Task
Supervised Classification on semeion

Supervised Classification on semeion

Task 9964 Supervised Classification semeion 20292 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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20292 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9222, kappa: 0.9135, kb_relative_information_score: 0.9202, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, weighted_recall: 0.9222, number_of_instances: 1593, precision: 0.9232, predictive_accuracy: 0.9222, prior_entropy: 3.3218, relative_absolute_error: 0.103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.3671, unweighted_recall: 0.9218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.8995, kappa: 0.8884, kb_relative_information_score: 0.894, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.18, weighted_recall: 0.8996, number_of_instances: 1593, precision: 0.8998, predictive_accuracy: 0.8996, prior_entropy: 3.3218, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.126, root_relative_squared_error: 0.4199, unweighted_recall: 0.8993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9166, kappa: 0.9072, kb_relative_information_score: 0.9174, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.18, weighted_recall: 0.9165, number_of_instances: 1593, precision: 0.9172, predictive_accuracy: 0.9165, prior_entropy: 3.3218, relative_absolute_error: 0.1068, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.3771, unweighted_recall: 0.9163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9032, kappa: 0.8926, kb_relative_information_score: 0.9057, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.18, weighted_recall: 0.9033, number_of_instances: 1593, precision: 0.9043, predictive_accuracy: 0.9033, prior_entropy: 3.3218, relative_absolute_error: 0.119, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.4024, unweighted_recall: 0.9029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9222, kappa: 0.9135, kb_relative_information_score: 0.9185, mean_absolute_error: 0.0205, 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: 0.1141, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.3562, unweighted_recall: 0.9219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.8869, kappa: 0.8744, kb_relative_information_score: 0.786, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.18, weighted_recall: 0.887, number_of_instances: 1593, precision: 0.8875, predictive_accuracy: 0.887, prior_entropy: 3.3218, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.4857, unweighted_recall: 0.8867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9272, kappa: 0.9191, kb_relative_information_score: 0.9257, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, weighted_recall: 0.9272, number_of_instances: 1593, precision: 0.9277, predictive_accuracy: 0.9272, prior_entropy: 3.3218, relative_absolute_error: 0.0918, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1099, root_relative_squared_error: 0.3663, unweighted_recall: 0.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9198, kappa: 0.9107, kb_relative_information_score: 0.9176, mean_absolute_error: 0.0193, 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: 0.1074, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.3743, unweighted_recall: 0.9194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.921, kappa: 0.9121, kb_relative_information_score: 0.9227, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.18, weighted_recall: 0.9209, number_of_instances: 1593, precision: 0.9218, predictive_accuracy: 0.9209, prior_entropy: 3.3218, relative_absolute_error: 0.0992, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.3694, unweighted_recall: 0.9207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9309, kappa: 0.9233, kb_relative_information_score: 0.9269, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.18, weighted_recall: 0.9309, number_of_instances: 1593, precision: 0.9311, predictive_accuracy: 0.9309, prior_entropy: 3.3218, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1002, root_relative_squared_error: 0.334, unweighted_recall: 0.9308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9255, kappa: 0.917, kb_relative_information_score: 0.9159, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.18, weighted_recall: 0.9253, number_of_instances: 1593, precision: 0.9262, predictive_accuracy: 0.9253, prior_entropy: 3.3218, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.351, unweighted_recall: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9234, kappa: 0.9149, kb_relative_information_score: 0.8996, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9237, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.1534, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.3619, unweighted_recall: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.873, kappa: 0.8591, kb_relative_information_score: 0.8705, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.18, weighted_recall: 0.8732, number_of_instances: 1593, precision: 0.8742, predictive_accuracy: 0.8732, prior_entropy: 3.3218, relative_absolute_error: 0.1508, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1487, root_relative_squared_error: 0.4958, unweighted_recall: 0.8727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9126, kappa: 0.903, kb_relative_information_score: 0.8975, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.18, weighted_recall: 0.9127, number_of_instances: 1593, precision: 0.9131, predictive_accuracy: 0.9127, prior_entropy: 3.3218, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.3824, unweighted_recall: 0.9124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9242, kappa: 0.9156, kb_relative_information_score: 0.9215, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, weighted_recall: 0.924, number_of_instances: 1593, precision: 0.9253, predictive_accuracy: 0.924, prior_entropy: 3.3218, relative_absolute_error: 0.1029, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.109, root_relative_squared_error: 0.3632, unweighted_recall: 0.9237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9121, kappa: 0.9023, kb_relative_information_score: 0.8835, mean_absolute_error: 0.0329, 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: 0.1827, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1151, root_relative_squared_error: 0.3838, unweighted_recall: 0.