Task
Supervised Classification on semeion

Supervised Classification on semeion

Task 9964 Supervised Classification semeion 20290 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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20290 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9233, kappa: 0.9149, kb_relative_information_score: 0.9233, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9238, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.3744, unweighted_recall: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9141, kappa: 0.9044, kb_relative_information_score: 0.8635, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.18, weighted_recall: 0.914, number_of_instances: 1593, precision: 0.9147, predictive_accuracy: 0.914, prior_entropy: 3.3218, relative_absolute_error: 0.2245, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1203, root_relative_squared_error: 0.4009, unweighted_recall: 0.9138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9066, kappa: 0.8961, kb_relative_information_score: 0.9045, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, weighted_recall: 0.9065, number_of_instances: 1593, precision: 0.9077, predictive_accuracy: 0.9065, prior_entropy: 3.3218, relative_absolute_error: 0.1259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.3998, unweighted_recall: 0.9062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9274, kappa: 0.9191, kb_relative_information_score: 0.9251, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.18, weighted_recall: 0.9272, number_of_instances: 1593, precision: 0.9284, predictive_accuracy: 0.9272, prior_entropy: 3.3218, relative_absolute_error: 0.0971, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1071, root_relative_squared_error: 0.3569, unweighted_recall: 0.9269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9143, kappa: 0.9044, kb_relative_information_score: 0.9085, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.18, weighted_recall: 0.914, number_of_instances: 1593, precision: 0.9153, predictive_accuracy: 0.914, prior_entropy: 3.3218, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.3804, unweighted_recall: 0.9138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9253, kappa: 0.917, kb_relative_information_score: 0.9257, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, weighted_recall: 0.9253, number_of_instances: 1593, precision: 0.9259, predictive_accuracy: 0.9253, prior_entropy: 3.3218, relative_absolute_error: 0.092, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.3609, unweighted_recall: 0.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9052, kappa: 0.8947, kb_relative_information_score: 0.9073, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.18, weighted_recall: 0.9052, number_of_instances: 1593, precision: 0.9063, predictive_accuracy: 0.9052, prior_entropy: 3.3218, relative_absolute_error: 0.1142, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1223, root_relative_squared_error: 0.4077, unweighted_recall: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9147, kappa: 0.9051, kb_relative_information_score: 0.9141, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.18, weighted_recall: 0.9146, number_of_instances: 1593, precision: 0.9156, predictive_accuracy: 0.9146, prior_entropy: 3.3218, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.3697, unweighted_recall: 0.9143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9146, kappa: 0.9051, kb_relative_information_score: 0.9055, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.18, weighted_recall: 0.9146, number_of_instances: 1593, precision: 0.9154, predictive_accuracy: 0.9146, prior_entropy: 3.3218, relative_absolute_error: 0.1347, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.3778, unweighted_recall: 0.9144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9165, kappa: 0.9072, kb_relative_information_score: 0.9135, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.18, weighted_recall: 0.9165, number_of_instances: 1593, precision: 0.9174, predictive_accuracy: 0.9165, prior_entropy: 3.3218, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.3678, unweighted_recall: 0.9162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.8256, kappa: 0.8082, kb_relative_information_score: 0.6642, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.18, weighted_recall: 0.8274, number_of_instances: 1593, precision: 0.827, predictive_accuracy: 0.8274, prior_entropy: 3.3218, relative_absolute_error: 0.5299, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.6127, unweighted_recall: 0.8269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9322, kappa: 0.9247, kb_relative_information_score: 0.9231, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.18, weighted_recall: 0.9322, number_of_instances: 1593, precision: 0.9327, predictive_accuracy: 0.9322, prior_entropy: 3.3218, relative_absolute_error: 0.1137, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1012, root_relative_squared_error: 0.3374, unweighted_recall: 0.9321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.912, kappa: 0.9023, kb_relative_information_score: 0.8633, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.18, weighted_recall: 0.9121, number_of_instances: 1593, precision: 0.9128, predictive_accuracy: 0.9121, prior_entropy: 3.3218, relative_absolute_error: 0.2234, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.121, root_relative_squared_error: 0.4033, unweighted_recall: 0.