OpenML
Supervised Classification on spambase

Supervised Classification on spambase

Task 43 Supervised Classification spambase 99484 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_70 study_98 study_99 under100k under1m
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99484 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.9086, kappa: 0.8081, kb_relative_information_score: 0.759, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9089, number_of_instances: 4601, precision: 0.9087, predictive_accuracy: 0.9089, prior_entropy: 0.9674, relative_absolute_error: 0.2478, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.5434, unweighted_recall: 0.9015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.9085, kappa: 0.8082, kb_relative_information_score: 0.7997, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9085, number_of_instances: 4601, precision: 0.9084, predictive_accuracy: 0.9085, prior_entropy: 0.9674, relative_absolute_error: 0.1971, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.5888, unweighted_recall: 0.9038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.8692, kappa: 0.7244, kb_relative_information_score: 0.6403, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8702, number_of_instances: 4601, precision: 0.87, predictive_accuracy: 0.8702, prior_entropy: 0.9674, relative_absolute_error: 0.3725, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6265, unweighted_recall: 0.8572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.9101, kappa: 0.8115, kb_relative_information_score: 0.7701, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9102, number_of_instances: 4601, precision: 0.9101, predictive_accuracy: 0.9102, prior_entropy: 0.9674, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.5287, unweighted_recall: 0.9047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9132, kappa: 0.8181, kb_relative_information_score: 0.7729, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9133, number_of_instances: 4601, precision: 0.9131, predictive_accuracy: 0.9133, prior_entropy: 0.9674, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.5333, unweighted_recall: 0.9083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.8297, kappa: 0.6414, kb_relative_information_score: 0.5242, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8309, number_of_instances: 4601, precision: 0.8299, predictive_accuracy: 0.8309, prior_entropy: 0.9674, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.7199, unweighted_recall: 0.8167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.9145, kappa: 0.8206, kb_relative_information_score: 0.7886, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9146, number_of_instances: 4601, precision: 0.9144, predictive_accuracy: 0.9146, prior_entropy: 0.9674, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.5282, unweighted_recall: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.9031, kappa: 0.7974, kb_relative_information_score: 0.7687, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9031, number_of_instances: 4601, precision: 0.9033, predictive_accuracy: 0.9031, prior_entropy: 0.9674, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.5775, unweighted_recall: 0.8994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.8616, kappa: 0.7088, kb_relative_information_score: 0.5989, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8624, number_of_instances: 4601, precision: 0.8618, predictive_accuracy: 0.8624, prior_entropy: 0.9674, relative_absolute_error: 0.4233, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.6621, unweighted_recall: 0.8507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.8347, kappa: 0.6505, kb_relative_information_score: 0.5256, mean_absolute_error: 0.2392, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8376, number_of_instances: 4601, precision: 0.8386, predictive_accuracy: 0.8376, prior_entropy: 0.9674, relative_absolute_error: 0.5009, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.7124, unweighted_recall: 0.8164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.8838, kappa: 0.756, kb_relative_information_score: 0.6901, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8842, number_of_instances: 4601, precision: 0.8838, predictive_accuracy: 0.8842, prior_entropy: 0.9674, relative_absolute_error: 0.3211, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2903, root_relative_squared_error: 0.5942, unweighted_recall: 0.8758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.9049, kappa: 0.8005, kb_relative_information_score: 0.7749, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.4776, weighted_recall: 0.905, number_of_instances: 4601, precision: 0.9048, predictive_accuracy: 0.905, prior_entropy: 0.9674, relative_absolute_error: 0.2262, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.5844, unweighted_recall: 0.8991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.8945, kappa: 0.7783, kb_relative_information_score: 0.7232, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.4776, weighted_recall: 0.895, number_of_instances: 4601, precision: 0.8947, predictive_accuracy: 0.895, prior_entropy: 