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9227, kappa: 0.9142, kb_relative_information_score: 0.9218, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, weighted_recall: 0.9228, number_of_instances: 1593, precision: 0.9229, predictive_accuracy: 0.9228, prior_entropy: 3.3218, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.107, root_relative_squared_error: 0.3566, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9145, kappa: 0.9051, kb_relative_information_score: 0.9178, mean_absolute_error: 0.0186, 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: 0.1036, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.3823, unweighted_recall: 0.9142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9284, kappa: 0.9205, kb_relative_information_score: 0.9284, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.18, weighted_recall: 0.9284, number_of_instances: 1593, precision: 0.929, predictive_accuracy: 0.9284, prior_entropy: 3.3218, relative_absolute_error: 0.0862, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.3635, unweighted_recall: 0.9283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9215, kappa: 0.9128, kb_relative_information_score: 0.9184, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, weighted_recall: 0.9215, number_of_instances: 1593, precision: 0.922, predictive_accuracy: 0.9215, prior_entropy: 3.3218, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.3739, unweighted_recall: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9115, kappa: 0.9016, kb_relative_information_score: 0.9151, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.18, weighted_recall: 0.9115, number_of_instances: 1593, precision: 0.9125, predictive_accuracy: 0.9115, prior_entropy: 3.3218, relative_absolute_error: 0.1039, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.117, root_relative_squared_error: 0.39, unweighted_recall: 0.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9272, kappa: 0.9191, kb_relative_information_score: 0.9233, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, weighted_recall: 0.9272, number_of_instances: 1593, precision: 0.9275, predictive_accuracy: 0.9272, prior_entropy: 3.3218, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.352, unweighted_recall: 0.9271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9373, kappa: 0.9302, kb_relative_information_score: 0.9319, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, weighted_recall: 0.9372, number_of_instances: 1593, precision: 0.9377, predictive_accuracy: 0.9372, prior_entropy: 3.3218, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.3503, unweighted_recall: 0.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9253, kappa: 0.917, kb_relative_information_score: 0.9177, mean_absolute_error: 0.0193, 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: 0.1072, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1102, root_relative_squared_error: 0.3674, unweighted_recall: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9203, kappa: 0.9114, kb_relative_information_score: 0.9177, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.18, weighted_recall: 0.9203, number_of_instances: 1593, precision: 0.9215, predictive_accuracy: 0.9203, prior_entropy: 3.3218, relative_absolute_error: 0.1145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.108, root_relative_squared_error: 0.3599, unweighted_recall: 0.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9354, kappa: 0.9282, kb_relative_information_score: 0.9334, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.18, weighted_recall: 0.9353, number_of_instances: 1593, precision: 0.936, predictive_accuracy: 0.9353, prior_entropy: 3.3218, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.103, root_relative_squared_error: 0.3433, unweighted_recall: 0.9351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9165, kappa: 0.9072, kb_relative_information_score: 0.9183, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.18, weighted_recall: 0.9165, number_of_instances: 1593, precision: 0.9167, predictive_accuracy: 0.9165, prior_entropy: 3.3218, relative_absolute_error: 0.0986, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1174, root_relative_squared_error: 0.3914, unweighted_recall: 0.9162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9203, kappa: 0.9114, kb_relative_information_score: 0.9189, mean_absolute_error: 0.0189, 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: 0.1052, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.3691, unweighted_recall: 0.