error: 0.831, unweighted_recall: 0.6901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.8921, kappa: 0.4472, kb_relative_information_score: 0.1816, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8989, number_of_instances: 45211, precision: 0.8885, predictive_accuracy: 0.8989, prior_entropy: 0.5206, relative_absolute_error: 0.6175, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2678, root_relative_squared_error: 0.8332, unweighted_recall: 0.6979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.8885, kappa: 0.4348, kb_relative_information_score: 0.1815, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8941, number_of_instances: 45211, precision: 0.8849, predictive_accuracy: 0.8941, prior_entropy: 0.5206, relative_absolute_error: 0.612, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.8561, unweighted_recall: 0.6972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.8894, kappa: 0.4399, kb_relative_information_score: 0.1854, mean_absolute_error: 0.1251, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8948, number_of_instances: 45211, precision: 0.8859, predictive_accuracy: 0.8948, prior_entropy: 0.5206, relative_absolute_error: 0.6057, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.8581, unweighted_recall: 0.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.8873, kappa: 0.4272, kb_relative_information_score: 0.1707, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8935, number_of_instances: 45211, precision: 0.8835, predictive_accuracy: 0.8935, prior_entropy: 0.5206, relative_absolute_error: 0.6172, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8767, unweighted_recall: 0.6923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.8882, kappa: 0.4202, kb_relative_information_score: 0.1583, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8971, number_of_instances: 45211, precision: 0.8844, predictive_accuracy: 0.8971, prior_entropy: 0.5206, relative_absolute_error: 0.6354, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.8408, unweighted_recall: 0.6804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8596, f_measure: 0.8886, kappa: 0.436, kb_relative_information_score: 0.1794, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8941, number_of_instances: 45211, precision: 0.885, predictive_accuracy: 0.8941, prior_entropy: 0.5206, relative_absolute_error: 0.608, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2786, root_relative_squared_error: 0.8667, unweighted_recall: 0.6982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.8862, kappa: 0.4123, kb_relative_information_score: 0.1598, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8946, number_of_instances: 45211, precision: 0.882, predictive_accuracy: 0.8946, prior_entropy: 0.5206, relative_absolute_error: 0.6295, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.8528, unweighted_recall: 0.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.887, f_measure: 0.8889, kappa: 0.4297, kb_relative_information_score: 0.1721, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8963, number_of_instances: 45211, precision: 0.8851, predictive_accuracy: 0.8963, prior_entropy: 0.5206, relative_absolute_error: 0.6269, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.8366, unweighted_recall: 0.6892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8537, f_measure: 0.8866, kappa: 0.421, kb_relative_information_score: 0.1709, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8933, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8933, prior_entropy: 0.5206, relative_absolute_error: 0.6174, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.8727, unweighted_recall: 0.6878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.8873, kappa: 0.4279, kb_relative_information_score: 0.1741, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8931, number_of_instances: 45211, precision: 0.8835, predictive_accuracy: 0.8931, prior_entropy: 0.5206, relative_absolute_error: 0.618, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2763, root_relative_squared_error: 0.8595, unweighted_recall: 0.6935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8911, f_measure: 0.889, kappa: 0.4334, kb_relative_information_score: 0.1758, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8956, number_of_instances: 45211, precision: 0.8852, predictive_accuracy: 0.8956, prior_entropy: 0.5206, relative_absolute_error: 0.6236, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8359, unweighted_recall: 0.6933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.892, kappa: 0.4468, kb_relative_information_score: 0.1831, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8989, number_of_instances: 45211, precision: 0.8885, predictive_accuracy: 0.8989, prior_entropy: 0.5206, relative_absolute_error: 0.6196, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2659, root_relative_squared_error: 0.8274, unweighted_recall: 0.6976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8885, kappa: 0.4332, kb_relative_information_score: 0.1851, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8945, number_of_instances: 45211, precision: 0.8848, predictive_accuracy: 