0.9674, relative_absolute_error: 0.2849, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.5747, unweighted_recall: 0.8859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8888, f_measure: 0.8553, kappa: 0.6946, kb_relative_information_score: 0.5611, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.4776, weighted_recall: 0.857, number_of_instances: 4601, precision: 0.8571, predictive_accuracy: 0.857, prior_entropy: 0.9674, relative_absolute_error: 0.4692, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.338, root_relative_squared_error: 0.6917, unweighted_recall: 0.8405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.9005, kappa: 0.7913, kb_relative_information_score: 0.7367, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9007, number_of_instances: 4601, precision: 0.9004, predictive_accuracy: 0.9007, prior_entropy: 0.9674, relative_absolute_error: 0.2699, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.5721, unweighted_recall: 0.8943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8608, kappa: 0.7069, kb_relative_information_score: 0.6111, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8618, number_of_instances: 4601, precision: 0.8612, predictive_accuracy: 0.8618, prior_entropy: 0.9674, relative_absolute_error: 0.404, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.6506, unweighted_recall: 0.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.8418, kappa: 0.6678, kb_relative_information_score: 0.5615, mean_absolute_error: 0.2181, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8422, number_of_instances: 4601, precision: 0.8416, predictive_accuracy: 0.8422, prior_entropy: 0.9674, relative_absolute_error: 0.4567, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.335, root_relative_squared_error: 0.6855, unweighted_recall: 0.8322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8822, kappa: 0.7518, kb_relative_information_score: 0.6944, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8831, number_of_instances: 4601, precision: 0.883, predictive_accuracy: 0.8831, prior_entropy: 0.9674, relative_absolute_error: 0.3136, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.5962, unweighted_recall: 0.8708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.8891, kappa: 0.767, kb_relative_information_score: 0.6815, mean_absolute_error: 0.1592, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8896, number_of_instances: 4601, precision: 0.8892, predictive_accuracy: 0.8896, prior_entropy: 0.9674, relative_absolute_error: 0.3333, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2882, root_relative_squared_error: 0.5897, unweighted_recall: 0.8805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.8945, kappa: 0.7782, kb_relative_information_score: 0.7198, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.4776, weighted_recall: 0.895, number_of_instances: 4601, precision: 0.8948, predictive_accuracy: 0.895, prior_entropy: 0.9674, relative_absolute_error: 0.2889, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2765, root_relative_squared_error: 0.5658, unweighted_recall: 0.8856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8797, kappa: 0.7471, kb_relative_information_score: 0.68, mean_absolute_error: 0.1577, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8802, number_of_instances: 4601, precision: 0.8798, predictive_accuracy: 0.8802, prior_entropy: 0.9674, relative_absolute_error: 0.3303, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2932, root_relative_squared_error: 0.6001, unweighted_recall: 0.8703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.8644, kappa: 0.7148, kb_relative_information_score: 0.6183, mean_absolute_error: 0.1899, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8652, number_of_instances: 4601, precision: 0.8647, predictive_accuracy: 0.8652, prior_entropy: 0.9674, relative_absolute_error: 0.3977, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3134, root_relative_squared_error: 0.6414, unweighted_recall: 0.8536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.908, kappa: 0.8074, kb_relative_information_score: 0.7508, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9081, number_of_instances: 4601, precision: 0.908, predictive_accuracy: 0.9081, prior_entropy: 0.9674, relative_absolute_error: 0.2573, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.544, unweighted_recall: 0.9035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9179, kappa: 0.8277, kb_relative_information_score: 0.7926, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9181, number_of_instances: 4601, precision: 0.9179, predictive_accuracy: 0.9181, prior_entropy: 0.9674, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.5435, unweighted_recall: 0.9122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.9095, kappa: 0.8103, kb_relative_information_score: 0.7954, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9096, number_of_instances: 4601, precision: 0.9094, predictive_accuracy: 0.9096, prior_entropy: 0.9674, relative_absolute_error: 0.2023, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.289, root_relative_squared_error: 0.5914, unweighted_recall: 0.