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9292, kappa: 0.9212, kb_relative_information_score: 0.9254, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.18, weighted_recall: 0.9291, number_of_instances: 1593, precision: 0.9302, predictive_accuracy: 0.9291, prior_entropy: 3.3218, relative_absolute_error: 0.1022, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1028, root_relative_squared_error: 0.3428, unweighted_recall: 0.9288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9189, kappa: 0.91, kb_relative_information_score: 0.9158, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.18, weighted_recall: 0.919, number_of_instances: 1593, precision: 0.9193, predictive_accuracy: 0.919, prior_entropy: 3.3218, relative_absolute_error: 0.1136, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.371, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9239, kappa: 0.9156, kb_relative_information_score: 0.9238, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.18, weighted_recall: 0.924, number_of_instances: 1593, precision: 0.9247, predictive_accuracy: 0.924, prior_entropy: 3.3218, relative_absolute_error: 0.094, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.3695, unweighted_recall: 0.9237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9286, kappa: 0.9205, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.18, weighted_recall: 0.9284, number_of_instances: 1593, precision: 0.9295, predictive_accuracy: 0.9284, prior_entropy: 3.3218, relative_absolute_error: 0.109, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.3495, unweighted_recall: 0.9283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9236, kappa: 0.9149, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9245, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.1045, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.3685, unweighted_recall: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9092, kappa: 0.8989, kb_relative_information_score: 0.9056, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.18, weighted_recall: 0.909, number_of_instances: 1593, precision: 0.9108, predictive_accuracy: 0.909, prior_entropy: 3.3218, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1151, root_relative_squared_error: 0.3835, unweighted_recall: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9197, kappa: 0.9107, kb_relative_information_score: 0.9245, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9204, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.367, unweighted_recall: 0.9194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9232, kappa: 0.9149, kb_relative_information_score: 0.9235, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9233, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.0938, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.3743, unweighted_recall: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.917, kappa: 0.9079, kb_relative_information_score: 0.8722, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.18, weighted_recall: 0.9171, number_of_instances: 1593, precision: 0.9179, predictive_accuracy: 0.9171, prior_entropy: 3.3218, relative_absolute_error: 0.2078, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1171, root_relative_squared_error: 0.3904, unweighted_recall: 0.9167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9284, kappa: 0.9205, kb_relative_information_score: 0.9299, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, weighted_recall: 0.9284, number_of_instances: 1593, precision: 0.9288, predictive_accuracy: 0.9284, prior_entropy: 3.3218, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.3511, unweighted_recall: 0.9282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9027, kappa: 0.8919, kb_relative_information_score: 0.8405, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.18, weighted_recall: 0.9027, number_of_instances: 1593, precision: 0.9036, predictive_accuracy: 0.9027, prior_entropy: 3.3218, relative_absolute_error: 0.2647, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.428, unweighted_recall: 0.9025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9189, kappa: 0.91, kb_relative_information_score: 0.9078, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.18, weighted_recall: 0.919, number_of_instances: 1593, precision: 0.9201, predictive_accuracy: 0.919, prior_entropy: 3.3218, relative_absolute_error: 0.1359, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.108, root_relative_squared_error: 0.36, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9221, kappa: 0.9135, kb_relative_information_score: 0.9219, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.18, weighted_recall: 0.9222, number_of_instances: 1593, precision: 0.9227, predictive_accuracy: 0.9222, prior_entropy: 3.3218, relative_absolute_error: 0.0957, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.3761, unweighted_recall: 0.9218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9253, kappa: 0.917, kb_relative_information_score: 0.9184, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.18, weighted_recall: 0.9253, number_of_instances: 1593, precision: 0.9257, predictive_accuracy: 0.9253, prior_entropy: 3.3218, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.3621, unweighted_recall: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9114, kappa: 0.9016, kb_relative_information_score: 0.9091, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.18, weighted_recall: 0.9115, number_of_instances: 1593, precision: 0.9123, predictive_accuracy: 0.9115, prior_entropy: 3.3218, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3863, unweighted_recall: 0.