0.8945, prior_entropy: 0.5206, relative_absolute_error: 0.61, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.277, root_relative_squared_error: 0.8618, unweighted_recall: 0.6951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8108, f_measure: 0.8853, kappa: 0.4233, kb_relative_information_score: 0.1986, mean_absolute_error: 0.1216, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8901, number_of_instances: 45211, precision: 0.8819, predictive_accuracy: 0.8901, prior_entropy: 0.5206, relative_absolute_error: 0.5888, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.9292, unweighted_recall: 0.6953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8936, f_measure: 0.8906, kappa: 0.4397, kb_relative_information_score: 0.1824, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8975, number_of_instances: 45211, precision: 0.8869, predictive_accuracy: 0.8975, prior_entropy: 0.5206, relative_absolute_error: 0.6231, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.8292, unweighted_recall: 0.6947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7975, f_measure: 0.8834, kappa: 0.4176, kb_relative_information_score: 0.1841, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8873, number_of_instances: 45211, precision: 0.8804, predictive_accuracy: 0.8873, prior_entropy: 0.5206, relative_absolute_error: 0.6018, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9492, unweighted_recall: 0.6955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.8943, kappa: 0.4574, kb_relative_information_score: 0.1885, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9012, number_of_instances: 45211, precision: 0.8909, predictive_accuracy: 0.9012, prior_entropy: 0.5206, relative_absolute_error: 0.6213, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.263, root_relative_squared_error: 0.8184, unweighted_recall: 0.7016,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, f_measure: 0.8874, kappa: 0.4324, kb_relative_information_score: 0.1841, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8924, number_of_instances: 45211, precision: 0.884, predictive_accuracy: 0.8924, prior_entropy: 0.5206, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.284, root_relative_squared_error: 0.8837, unweighted_recall: 0.6984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.892, kappa: 0.4514, kb_relative_information_score: 0.1829, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8977, number_of_instances: 45211, precision: 0.8886, predictive_accuracy: 0.8977, prior_entropy: 0.5206, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2705, root_relative_squared_error: 0.8415, unweighted_recall: 0.7036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, f_measure: 0.8755, kappa: 0.3968, kb_relative_information_score: 0.2178, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8756, number_of_instances: 45211, precision: 0.8754, predictive_accuracy: 0.8756, prior_entropy: 0.5206, relative_absolute_error: 0.6019, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3526, root_relative_squared_error: 1.0972, unweighted_recall: 0.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.8716, kappa: 0.2943, kb_relative_information_score: 0.0594, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8934, number_of_instances: 45211, precision: 0.8724, predictive_accuracy: 0.8934, prior_entropy: 0.5206, relative_absolute_error: 0.7827, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.287, root_relative_squared_error: 0.8928, unweighted_recall: 0.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7525, f_measure: 0.88, kappa: 0.41, kb_relative_information_score: 0.1838, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8819, number_of_instances: 45211, precision: 0.8783, predictive_accuracy: 0.8819, prior_entropy: 0.5206, relative_absolute_error: 0.6041, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3262, root_relative_squared_error: 1.0149, unweighted_recall: 0.6986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8797, f_measure: 0.888, kappa: 0.4191, kb_relative_information_score: 0.1449, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8969, number_of_instances: 45211, precision: 0.8841, predictive_accuracy: 0.8969, prior_entropy: 0.5206, relative_absolute_error: 0.6431, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.271, root_relative_squared_error: 0.8431, unweighted_recall: 0.6801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8416, f_measure: 0.8889, kappa: 0.44, kb_relative_information_score: 0.1914, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8937, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.8937, prior_entropy: 0.5206, relative_absolute_error: 0.6038, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.8944, unweighted_recall: 0.7021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8068, f_measure: 0.8846, kappa: 0.4237, kb_relative_information_score: 0.1933, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8884, number_of_instances: 45211, precision: 0.8816, predictive_accuracy: 0.8884, prior_entropy: 0.5206, relative_absolute_error: 0.5956, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.9372, unweighted_recall: 