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.8998, kappa: 0.7897, kb_relative_information_score: 0.7511, mean_absolute_error: 0.1216, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9, number_of_instances: 4601, precision: 0.8997, predictive_accuracy: 0.9, prior_entropy: 0.9674, relative_absolute_error: 0.2546, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.269, root_relative_squared_error: 0.5505, unweighted_recall: 0.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.8955, kappa: 0.7808, kb_relative_information_score: 0.7398, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8957, number_of_instances: 4601, precision: 0.8954, predictive_accuracy: 0.8957, prior_entropy: 0.9674, relative_absolute_error: 0.2644, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2835, root_relative_squared_error: 0.5801, unweighted_recall: 0.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.896, kappa: 0.7816, kb_relative_information_score: 0.7421, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8963, number_of_instances: 4601, precision: 0.896, predictive_accuracy: 0.8963, prior_entropy: 0.9674, relative_absolute_error: 0.2622, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.281, root_relative_squared_error: 0.5751, unweighted_recall: 0.8885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.878, kappa: 0.7437, kb_relative_information_score: 0.6657, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8785, number_of_instances: 4601, precision: 0.878, predictive_accuracy: 0.8785, prior_entropy: 0.9674, relative_absolute_error: 0.3474, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2969, root_relative_squared_error: 0.6076, unweighted_recall: 0.8691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.9097, kappa: 0.8105, kb_relative_information_score: 0.7926, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.4776, weighted_recall: 0.91, number_of_instances: 4601, precision: 0.9098, predictive_accuracy: 0.91, prior_entropy: 0.9674, relative_absolute_error: 0.2059, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.5718, unweighted_recall: 0.9029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.8988, kappa: 0.7874, kb_relative_information_score: 0.735, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8992, number_of_instances: 4601, precision: 0.8989, predictive_accuracy: 0.8992, prior_entropy: 0.9674, relative_absolute_error: 0.2721, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2763, root_relative_squared_error: 0.5654, unweighted_recall: 0.8911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.894, kappa: 0.7775, kb_relative_information_score: 0.71, mean_absolute_error: 0.1437, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8944, number_of_instances: 4601, precision: 0.894, predictive_accuracy: 0.8944, prior_entropy: 0.9674, relative_absolute_error: 0.3009, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2782, root_relative_squared_error: 0.5693, unweighted_recall: 0.8865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.9042, kappa: 0.7991, kb_relative_information_score: 0.7537, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9044, number_of_instances: 4601, precision: 0.9042, predictive_accuracy: 0.9044, prior_entropy: 0.9674, relative_absolute_error: 0.2526, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5417, unweighted_recall: 0.8983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.7893, kappa: 0.5559, kb_relative_information_score: 0.4166, mean_absolute_error: 0.2881, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7913, number_of_instances: 4601, precision: 0.7895, predictive_accuracy: 0.7913, prior_entropy: 0.9674, relative_absolute_error: 0.6033, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3818, root_relative_squared_error: 0.7813, unweighted_recall: 0.7734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7005, f_measure: 0.6656, kappa: 0.3143, kb_relative_information_score: 0.2263, mean_absolute_error: 0.3742, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7094, number_of_instances: 4601, precision: 0.7563, predictive_accuracy: 0.7094, prior_entropy: 0.9674, relative_absolute_error: 0.7835, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4344, root_relative_squared_error: 0.8889, unweighted_recall: 0.6395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.9094, kappa: 0.8098, kb_relative_information_score: 0.773, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9096, number_of_instances: 4601, precision: 0.9094, predictive_accuracy: 0.9096, prior_entropy: 0.9674, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.5504, unweighted_recall: 0.9031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, f_measure: 0.8028, kappa: 0.5836, kb_relative_information_score: 0.4603, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8055, number_of_instances: 4601, precision: 0.8042, predictive_accuracy: 0.8055, prior_entropy: 0.9674, relative_absolute_error: 0.5607, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3703, root_relative_squared_error: 0.7577, unweighted_recall: 0.7855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.9038, kappa: 