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9253, kappa: 0.917, kb_relative_information_score: 0.89, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, weighted_recall: 0.9253, number_of_instances: 1593, precision: 0.9257, predictive_accuracy: 0.9253, prior_entropy: 3.3218, relative_absolute_error: 0.177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.3698, unweighted_recall: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.8195, kappa: 0.7984, kb_relative_information_score: 0.8139, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.18, weighted_recall: 0.8186, number_of_instances: 1593, precision: 0.8228, predictive_accuracy: 0.8186, prior_entropy: 3.3218, relative_absolute_error: 0.2058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.6163, unweighted_recall: 0.8183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9298, kappa: 0.9219, kb_relative_information_score: 0.9235, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.18, weighted_recall: 0.9297, number_of_instances: 1593, precision: 0.9304, predictive_accuracy: 0.9297, prior_entropy: 3.3218, relative_absolute_error: 0.1136, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3335, unweighted_recall: 0.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9323, kappa: 0.9247, kb_relative_information_score: 0.9246, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.18, weighted_recall: 0.9322, number_of_instances: 1593, precision: 0.9329, predictive_accuracy: 0.9322, prior_entropy: 3.3218, relative_absolute_error: 0.1036, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1042, root_relative_squared_error: 0.3473, unweighted_recall: 0.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9158, kappa: 0.9065, kb_relative_information_score: 0.9105, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.18, weighted_recall: 0.9159, number_of_instances: 1593, precision: 0.916, predictive_accuracy: 0.9159, prior_entropy: 3.3218, relative_absolute_error: 0.119, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.3804, unweighted_recall: 0.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9195, kappa: 0.9107, kb_relative_information_score: 0.9199, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9201, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.1029, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.3661, unweighted_recall: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9188, kappa: 0.91, kb_relative_information_score: 0.9161, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.18, weighted_recall: 0.919, number_of_instances: 1593, precision: 0.9195, predictive_accuracy: 0.919, prior_entropy: 3.3218, relative_absolute_error: 0.1131, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.3644, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9239, kappa: 0.9156, kb_relative_information_score: 0.923, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, weighted_recall: 0.924, number_of_instances: 1593, precision: 0.9242, predictive_accuracy: 0.924, prior_entropy: 3.3218, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.3636, unweighted_recall: 0.9237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.8831, kappa: 0.8703, kb_relative_information_score: 0.8049, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.18, weighted_recall: 0.8832, number_of_instances: 1593, precision: 0.8834, predictive_accuracy: 0.8832, prior_entropy: 3.3218, relative_absolute_error: 0.3235, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1404, root_relative_squared_error: 0.468, unweighted_recall: 0.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9077, kappa: 0.8975, kb_relative_information_score: 0.9027, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, weighted_recall: 0.9077, number_of_instances: 1593, precision: 0.908, predictive_accuracy: 0.9077, prior_entropy: 3.3218, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.4015, unweighted_recall: 0.9075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.912, kappa: 0.9023, kb_relative_information_score: 0.898, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.18, weighted_recall: 0.9121, number_of_instances: 1593, precision: 0.9127, predictive_accuracy: 0.9121, prior_entropy: 3.3218, relative_absolute_error: 0.1478, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.3824, unweighted_recall: 0.9117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9006, kappa: 0.8898, kb_relative_information_score: 0.8902, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, weighted_recall: 0.9008, number_of_instances: 1593, precision: 0.9019, predictive_accuracy: 0.9008, prior_entropy: 3.3218, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.4018, unweighted_recall: 0.9004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9137, kappa: 0.9044, kb_relative_information_score: 0.9133, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.18, weighted_recall: 0.914, number_of_instances: 1593, precision: 0.9149, predictive_accuracy: 0.914, prior_entropy: 3.3218, relative_absolute_error: 0.1164, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.3749, unweighted_recall: 0.9138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9367, kappa: 0.9296, kb_relative_information_score: 0.9307, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, weighted_recall: 0.9366, number_of_instances: 1593, precision: 0.9374, predictive_accuracy: 0.9366, prior_entropy: 3.3218, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.3361, unweighted_recall: 0.9365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9215, kappa: 0.9128, kb_relative_information_score: 0.92, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, weighted_recall: 0.9215, number_of_instances: 1593, precision: 0.9224, predictive_accuracy: 0.9215, prior_entropy: 3.3218, relative_absolute_error: 0.1029, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.3671, unweighted_recall: 0.9212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9254, kappa: 0.917, kb_relative_information_score: 