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9034, kappa: 0.8926, kb_relative_information_score: 0.8988, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.18, weighted_recall: 0.9033, number_of_instances: 1593, precision: 0.9044, predictive_accuracy: 0.9033, prior_entropy: 3.3218, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1209, root_relative_squared_error: 0.403, unweighted_recall: 0.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.919, kappa: 0.91, kb_relative_information_score: 0.9175, mean_absolute_error: 0.0183, 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: 0.1019, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1157, root_relative_squared_error: 0.3857, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9258, kappa: 0.9177, kb_relative_information_score: 0.8856, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.18, weighted_recall: 0.9259, number_of_instances: 1593, precision: 0.9265, predictive_accuracy: 0.9259, prior_entropy: 3.3218, relative_absolute_error: 0.1885, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.3689, unweighted_recall: 0.9256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9252, kappa: 0.917, kb_relative_information_score: 0.9217, mean_absolute_error: 0.0184, 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: 0.102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.3586, unweighted_recall: 0.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9317, kappa: 0.924, kb_relative_information_score: 0.9212, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.18, weighted_recall: 0.9316, number_of_instances: 1593, precision: 0.9326, predictive_accuracy: 0.9316, prior_entropy: 3.3218, relative_absolute_error: 0.1126, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1032, root_relative_squared_error: 0.3439, unweighted_recall: 0.9314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.8946, kappa: 0.8835, kb_relative_information_score: 0.8955, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.18, weighted_recall: 0.8952, number_of_instances: 1593, precision: 0.8956, predictive_accuracy: 0.8952, prior_entropy: 3.3218, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1286, root_relative_squared_error: 0.4287, unweighted_recall: 0.8947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9196, kappa: 0.9107, kb_relative_information_score: 0.9213, mean_absolute_error: 0.0165, 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: 0.0916, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1167, root_relative_squared_error: 0.3892, unweighted_recall: 0.9192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9085, kappa: 0.8982, kb_relative_information_score: 0.9084, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.18, weighted_recall: 0.9083, number_of_instances: 1593, precision: 0.9093, predictive_accuracy: 0.9083, prior_entropy: 3.3218, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.391, unweighted_recall: 0.9081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7491, f_measure: 0.6736, kappa: 0.6331, kb_relative_information_score: 0.6607, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.18, weighted_recall: 0.6698, number_of_instances: 1593, precision: 0.6888, predictive_accuracy: 0.6698, prior_entropy: 3.3218, relative_absolute_error: 0.367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.8422, unweighted_recall: 0.6695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9197, kappa: 0.9107, kb_relative_information_score: 0.9144, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9205, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.1175, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.3683, unweighted_recall: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9245, kappa: 0.9163, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.18, weighted_recall: 0.9247, number_of_instances: 1593, precision: 0.925, predictive_accuracy: 0.9247, prior_entropy: 3.3218, relative_absolute_error: 0.0989, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.3635, unweighted_recall: 0.9243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.8949, kappa: 0.8835, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.18, weighted_recall: 0.8952, number_of_instances: 1593, precision: 0.896, predictive_accuracy: 0.8952, prior_entropy: 3.3218, relative_absolute_error: 0.1527, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1225, root_relative_squared_error: 0.4082, unweighted_recall: 0.8947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9172, kappa: 0.9079, kb_relative_information_score: 0.9148, mean_absolute_error: 0.0205, 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: 0.1137, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.3745, unweighted_recall: 0.9171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.919, kappa: 0.91, kb_relative_information_score: 0.9096, mean_absolute_error: 0.0237, 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: 0.1318, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.361, unweighted_recall: 0.9187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8968, kappa: 0.8856, kb_relative_information_score: 0.8867, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.18, weighted_recall: 0.897, number_of_instances: 1593, precision: 0.8977, predictive_accuracy: 0.897, prior_entropy: 3.3218, relative_absolute_error: 0.1608, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1226, root_relative_squared_error: 0.4088, unweighted_recall: 0.8966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9191, kappa: 0.91, kb_relative_information_score: 0.9169, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.18, weighted_recall: 0.919, number_of_instances: 