0.7982, kb_relative_information_score: 0.7776, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9039, number_of_instances: 4601, precision: 0.9037, predictive_accuracy: 0.9039, prior_entropy: 0.9674, relative_absolute_error: 0.2217, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.5683, unweighted_recall: 0.8978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.9063, kappa: 0.8035, kb_relative_information_score: 0.7595, mean_absolute_error: 0.1177, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9065, number_of_instances: 4601, precision: 0.9063, predictive_accuracy: 0.9065, prior_entropy: 0.9674, relative_absolute_error: 0.2464, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2626, root_relative_squared_error: 0.5375, unweighted_recall: 0.9001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9579, f_measure: 0.9051, kappa: 0.8009, kb_relative_information_score: 0.7398, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9052, number_of_instances: 4601, precision: 0.905, predictive_accuracy: 0.9052, prior_entropy: 0.9674, relative_absolute_error: 0.2679, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.5512, unweighted_recall: 0.8991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8848, kappa: 0.7579, kb_relative_information_score: 0.6951, mean_absolute_error: 0.1497, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8852, number_of_instances: 4601, precision: 0.8848, predictive_accuracy: 0.8852, prior_entropy: 0.9674, relative_absolute_error: 0.3135, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.592, unweighted_recall: 0.8761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.9121, kappa: 0.8155, kb_relative_information_score: 0.7928, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9124, number_of_instances: 4601, precision: 0.9122, predictive_accuracy: 0.9124, prior_entropy: 0.9674, relative_absolute_error: 0.2066, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2714, root_relative_squared_error: 0.5555, unweighted_recall: 0.9053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.9039, kappa: 0.7983, kb_relative_information_score: 0.7508, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9042, number_of_instances: 4601, precision: 0.9039, predictive_accuracy: 0.9042, prior_entropy: 0.9674, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.5492, unweighted_recall: 0.8973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.8897, kappa: 0.7684, kb_relative_information_score: 0.7113, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.4776, weighted_recall: 0.89, number_of_instances: 4601, precision: 0.8897, predictive_accuracy: 0.89, prior_entropy: 0.9674, relative_absolute_error: 0.2974, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2843, root_relative_squared_error: 0.5819, unweighted_recall: 0.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, f_measure: 0.9206, kappa: 0.8334, kb_relative_information_score: 0.8154, mean_absolute_error: 0.088, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9207, number_of_instances: 4601, precision: 0.9205, predictive_accuracy: 0.9207, prior_entropy: 0.9674, relative_absolute_error: 0.1842, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.5399, unweighted_recall: 0.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.9164, kappa: 0.8246, kb_relative_information_score: 0.7973, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9165, number_of_instances: 4601, precision: 0.9164, predictive_accuracy: 0.9165, prior_entropy: 0.9674, relative_absolute_error: 0.203, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.263, root_relative_squared_error: 0.5382, unweighted_recall: 0.9109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.9069, kappa: 0.805, kb_relative_information_score: 0.7549, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.4776, weighted_recall: 0.907, number_of_instances: 4601, precision: 0.9069, predictive_accuracy: 0.907, prior_entropy: 0.9674, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.5406, unweighted_recall: 0.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.9022, kappa: 0.7949, kb_relative_information_score: 0.7603, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9024, number_of_instances: 4601, precision: 0.9022, predictive_accuracy: 0.9024, prior_entropy: 0.9674, relative_absolute_error: 0.2428, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2776, root_relative_squared_error: 0.568, unweighted_recall: 0.8959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.919, kappa: 0.8301, kb_relative_information_score: 0.8026, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9191, number_of_instances: 4601, precision: 0.919, predictive_accuracy: 0.9191, prior_entropy: 0.9674, relative_absolute_error: 0.1995, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.5209, unweighted_recall: 0.9137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.8945, kappa: 0.7789, kb_relative_information_score: 0.7363, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8946, number_of_instances: 4601, precision: 0.8945, predictive_accuracy: 0.8946, prior_entropy: 0.9674, relative_absolute_error: 