0.9253, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, weighted_recall: 0.9253, number_of_instances: 1593, precision: 0.9259, predictive_accuracy: 0.9253, prior_entropy: 3.3218, relative_absolute_error: 0.0998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1039, root_relative_squared_error: 0.3462, unweighted_recall: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9183, kappa: 0.9093, kb_relative_information_score: 0.8968, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.18, weighted_recall: 0.9184, number_of_instances: 1593, precision: 0.9187, predictive_accuracy: 0.9184, prior_entropy: 3.3218, relative_absolute_error: 0.1575, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3731, unweighted_recall: 0.9181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9095, kappa: 0.8996, kb_relative_information_score: 0.9068, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, weighted_recall: 0.9096, number_of_instances: 1593, precision: 0.9104, predictive_accuracy: 0.9096, prior_entropy: 3.3218, relative_absolute_error: 0.1274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.116, root_relative_squared_error: 0.3866, unweighted_recall: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9159, kappa: 0.9065, kb_relative_information_score: 0.9158, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, weighted_recall: 0.9159, number_of_instances: 1593, precision: 0.917, predictive_accuracy: 0.9159, prior_entropy: 3.3218, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.118, root_relative_squared_error: 0.3934, unweighted_recall: 0.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.8476, kappa: 0.8312, kb_relative_information_score: 0.7038, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.18, weighted_recall: 0.8481, number_of_instances: 1593, precision: 0.8485, predictive_accuracy: 0.8481, prior_entropy: 3.3218, relative_absolute_error: 0.4704, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.171, root_relative_squared_error: 0.57, unweighted_recall: 0.8475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.926, kappa: 0.9177, kb_relative_information_score: 0.9147, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.18, weighted_recall: 0.9259, number_of_instances: 1593, precision: 0.9263, predictive_accuracy: 0.9259, prior_entropy: 3.3218, relative_absolute_error: 0.1228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.106, root_relative_squared_error: 0.3533, unweighted_recall: 0.9257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9236, kappa: 0.9149, kb_relative_information_score: 0.92, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9251, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.1086, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.3609, unweighted_recall: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, f_measure: 0.8788, kappa: 0.8654, kb_relative_information_score: 0.88, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.18, weighted_recall: 0.8788, number_of_instances: 1593, precision: 0.8809, predictive_accuracy: 0.8788, prior_entropy: 3.3218, relative_absolute_error: 0.1403, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4796, unweighted_recall: 0.8783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9196, kappa: 0.9107, kb_relative_information_score: 0.9205, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9202, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1118, root_relative_squared_error: 0.3727, unweighted_recall: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9278, kappa: 0.9198, kb_relative_information_score: 0.9296, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, weighted_recall: 0.9278, number_of_instances: 1593, precision: 0.9284, predictive_accuracy: 0.9278, prior_entropy: 3.3218, relative_absolute_error: 0.0904, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.3495, unweighted_recall: 0.9276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.926, kappa: 0.9177, kb_relative_information_score: 0.9237, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, weighted_recall: 0.9259, number_of_instances: 1593, precision: 0.9264, predictive_accuracy: 0.9259, prior_entropy: 3.3218, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.3417, unweighted_recall: 0.9258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9242, kappa: 0.9156, kb_relative_information_score: 0.9205, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.18, weighted_recall: 0.924, number_of_instances: 1593, precision: 0.9248, predictive_accuracy: 0.924, prior_entropy: 3.3218, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1077, root_relative_squared_error: 0.359, unweighted_recall: 0.9239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9128, kappa: 0.903, kb_relative_information_score: 0.9066, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, weighted_recall: 0.9127, number_of_instances: 1593, precision: 0.9136, predictive_accuracy: 0.9127, prior_entropy: 3.3218, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1172, root_relative_squared_error: 0.3908, unweighted_recall: 0.9125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9002, kappa: 0.8891, kb_relative_information_score: 0.8728, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.18, weighted_recall: 0.9002, number_of_instances: 1593, precision: 0.9015, predictive_accuracy: 0.9002, prior_entropy: 3.3218, relative_absolute_error: 0.197, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.121, root_relative_squared_error: 0.4032, unweighted_recall: 0.8999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.8684, kappa: 0.8542, kb_relative_information_score: 0.8685, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.18, weighted_recall: 