1593, precision: 0.9199, predictive_accuracy: 0.919, prior_entropy: 3.3218, relative_absolute_error: 0.107, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.3715, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9249, kappa: 0.9163, kb_relative_information_score: 0.9201, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, weighted_recall: 0.9247, number_of_instances: 1593, precision: 0.9257, predictive_accuracy: 0.9247, prior_entropy: 3.3218, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1062, root_relative_squared_error: 0.354, unweighted_recall: 0.9245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.926, kappa: 0.9177, kb_relative_information_score: 0.903, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.18, weighted_recall: 0.9259, number_of_instances: 1593, precision: 0.9267, predictive_accuracy: 0.9259, prior_entropy: 3.3218, relative_absolute_error: 0.1487, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1071, root_relative_squared_error: 0.3569, unweighted_recall: 0.9256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9284, kappa: 0.9205, kb_relative_information_score: 0.9207, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.18, weighted_recall: 0.9284, number_of_instances: 1593, precision: 0.9291, predictive_accuracy: 0.9284, prior_entropy: 3.3218, relative_absolute_error: 0.1119, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1044, root_relative_squared_error: 0.3481, unweighted_recall: 0.9282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.769, kappa: 0.7454, kb_relative_information_score: 0.5189, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.18, weighted_recall: 0.7709, number_of_instances: 1593, precision: 0.7708, predictive_accuracy: 0.7709, prior_entropy: 3.3218, relative_absolute_error: 0.7015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.7426, unweighted_recall: 0.7704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.875, kappa: 0.8605, kb_relative_information_score: 0.8754, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.18, weighted_recall: 0.8745, number_of_instances: 1593, precision: 0.8778, predictive_accuracy: 0.8745, prior_entropy: 3.3218, relative_absolute_error: 0.1432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.4949, unweighted_recall: 0.8741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9328, kappa: 0.9254, kb_relative_information_score: 0.9298, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.18, weighted_recall: 0.9328, number_of_instances: 1593, precision: 0.9334, predictive_accuracy: 0.9328, prior_entropy: 3.3218, relative_absolute_error: 0.0937, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.3429, unweighted_recall: 0.9327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.8768, kappa: 0.8633, kb_relative_information_score: 0.8777, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.18, weighted_recall: 0.877, number_of_instances: 1593, precision: 0.8783, predictive_accuracy: 0.877, prior_entropy: 3.3218, relative_absolute_error: 0.1407, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1446, root_relative_squared_error: 0.4818, unweighted_recall: 0.8767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.8622, kappa: 0.8465, kb_relative_information_score: 0.8593, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.18, weighted_recall: 0.8619, number_of_instances: 1593, precision: 0.8632, predictive_accuracy: 0.8619, prior_entropy: 3.3218, relative_absolute_error: 0.193, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.14, root_relative_squared_error: 0.4666, unweighted_recall: 0.8613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9103, kappa: 0.9003, kb_relative_information_score: 0.906, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, weighted_recall: 0.9102, number_of_instances: 1593, precision: 0.9111, predictive_accuracy: 0.9102, prior_entropy: 3.3218, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.116, root_relative_squared_error: 0.3868, unweighted_recall: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9254, kappa: 0.917, kb_relative_information_score: 0.9226, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, weighted_recall: 0.9253, number_of_instances: 1593, precision: 0.9262, predictive_accuracy: 0.9253, prior_entropy: 3.3218, relative_absolute_error: 0.1054, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1047, root_relative_squared_error: 0.3492, unweighted_recall: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9259, kappa: 0.9177, kb_relative_information_score: 0.9267, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.18, weighted_recall: 0.9259, number_of_instances: 1593, precision: 0.9262, predictive_accuracy: 0.9259, prior_entropy: 3.3218, relative_absolute_error: 0.0982, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1045, root_relative_squared_error: 0.3485, unweighted_recall: 0.9256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9227, kappa: 0.9142, kb_relative_information_score: 0.9217, mean_absolute_error: 0.0188, 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: 0.1047, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.108, root_relative_squared_error: 0.3599, unweighted_recall: 0.9226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9103, kappa: 0.9003, kb_relative_information_score: 0.9095, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.18, weighted_recall: 0.9102, number_of_instances: 1593, precision: 0.9114, predictive_accuracy: 0.9102, prior_entropy: 3.3218, relative_absolute_error: 0.1187, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1156, root_relative_squared_error: 0.3852, unweighted_recall: 0.