0.2682, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2765, root_relative_squared_error: 0.5659, unweighted_recall: 0.8889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.8525, kappa: 0.69, kb_relative_information_score: 0.5727, mean_absolute_error: 0.2151, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8531, number_of_instances: 4601, precision: 0.8524, predictive_accuracy: 0.8531, prior_entropy: 0.9674, relative_absolute_error: 0.4504, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.6768, unweighted_recall: 0.8424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9048, f_measure: 0.8272, kappa: 0.6362, kb_relative_information_score: 0.5188, mean_absolute_error: 0.2386, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8285, number_of_instances: 4601, precision: 0.8274, predictive_accuracy: 0.8285, prior_entropy: 0.9674, relative_absolute_error: 0.4995, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.7108, unweighted_recall: 0.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.9094, kappa: 0.81, kb_relative_information_score: 0.7677, mean_absolute_error: 0.1131, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9096, number_of_instances: 4601, precision: 0.9094, predictive_accuracy: 0.9096, prior_entropy: 0.9674, relative_absolute_error: 0.2369, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.5408, unweighted_recall: 0.9035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.8904, kappa: 0.7699, kb_relative_information_score: 0.7042, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8907, number_of_instances: 4601, precision: 0.8903, predictive_accuracy: 0.8907, prior_entropy: 0.9674, relative_absolute_error: 0.3062, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2872, root_relative_squared_error: 0.5877, unweighted_recall: 0.8831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.9241, kappa: 0.8408, kb_relative_information_score: 0.8049, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9241, number_of_instances: 4601, precision: 0.924, predictive_accuracy: 0.9241, prior_entropy: 0.9674, relative_absolute_error: 0.1979, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.5101, unweighted_recall: 0.9195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.9089, kappa: 0.8089, kb_relative_information_score: 0.7646, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9092, number_of_instances: 4601, precision: 0.9089, predictive_accuracy: 0.9092, prior_entropy: 0.9674, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.263, root_relative_squared_error: 0.5382, unweighted_recall: 0.9027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.8948, kappa: 0.7793, kb_relative_information_score: 0.752, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.4776, weighted_recall: 0.895, number_of_instances: 4601, precision: 0.8947, predictive_accuracy: 0.895, prior_entropy: 0.9674, relative_absolute_error: 0.2478, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.5947, unweighted_recall: 0.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.8785, kappa: 0.7446, kb_relative_information_score: 0.6741, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8789, number_of_instances: 4601, precision: 0.8785, predictive_accuracy: 0.8789, prior_entropy: 0.9674, relative_absolute_error: 0.3379, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.5998, unweighted_recall: 0.8696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.9122, kappa: 0.8159, kb_relative_information_score: 0.7646, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9124, number_of_instances: 4601, precision: 0.9122, predictive_accuracy: 0.9124, prior_entropy: 0.9674, relative_absolute_error: 0.2421, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.26, root_relative_squared_error: 0.5322, unweighted_recall: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.9061, kappa: 0.803, kb_relative_information_score: 0.7567, mean_absolute_error: 0.1191, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9063, number_of_instances: 4601, precision: 0.9061, predictive_accuracy: 0.9063, prior_entropy: 0.9674, relative_absolute_error: 0.2494, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.5478, unweighted_recall: 0.8998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.9024, kappa: 0.7949, kb_relative_information_score: 0.7772, mean_absolute_error: 0.1055, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9028, number_of_instances: 4601, precision: 0.9026, predictive_accuracy: 0.9028, prior_entropy: 0.9674, relative_absolute_error: 0.2208, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.592, unweighted_recall: 0.8942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.8963, kappa: 0.7826, kb_relative_information_score: 0.7398, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8963, number_of_instances: 4601, precision: 0.8962, predictive_accuracy: 0.8963, prior_entropy: 0.9674, relative_absolute_error: 0.2653, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.5656, unweighted_recall: 0.8907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8989, kappa: 0.7881, kb_relative_information_score: 0.7604, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8989, number_of_instances: 4601, precision: 0.8988, predictive_accuracy: 0.8989, prior_entropy: 0.9674, relative_absolute_error: 0.2393, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.287, root_relative_squared_error: 0.5874, unweighted_recall: 0.8935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.8706, kappa: 0.7273, kb_relative_information_score: 0.6252, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8718, number_of_instances: 4601, precision: 0.8717, predictive_accuracy: 0.8718, prior_entropy: 0.9674, relative_absolute_error: 0.3934, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3108, root_relative_squared_error: 0.6361, unweighted_recall: 0.