0.8688, number_of_instances: 1593, precision: 0.8697, predictive_accuracy: 0.8688, prior_entropy: 3.3218, relative_absolute_error: 0.1702, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.14, root_relative_squared_error: 0.4666, unweighted_recall: 0.8682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.6515, kappa: 0.6122, kb_relative_information_score: 0.6412, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.18, weighted_recall: 0.651, number_of_instances: 1593, precision: 0.6545, predictive_accuracy: 0.651, prior_entropy: 3.3218, relative_absolute_error: 0.3893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.8587, unweighted_recall: 0.6504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9109, kappa: 0.901, kb_relative_information_score: 0.9101, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, weighted_recall: 0.9109, number_of_instances: 1593, precision: 0.9115, predictive_accuracy: 0.9109, prior_entropy: 3.3218, relative_absolute_error: 0.1254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.3771, unweighted_recall: 0.9106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9266, kappa: 0.9184, kb_relative_information_score: 0.9264, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, weighted_recall: 0.9266, number_of_instances: 1593, precision: 0.9273, predictive_accuracy: 0.9266, prior_entropy: 3.3218, relative_absolute_error: 0.085, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3729, unweighted_recall: 0.9263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9176, kappa: 0.9086, kb_relative_information_score: 0.9173, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, weighted_recall: 0.9178, number_of_instances: 1593, precision: 0.9183, predictive_accuracy: 0.9178, prior_entropy: 3.3218, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1157, root_relative_squared_error: 0.3856, unweighted_recall: 0.9174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.893, kappa: 0.8814, kb_relative_information_score: 0.8915, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, weighted_recall: 0.8933, number_of_instances: 1593, precision: 0.8937, predictive_accuracy: 0.8933, prior_entropy: 3.3218, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.4576, unweighted_recall: 0.8929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.926, kappa: 0.9177, kb_relative_information_score: 0.925, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.18, weighted_recall: 0.9259, number_of_instances: 1593, precision: 0.9264, predictive_accuracy: 0.9259, prior_entropy: 3.3218, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1009, root_relative_squared_error: 0.3364, unweighted_recall: 0.9257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.8774, kappa: 0.864, kb_relative_information_score: 0.8751, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.18, weighted_recall: 0.8776, number_of_instances: 1593, precision: 0.8785, predictive_accuracy: 0.8776, prior_entropy: 3.3218, relative_absolute_error: 0.161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1366, root_relative_squared_error: 0.4553, unweighted_recall: 0.8772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9135, kappa: 0.9037, kb_relative_information_score: 0.9139, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.18, weighted_recall: 0.9134, number_of_instances: 1593, precision: 0.914, predictive_accuracy: 0.9134, prior_entropy: 3.3218, relative_absolute_error: 0.1144, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.3746, unweighted_recall: 0.9132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9341, kappa: 0.9268, kb_relative_information_score: 0.9258, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, weighted_recall: 0.9341, number_of_instances: 1593, precision: 0.9344, predictive_accuracy: 0.9341, prior_entropy: 3.3218, relative_absolute_error: 0.1025, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3385, unweighted_recall: 0.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9321, kappa: 0.9247, kb_relative_information_score: 0.9316, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.18, weighted_recall: 0.9322, number_of_instances: 1593, precision: 0.9325, predictive_accuracy: 0.9322, prior_entropy: 3.3218, relative_absolute_error: 0.0871, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1042, root_relative_squared_error: 0.3474, unweighted_recall: 0.9319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9316, kappa: 0.924, kb_relative_information_score: 0.9324, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, weighted_recall: 0.9316, number_of_instances: 1593, precision: 0.9324, predictive_accuracy: 0.9316, prior_entropy: 3.3218, relative_absolute_error: 0.0883, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.3359, unweighted_recall: 0.9314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9191, kappa: 0.91, kb_relative_information_score: 0.8937, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.18, weighted_recall: 0.919, number_of_instances: 1593, precision: 0.9196, predictive_accuracy: 0.919, prior_entropy: 3.3218, relative_absolute_error: 0.1651, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.3751, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9083, kappa: 0.8982, kb_relative_information_score: 0.9092, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.18, weighted_recall: 0.9083, number_of_instances: 1593, precision: 0.9088, predictive_accuracy: 0.9083, prior_entropy: 3.3218, relative_absolute_error: 0.112, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1203, root_relative_squared_error: 0.401, unweighted_recall: 0.9081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9056, kappa: 0.8954, kb_relative_information_score: 