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9131, kappa: 0.9037, kb_relative_information_score: 0.9065, mean_absolute_error: 0.0237, 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: 0.1319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.3776, unweighted_recall: 0.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9373, kappa: 0.9302, kb_relative_information_score: 0.9244, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.18, weighted_recall: 0.9372, number_of_instances: 1593, precision: 0.9378, predictive_accuracy: 0.9372, prior_entropy: 3.3218, relative_absolute_error: 0.105, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.101, root_relative_squared_error: 0.3367, unweighted_recall: 0.9371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9165, kappa: 0.9072, kb_relative_information_score: 0.9118, mean_absolute_error: 0.0218, 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: 0.1211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.3744, unweighted_recall: 0.9162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9223, kappa: 0.9135, kb_relative_information_score: 0.9231, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, weighted_recall: 0.9222, number_of_instances: 1593, precision: 0.9233, predictive_accuracy: 0.9222, prior_entropy: 3.3218, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.3769, unweighted_recall: 0.9219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9152, kappa: 0.9058, kb_relative_information_score: 0.9032, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.18, weighted_recall: 0.9153, number_of_instances: 1593, precision: 0.9156, predictive_accuracy: 0.9153, prior_entropy: 3.3218, relative_absolute_error: 0.141, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.3786, unweighted_recall: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9302, kappa: 0.9226, kb_relative_information_score: 0.9215, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.18, weighted_recall: 0.9303, number_of_instances: 1593, precision: 0.9306, predictive_accuracy: 0.9303, prior_entropy: 3.3218, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3384, unweighted_recall: 0.9301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9165, kappa: 0.9072, kb_relative_information_score: 0.9132, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, weighted_recall: 0.9165, number_of_instances: 1593, precision: 0.917, predictive_accuracy: 0.9165, prior_entropy: 3.3218, relative_absolute_error: 0.1027, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.3971, unweighted_recall: 0.9164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9141, kappa: 0.9044, kb_relative_information_score: 0.9113, mean_absolute_error: 0.0201, 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: 0.1117, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.3951, unweighted_recall: 0.9137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9277, kappa: 0.9198, kb_relative_information_score: 0.9244, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.18, weighted_recall: 0.9278, number_of_instances: 1593, precision: 0.9281, predictive_accuracy: 0.9278, prior_entropy: 3.3218, relative_absolute_error: 0.0972, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.3582, unweighted_recall: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.909, kappa: 0.8989, kb_relative_information_score: 0.9065, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.18, weighted_recall: 0.909, number_of_instances: 1593, precision: 0.9097, predictive_accuracy: 0.909, prior_entropy: 3.3218, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1192, root_relative_squared_error: 0.3972, unweighted_recall: 0.9087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9128, kappa: 0.903, kb_relative_information_score: 0.9113, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.18, weighted_recall: 0.9127, number_of_instances: 1593, precision: 0.9133, predictive_accuracy: 0.9127, prior_entropy: 3.3218, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1178, root_relative_squared_error: 0.3926, unweighted_recall: 0.9125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9191, kappa: 0.91, kb_relative_information_score: 0.9089, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, weighted_recall: 0.919, number_of_instances: 1593, precision: 0.9199, predictive_accuracy: 0.919, prior_entropy: 3.3218, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3717, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9126, kappa: 0.903, kb_relative_information_score: 0.9143, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, weighted_recall: 0.9127, number_of_instances: 1593, precision: 0.9135, predictive_accuracy: 0.9127, prior_entropy: 3.3218, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1144, root_relative_squared_error: 0.3812, unweighted_recall: 0.9124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9214, kappa: 0.9128, kb_relative_information_score: 0.9186, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.18, weighted_recall: 0.9215, number_of_instances: 1593, precision: 0.9219, predictive_accuracy: 0.9215, prior_entropy: 3.3218, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.3742, unweighted_recall: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9215, kappa: 0.9128, kb_relative_information_score: 0.9257, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, weighted_recall: 0.9215, number_of_instances: 1593, precision: 0.9219, predictive_accuracy: 0.9215, prior_entropy: 3.3218, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.3654, unweighted_recall: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9063, kappa: 0.8961, kb_relative_information_score: 0.9096, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.18, weighted_recall: 0.9065, number_of_instances: 1593, precision: 0.9066, predictive_accuracy: 0.9065, prior_entropy: 3.3218, relative_absolute_error: 0.1135, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.4015, unweighted_recall: 0.