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.9123, kappa: 0.8163, kb_relative_information_score: 0.7826, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9124, number_of_instances: 4601, precision: 0.9123, predictive_accuracy: 0.9124, prior_entropy: 0.9674, relative_absolute_error: 0.2197, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.5592, unweighted_recall: 0.9075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.9062, kappa: 0.8034, kb_relative_information_score: 0.7562, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9063, number_of_instances: 4601, precision: 0.9062, predictive_accuracy: 0.9063, prior_entropy: 0.9674, relative_absolute_error: 0.2503, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.5413, unweighted_recall: 0.9009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.8551, kappa: 0.6953, kb_relative_information_score: 0.5917, mean_absolute_error: 0.2032, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8559, number_of_instances: 4601, precision: 0.8552, predictive_accuracy: 0.8559, prior_entropy: 0.9674, relative_absolute_error: 0.4254, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.6646, unweighted_recall: 0.8444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.8964, kappa: 0.7826, kb_relative_information_score: 0.7174, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8965, number_of_instances: 4601, precision: 0.8963, predictive_accuracy: 0.8965, prior_entropy: 0.9674, relative_absolute_error: 0.2928, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.5714, unweighted_recall: 0.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.8998, kappa: 0.7899, kb_relative_information_score: 0.7395, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9, number_of_instances: 4601, precision: 0.8998, predictive_accuracy: 0.9, prior_entropy: 0.9674, relative_absolute_error: 0.2661, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.5644, unweighted_recall: 0.8935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.9117, kappa: 0.8149, kb_relative_information_score: 0.7878, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9118, number_of_instances: 4601, precision: 0.9116, predictive_accuracy: 0.9118, prior_entropy: 0.9674, relative_absolute_error: 0.214, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2616, root_relative_squared_error: 0.5353, unweighted_recall: 0.9068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9611, f_measure: 0.9114, kappa: 0.8141, kb_relative_information_score: 0.763, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9115, number_of_instances: 4601, precision: 0.9113, predictive_accuracy: 0.9115, prior_entropy: 0.9674, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2595, root_relative_squared_error: 0.5311, unweighted_recall: 0.9057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9461, f_measure: 0.899, kappa: 0.7881, kb_relative_information_score: 0.7235, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8992, number_of_instances: 4601, precision: 0.8989, predictive_accuracy: 0.8992, prior_entropy: 0.9674, relative_absolute_error: 0.2849, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.5798, unweighted_recall: 0.8928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.9179, kappa: 0.8279, kb_relative_information_score: 0.8068, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9181, number_of_instances: 4601, precision: 0.9179, predictive_accuracy: 0.9181, prior_entropy: 0.9674, relative_absolute_error: 0.1929, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.5347, unweighted_recall: 0.9128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.8384, kappa: 0.6597, kb_relative_information_score: 0.5656, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8396, number_of_instances: 4601, precision: 0.8387, predictive_accuracy: 0.8396, prior_entropy: 0.9674, relative_absolute_error: 0.4499, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3343, root_relative_squared_error: 0.6841, unweighted_recall: 0.8255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9072, f_measure: 0.831, kappa: 0.6441, kb_relative_information_score: 0.5342, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8322, number_of_instances: 4601, precision: 0.8312, predictive_accuracy: 0.8322, prior_entropy: 0.9674, relative_absolute_error: 0.483, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.7054, unweighted_recall: 0.