0.8878, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, weighted_recall: 0.9058, number_of_instances: 1593, precision: 0.9061, predictive_accuracy: 0.9058, prior_entropy: 3.3218, relative_absolute_error: 0.1681, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1182, root_relative_squared_error: 0.3938, unweighted_recall: 0.9054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9197, kappa: 0.9107, kb_relative_information_score: 0.8767, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9206, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.2022, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.383, unweighted_recall: 0.9194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9052, kappa: 0.8947, kb_relative_information_score: 0.9038, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.18, weighted_recall: 0.9052, number_of_instances: 1593, precision: 0.9067, predictive_accuracy: 0.9052, prior_entropy: 3.3218, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1212, root_relative_squared_error: 0.4041, unweighted_recall: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9291, kappa: 0.9212, kb_relative_information_score: 0.9194, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.18, weighted_recall: 0.9291, number_of_instances: 1593, precision: 0.9293, predictive_accuracy: 0.9291, prior_entropy: 3.3218, relative_absolute_error: 0.1121, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.3543, unweighted_recall: 0.9289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9203, kappa: 0.9114, kb_relative_information_score: 0.9187, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.18, weighted_recall: 0.9203, number_of_instances: 1593, precision: 0.9211, predictive_accuracy: 0.9203, prior_entropy: 3.3218, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.3747, unweighted_recall: 0.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.8694, kappa: 0.8549, kb_relative_information_score: 0.8743, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.18, weighted_recall: 0.8694, number_of_instances: 1593, precision: 0.8699, predictive_accuracy: 0.8694, prior_entropy: 3.3218, relative_absolute_error: 0.1516, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4799, unweighted_recall: 0.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9148, kappa: 0.9051, kb_relative_information_score: 0.9096, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.18, weighted_recall: 0.9146, number_of_instances: 1593, precision: 0.915, predictive_accuracy: 0.9146, prior_entropy: 3.3218, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.3768, unweighted_recall: 0.9145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9048, kappa: 0.894, kb_relative_information_score: 0.9001, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.18, weighted_recall: 0.9046, number_of_instances: 1593, precision: 0.9058, predictive_accuracy: 0.9046, prior_entropy: 3.3218, relative_absolute_error: 0.1328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.406, unweighted_recall: 0.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9171, kappa: 0.9079, kb_relative_information_score: 0.9191, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.18, weighted_recall: 0.9171, number_of_instances: 1593, precision: 0.9176, predictive_accuracy: 0.9171, prior_entropy: 3.3218, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.3713, unweighted_recall: 0.9168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9202, kappa: 0.9114, kb_relative_information_score: 0.918, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, weighted_recall: 0.9203, number_of_instances: 1593, precision: 0.921, predictive_accuracy: 0.9203, prior_entropy: 3.3218, relative_absolute_error: 0.1003, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1154, root_relative_squared_error: 0.3846, unweighted_recall: 0.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9169, kappa: 0.9079, kb_relative_information_score: 0.9183, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, weighted_recall: 0.9171, number_of_instances: 1593, precision: 0.9176, predictive_accuracy: 0.9171, prior_entropy: 3.3218, relative_absolute_error: 0.1002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.3822, unweighted_recall: 0.9168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9234, kappa: 0.9149, kb_relative_information_score: 0.9101, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9239, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.1301, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.108, root_relative_squared_error: 0.36, unweighted_recall: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9084, kappa: 0.8982, kb_relative_information_score: 0.8723, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, weighted_recall: 0.9083, number_of_instances: 1593, precision: 0.909, predictive_accuracy: 0.9083, prior_entropy: 3.3218, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1193, root_relative_squared_error: 0.3977, unweighted_recall: 0.9081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9228, kappa: 0.9142, kb_relative_information_score: 0.9063, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.18, weighted_recall: 0.9228, number_of_instances: 1593, precision: 0.9232, predictive_accuracy: 0.9228, prior_entropy: 3.3218, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.3529, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9286, kappa: 0.9205, kb_relative_information_score: 0.9269, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.18, weighted_recall: 0.9284, number_of_instances: 1593, precision: 0.9298, predictive_accuracy: 0.9284, prior_entropy: 3.3218, relative_absolute_error: 0.0976, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.3471, unweighted_recall: 