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9121, kappa: 0.9023, kb_relative_information_score: 0.9155, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, weighted_recall: 0.9121, number_of_instances: 1593, precision: 0.9125, predictive_accuracy: 0.9121, prior_entropy: 3.3218, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1172, root_relative_squared_error: 0.3906, unweighted_recall: 0.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9126, kappa: 0.903, kb_relative_information_score: 0.9173, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.18, weighted_recall: 0.9127, number_of_instances: 1593, precision: 0.9133, predictive_accuracy: 0.9127, prior_entropy: 3.3218, relative_absolute_error: 0.0988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1178, root_relative_squared_error: 0.3925, unweighted_recall: 0.9124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9184, kappa: 0.9093, kb_relative_information_score: 0.9194, mean_absolute_error: 0.0175, 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: 0.0973, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.3861, unweighted_recall: 0.9181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9181, kappa: 0.9093, kb_relative_information_score: 0.9187, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.18, weighted_recall: 0.9184, number_of_instances: 1593, precision: 0.9185, predictive_accuracy: 0.9184, prior_entropy: 3.3218, relative_absolute_error: 0.1041, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.3803, unweighted_recall: 0.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.907, kappa: 0.8968, kb_relative_information_score: 0.8528, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.18, weighted_recall: 0.9071, number_of_instances: 1593, precision: 0.9077, predictive_accuracy: 0.9071, prior_entropy: 3.3218, relative_absolute_error: 0.2433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.4096, unweighted_recall: 0.9067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9227, kappa: 0.9142, kb_relative_information_score: 0.9194, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, weighted_recall: 0.9228, number_of_instances: 1593, precision: 0.9233, predictive_accuracy: 0.9228, prior_entropy: 3.3218, relative_absolute_error: 0.1029, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.3762, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9205, kappa: 0.9114, kb_relative_information_score: 0.9199, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.18, weighted_recall: 0.9203, number_of_instances: 1593, precision: 0.9215, predictive_accuracy: 0.9203, prior_entropy: 3.3218, relative_absolute_error: 0.0997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.374, unweighted_recall: 0.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9253, kappa: 0.917, kb_relative_information_score: 0.9245, 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: 0.1124, root_relative_squared_error: 0.3747, unweighted_recall: 0.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9095, kappa: 0.8996, kb_relative_information_score: 0.912, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.18, weighted_recall: 0.9096, number_of_instances: 1593, precision: 0.9101, predictive_accuracy: 0.9096, prior_entropy: 3.3218, relative_absolute_error: 0.1049, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1206, root_relative_squared_error: 0.402, unweighted_recall: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9184, kappa: 0.9093, kb_relative_information_score: 0.9126, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.18, weighted_recall: 0.9184, number_of_instances: 1593, precision: 0.919, predictive_accuracy: 0.9184, prior_entropy: 3.3218, relative_absolute_error: 0.1154, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.3754, unweighted_recall: 0.9181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9146, kappa: 0.9051, kb_relative_information_score: 0.8937, mean_absolute_error: 0.03, 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: 0.1668, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.3741, unweighted_recall: 0.9144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9167, kappa: 0.9072, kb_relative_information_score: 0.892, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.18, weighted_recall: 0.9165, number_of_instances: 1593, precision: 0.9176, predictive_accuracy: 0.9165, prior_entropy: 3.3218, relative_absolute_error: 0.1635, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.381, unweighted_recall: 0.9163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9166, kappa: 0.9072, kb_relative_information_score: 0.9086, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.18, weighted_recall: 0.9165, number_of_instances: 1593, precision: 0.9173, predictive_accuracy: 0.9165, prior_entropy: 3.3218, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1084, root_relative_squared_error: 0.3615, unweighted_recall: 