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.8924, kappa: 0.7741, kb_relative_information_score: 0.7022, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8926, number_of_instances: 4601, precision: 0.8923, predictive_accuracy: 0.8926, prior_entropy: 0.9674, relative_absolute_error: 0.3076, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.5924, unweighted_recall: 0.8853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.8947, kappa: 0.779, kb_relative_information_score: 0.725, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.4776, weighted_recall: 0.895, number_of_instances: 4601, precision: 0.8947, predictive_accuracy: 0.895, prior_entropy: 0.9674, relative_absolute_error: 0.2814, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.5756, unweighted_recall: 0.8874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9469, f_measure: 0.9067, kappa: 0.8043, kb_relative_information_score: 0.7555, mean_absolute_error: 0.1198, mean_prior_absolute_error: 0.4776, weighted_recall: 0.907, number_of_instances: 4601, precision: 0.9067, predictive_accuracy: 0.907, prior_entropy: 0.9674, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2721, root_relative_squared_error: 0.5568, unweighted_recall: 0.9002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8927, kappa: 0.7748, kb_relative_information_score: 0.7164, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8928, number_of_instances: 4601, precision: 0.8926, predictive_accuracy: 0.8928, prior_entropy: 0.9674, relative_absolute_error: 0.2926, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.5672, unweighted_recall: 0.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9241, kappa: 0.8411, kb_relative_information_score: 0.8209, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9241, number_of_instances: 4601, precision: 0.9241, predictive_accuracy: 0.9241, prior_entropy: 0.9674, relative_absolute_error: 0.1794, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.5229, unweighted_recall: 0.9204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.9015, kappa: 0.7934, kb_relative_information_score: 0.7445, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9018, number_of_instances: 4601, precision: 0.9015, predictive_accuracy: 0.9018, prior_entropy: 0.9674, relative_absolute_error: 0.2616, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.273, root_relative_squared_error: 0.5587, unweighted_recall: 0.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.913, kappa: 0.8176, kb_relative_information_score: 0.7767, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9131, number_of_instances: 4601, precision: 0.9129, predictive_accuracy: 0.9131, prior_entropy: 0.9674, relative_absolute_error: 0.2274, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.5328, unweighted_recall: 0.9081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.8926, kappa: 0.7746, kb_relative_information_score: 0.7062, mean_absolute_error: 0.1455, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8928, number_of_instances: 4601, precision: 0.8925, predictive_accuracy: 0.8928, prior_entropy: 0.9674, relative_absolute_error: 0.3046, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2847, root_relative_squared_error: 0.5825, unweighted_recall: 0.8856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.9189, kappa: 0.83, kb_relative_information_score: 0.7997, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9189, number_of_instances: 4601, precision: 0.9188, predictive_accuracy: 0.9189, prior_entropy: 0.9674, relative_absolute_error: 0.2018, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2619, root_relative_squared_error: 0.536, unweighted_recall: 0.9143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9058, kappa: 0.8026, kb_relative_information_score: 0.7595, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9059, number_of_instances: 4601, precision: 0.9058, predictive_accuracy: 0.9059, prior_entropy: 0.9674, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2755, root_relative_squared_error: 0.5638, unweighted_recall: 0.9006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.8846, kappa: 0.7578, kb_relative_information_score: 0.7063, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8848, number_of_instances: 4601, precision: 0.8845, predictive_accuracy: 0.8848, prior_entropy: 0.9674, relative_absolute_error: 0.3004, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.289, root_relative_squared_error: 0.5915, unweighted_recall: 0.8775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.8608, kappa: 0.7074, kb_relative_information_score: 0.611, mean_absolute_error: 0.1947, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8616, number_of_instances: 4601, precision: 0.8609, predictive_accuracy: 0.8616, prior_entropy: 0.9674, relative_absolute_error: 0.4076, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6551, unweighted_recall: 0.8505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.9026, kappa: 0.7957, kb_relative_information_score: 0.7408, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9028, number_of_instances: 4601, precision: 0.9026, predictive_accuracy: 0.9028, prior_entropy: 0.9674, relative_absolute_error: 