0.9282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.921, kappa: 0.9121, kb_relative_information_score: 0.9209, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, weighted_recall: 0.9209, number_of_instances: 1593, precision: 0.9215, predictive_accuracy: 0.9209, prior_entropy: 3.3218, relative_absolute_error: 0.1062, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.108, root_relative_squared_error: 0.3601, unweighted_recall: 0.9207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9209, kappa: 0.9121, kb_relative_information_score: 0.9181, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.18, weighted_recall: 0.9209, number_of_instances: 1593, precision: 0.9219, predictive_accuracy: 0.9209, prior_entropy: 3.3218, relative_absolute_error: 0.1081, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.111, root_relative_squared_error: 0.3701, unweighted_recall: 0.9207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.919, kappa: 0.91, kb_relative_information_score: 0.9141, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.18, weighted_recall: 0.919, number_of_instances: 1593, precision: 0.9193, predictive_accuracy: 0.919, prior_entropy: 3.3218, relative_absolute_error: 0.1194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.368, unweighted_recall: 0.9189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9028, kappa: 0.8919, kb_relative_information_score: 0.8939, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.18, weighted_recall: 0.9027, number_of_instances: 1593, precision: 0.9036, predictive_accuracy: 0.9027, prior_entropy: 3.3218, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.4098, unweighted_recall: 0.9023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.8644, kappa: 0.8493, kb_relative_information_score: 0.8626, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.18, weighted_recall: 0.8644, number_of_instances: 1593, precision: 0.8662, predictive_accuracy: 0.8644, prior_entropy: 3.3218, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.4896, unweighted_recall: 0.8639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9235, kappa: 0.9149, kb_relative_information_score: 0.9207, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9241, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.1068, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.3582, unweighted_recall: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9209, kappa: 0.9121, kb_relative_information_score: 0.9218, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.18, weighted_recall: 0.9209, number_of_instances: 1593, precision: 0.9213, predictive_accuracy: 0.9209, prior_entropy: 3.3218, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.3752, unweighted_recall: 0.9206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9222, kappa: 0.9135, kb_relative_information_score: 0.9244, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, weighted_recall: 0.9222, number_of_instances: 1593, precision: 0.9225, predictive_accuracy: 0.9222, prior_entropy: 3.3218, relative_absolute_error: 0.0935, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.3709, unweighted_recall: 0.9219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9115, kappa: 0.9016, kb_relative_information_score: 0.9081, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.18, weighted_recall: 0.9115, number_of_instances: 1593, precision: 0.9122, predictive_accuracy: 0.9115, prior_entropy: 3.3218, relative_absolute_error: 0.1136, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1206, root_relative_squared_error: 0.4019, unweighted_recall: 0.9112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9138, kappa: 0.9044, kb_relative_information_score: 0.9144, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.18, weighted_recall: 0.914, number_of_instances: 1593, precision: 0.9143, predictive_accuracy: 0.914, prior_entropy: 3.3218, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.3893, unweighted_recall: 0.9136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9065, kappa: 0.8961, kb_relative_information_score: 0.904, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, weighted_recall: 0.9065, number_of_instances: 1593, precision: 0.9077, predictive_accuracy: 0.9065, prior_entropy: 3.3218, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.3942, unweighted_recall: 0.9062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9279, kappa: 0.9198, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.18, weighted_recall: 0.9278, number_of_instances: 1593, precision: 0.9286, predictive_accuracy: 0.9278, prior_entropy: 3.3218, relative_absolute_error: 0.1106, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.104, root_relative_squared_error: 0.3465, unweighted_recall: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9253, kappa: 0.917, kb_relative_information_score: 0.9097, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.18, weighted_recall: 0.9253, number_of_instances: 1593, precision: 0.9258, predictive_accuracy: 0.9253, prior_entropy: 3.3218, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1048, root_relative_squared_error: 0.3494, unweighted_recall: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9013, kappa: 0.8905, kb_relative_information_score: 0.9003, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, weighted_recall: 0.9014, number_of_instances: 1593, precision: 0.9023, predictive_accuracy: 0.9014, prior_entropy: 3.3218, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1239, root_relative_squared_error: 0.4131, unweighted_recall: 0.9011,

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

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