0.9163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.907, kappa: 0.8968, kb_relative_information_score: 0.911, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.18, weighted_recall: 0.9071, number_of_instances: 1593, precision: 0.9074, predictive_accuracy: 0.9071, prior_entropy: 3.3218, relative_absolute_error: 0.1087, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1211, root_relative_squared_error: 0.4036, unweighted_recall: 0.9067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8987, kappa: 0.8877, kb_relative_information_score: 0.8958, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.18, weighted_recall: 0.8989, number_of_instances: 1593, precision: 0.8994, predictive_accuracy: 0.8989, prior_entropy: 3.3218, relative_absolute_error: 0.1429, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1203, root_relative_squared_error: 0.4011, unweighted_recall: 0.8985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9278, kappa: 0.9198, kb_relative_information_score: 0.9242, mean_absolute_error: 0.0196, 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: 0.1088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.335, unweighted_recall: 0.9275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.91, kappa: 0.9003, kb_relative_information_score: 0.893, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.18, weighted_recall: 0.9102, number_of_instances: 1593, precision: 0.911, predictive_accuracy: 0.9102, prior_entropy: 3.3218, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.373, unweighted_recall: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9033, kappa: 0.8926, kb_relative_information_score: 0.8309, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.18, weighted_recall: 0.9033, number_of_instances: 1593, precision: 0.9037, predictive_accuracy: 0.9033, prior_entropy: 3.3218, relative_absolute_error: 0.2842, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1301, root_relative_squared_error: 0.4337, unweighted_recall: 0.9031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9091, kappa: 0.8989, kb_relative_information_score: 0.9059, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.18, weighted_recall: 0.909, number_of_instances: 1593, precision: 0.9095, predictive_accuracy: 0.909, prior_entropy: 3.3218, relative_absolute_error: 0.1341, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.3794, unweighted_recall: 0.9087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9278, kappa: 0.9198, kb_relative_information_score: 0.9147, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, weighted_recall: 0.9278, number_of_instances: 1593, precision: 0.9282, predictive_accuracy: 0.9278, prior_entropy: 3.3218, relative_absolute_error: 0.1262, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.352, unweighted_recall: 0.9276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.8794, kappa: 0.8668, kb_relative_information_score: 0.868, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.18, weighted_recall: 0.8801, number_of_instances: 1593, precision: 0.8801, predictive_accuracy: 0.8801, prior_entropy: 3.3218, relative_absolute_error: 0.1827, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.4475, unweighted_recall: 0.8795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9155, kappa: 0.9058, kb_relative_information_score: 0.907, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, weighted_recall: 0.9153, number_of_instances: 1593, precision: 0.9163, predictive_accuracy: 0.9153, prior_entropy: 3.3218, relative_absolute_error: 0.1279, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3809, unweighted_recall: 0.9151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9241, kappa: 0.9156, kb_relative_information_score: 0.9224, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.18, weighted_recall: 0.924, number_of_instances: 1593, precision: 0.9243, predictive_accuracy: 0.924, prior_entropy: 3.3218, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3717, unweighted_recall: 0.9238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9229, kappa: 0.9142, kb_relative_information_score: 0.9156, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.18, weighted_recall: 0.9228, number_of_instances: 1593, precision: 0.9236, predictive_accuracy: 0.9228, prior_entropy: 3.3218, relative_absolute_error: 0.111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.369, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9185, kappa: 0.9093, kb_relative_information_score: 0.9149, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.18, weighted_recall: 0.9184, number_of_instances: 1593, precision: 0.9192, predictive_accuracy: 0.9184, prior_entropy: 3.3218, relative_absolute_error: 0.1145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.374, unweighted_recall: 0.9181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.924, kappa: 0.9156, kb_relative_information_score: 0.921, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, weighted_recall: 0.924, number_of_instances: 1593, precision: 0.9244, predictive_accuracy: 0.924, prior_entropy: 3.3218, relative_absolute_error: 0.1057, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.3557, unweighted_recall: 0.9238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9134, kappa: 0.9037, kb_relative_information_score: 0.9129, mean_absolute_error: 0.0203, 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: 0.1125, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.3826, unweighted_recall: 0.9131,

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

OpenML APIs