0.2675, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2687, root_relative_squared_error: 0.5498, unweighted_recall: 0.8962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.9074, kappa: 0.8055, kb_relative_information_score: 0.7908, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9078, number_of_instances: 4601, precision: 0.9077, predictive_accuracy: 0.9078, prior_entropy: 0.9674, relative_absolute_error: 0.2067, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.5714, unweighted_recall: 0.8995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.9114, kappa: 0.8144, kb_relative_information_score: 0.7884, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9115, number_of_instances: 4601, precision: 0.9114, predictive_accuracy: 0.9115, prior_entropy: 0.9674, relative_absolute_error: 0.2123, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.5454, unweighted_recall: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.8853, kappa: 0.7588, kb_relative_information_score: 0.6834, mean_absolute_error: 0.1572, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8859, number_of_instances: 4601, precision: 0.8855, predictive_accuracy: 0.8859, prior_entropy: 0.9674, relative_absolute_error: 0.3293, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.5886, unweighted_recall: 0.8759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.92, kappa: 0.8321, kb_relative_information_score: 0.8099, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9202, number_of_instances: 4601, precision: 0.9201, predictive_accuracy: 0.9202, prior_entropy: 0.9674, relative_absolute_error: 0.1912, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.5171, unweighted_recall: 0.9138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.911, kappa: 0.8133, kb_relative_information_score: 0.789, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9111, number_of_instances: 4601, precision: 0.9109, predictive_accuracy: 0.9111, prior_entropy: 0.9674, relative_absolute_error: 0.2109, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2836, root_relative_squared_error: 0.5804, unweighted_recall: 0.9054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9038, kappa: 0.7979, kb_relative_information_score: 0.7524, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9042, number_of_instances: 4601, precision: 0.9039, predictive_accuracy: 0.9042, prior_entropy: 0.9674, relative_absolute_error: 0.255, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.5377, unweighted_recall: 0.8963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.9218, kappa: 0.836, kb_relative_information_score: 0.8109, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.4776, weighted_recall: 0.922, number_of_instances: 4601, precision: 0.9218, predictive_accuracy: 0.922, prior_entropy: 0.9674, relative_absolute_error: 0.1897, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.253, root_relative_squared_error: 0.5177, unweighted_recall: 0.9165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.8814, kappa: 0.7509, kb_relative_information_score: 0.6844, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8818, number_of_instances: 4601, precision: 0.8813, predictive_accuracy: 0.8818, prior_entropy: 0.9674, relative_absolute_error: 0.3264, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.5928, unweighted_recall: 0.8731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.9049, kappa: 0.8001, kb_relative_information_score: 0.7522, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9052, number_of_instances: 4601, precision: 0.905, predictive_accuracy: 0.9052, prior_entropy: 0.9674, relative_absolute_error: 0.2562, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.5376, unweighted_recall: 0.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9243, kappa: 0.8412, kb_relative_information_score: 0.832, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9244, number_of_instances: 4601, precision: 0.9242, predictive_accuracy: 0.9244, prior_entropy: 0.9674, relative_absolute_error: 0.1659, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.5283, unweighted_recall: 0.9195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.8899, kappa: 0.7689, kb_relative_information_score: 0.6964, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8902, number_of_instances: 4601, precision: 0.8899, predictive_accuracy: 0.8902, prior_entropy: 0.9674, relative_absolute_error: 0.3143, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2869, root_relative_squared_error: 0.5872, unweighted_recall: 0.8824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.919, kappa: 0.8299, kb_relative_information_score: 0.8028, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9191, number_of_instances: 4601, precision: 0.919, predictive_accuracy: 0.9191, prior_entropy: 0.9674, relative_absolute_error: 0.1993, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2571, root_relative_squared_error: 0.5261, 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

Using your favorite machine learning environment

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

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

OpenML APIs