0.6986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, f_measure: 0.8854, kappa: 0.4287, kb_relative_information_score: 0.1869, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.2066, weighted_recall: 0.889, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.889, prior_entropy: 0.5206, relative_absolute_error: 0.6052, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2957, root_relative_squared_error: 0.9199, unweighted_recall: 0.7015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.885, kappa: 0.4281, kb_relative_information_score: 0.1935, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8883, number_of_instances: 45211, precision: 0.8824, predictive_accuracy: 0.8883, prior_entropy: 0.5206, relative_absolute_error: 0.5926, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.9124, unweighted_recall: 0.7023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.8934, kappa: 0.4557, kb_relative_information_score: 0.1883, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8998, number_of_instances: 45211, precision: 0.89, predictive_accuracy: 0.8998, prior_entropy: 0.5206, relative_absolute_error: 0.6154, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.8299, unweighted_recall: 0.7029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8243, f_measure: 0.8829, kappa: 0.4028, kb_relative_information_score: 0.1501, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8897, number_of_instances: 45211, precision: 0.8787, predictive_accuracy: 0.8897, prior_entropy: 0.5206, relative_absolute_error: 0.6218, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2915, root_relative_squared_error: 0.9068, unweighted_recall: 0.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8418, f_measure: 0.886, kappa: 0.4276, kb_relative_information_score: 0.174, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8905, number_of_instances: 45211, precision: 0.8827, predictive_accuracy: 0.8905, prior_entropy: 0.5206, relative_absolute_error: 0.6076, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.8932, unweighted_recall: 0.6979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8744, f_measure: 0.8889, kappa: 0.4347, kb_relative_information_score: 0.1862, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8951, number_of_instances: 45211, precision: 0.8852, predictive_accuracy: 0.8951, prior_entropy: 0.5206, relative_absolute_error: 0.6095, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.8517, unweighted_recall: 0.6952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.8875, kappa: 0.4268, kb_relative_information_score: 0.1706, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8939, number_of_instances: 45211, precision: 0.8836, predictive_accuracy: 0.8939, prior_entropy: 0.5206, relative_absolute_error: 0.6184, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.855, unweighted_recall: 0.6912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, f_measure: 0.88, kappa: 0.3605, kb_relative_information_score: 0.0911, mean_absolute_error: 0.1455, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8942, number_of_instances: 45211, precision: 0.8766, predictive_accuracy: 0.8942, prior_entropy: 0.5206, relative_absolute_error: 0.7041, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8631, unweighted_recall: 0.6444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.885, kappa: 0.43, kb_relative_information_score: 0.2034, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8878, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8878, prior_entropy: 0.5206, relative_absolute_error: 0.5864, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.9421, unweighted_recall: 0.7048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.8829, kappa: 0.4243, kb_relative_information_score: 0.2066, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8848, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.8848, prior_entropy: 0.5206, relative_absolute_error: 0.5911, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3144, root_relative_squared_error: 0.9781, unweighted_recall: 0.7055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, f_measure: 0.8874, kappa: 0.4243, kb_relative_information_score: 0.1684, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8942, number_of_instances: 45211, precision: 0.8834, predictive_accuracy: 0.8942, prior_entropy: 0.5206, relative_absolute_error: 0.6213, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2721, root_relative_squared_error: 0.8467, unweighted_recall: 0.6887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8539, f_measure: 0.8843, kappa: 0.4062, kb_relative_information_score: 0.1549, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2066, weighted_recall: 0.892, number_of_instances: 45211, precision: 0.88, predictive_accuracy: 0.892, prior_entropy: 0.5206, relative_absolute_error: 0.6256, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.281, root_relative_squared_error: 0.8744, unweighted_recall: 0.6788,

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

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

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

OpenML APIs