OpenML
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35040 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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35040 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.8741, kappa: 0.8681, kb_relative_information_score: 0.8463, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.074, weighted_recall: 0.8732, number_of_instances: 20000, precision: 0.877, predictive_accuracy: 0.8732, prior_entropy: 4.6998, relative_absolute_error: 0.2806, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.4607, unweighted_recall: 0.8727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8398, f_measure: 0.6418, kappa: 0.6266, kb_relative_information_score: 0.6598, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.074, weighted_recall: 0.641, number_of_instances: 20000, precision: 0.6465, predictive_accuracy: 0.641, prior_entropy: 4.6998, relative_absolute_error: 0.4066, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1532, root_relative_squared_error: 0.7969, unweighted_recall: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5249, f_measure: 0.0899, kappa: 0.0498, kb_relative_information_score: 0.0758, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.074, weighted_recall: 0.0868, number_of_instances: 20000, precision: 0.1188, predictive_accuracy: 0.0868, prior_entropy: 4.6998, relative_absolute_error: 0.9498, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.265, root_relative_squared_error: 1.3783, unweighted_recall: 0.0869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5269, f_measure: 0.0976, kappa: 0.0537, kb_relative_information_score: 0.0791, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.074, weighted_recall: 0.0902, number_of_instances: 20000, precision: 0.1399, predictive_accuracy: 0.0902, prior_entropy: 4.6998, relative_absolute_error: 0.9463, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2646, root_relative_squared_error: 1.3757, unweighted_recall: 0.0899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.8716, kappa: 0.8657, kb_relative_information_score: 0.8442, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, weighted_recall: 0.8709, number_of_instances: 20000, precision: 0.8738, predictive_accuracy: 0.8709, prior_entropy: 4.6998, relative_absolute_error: 0.2884, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.4662, unweighted_recall: 0.8703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.941, kappa: 0.9386, kb_relative_information_score: 0.9467, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.074, weighted_recall: 0.941, number_of_instances: 20000, precision: 0.9413, predictive_accuracy: 0.941, prior_entropy: 4.6998, relative_absolute_error: 0.0946, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0579, root_relative_squared_error: 0.301, unweighted_recall: 0.9407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.7549, kappa: 0.7446, kb_relative_information_score: 0.7634, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.074, weighted_recall: 0.7545, number_of_instances: 20000, precision: 0.7592, predictive_accuracy: 0.7545, prior_entropy: 4.6998, relative_absolute_error: 0.3067, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1257, root_relative_squared_error: 0.6535, unweighted_recall: 0.7543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9134, kappa: 0.9096, kb_relative_information_score: 0.9049, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.074, weighted_recall: 0.9131, number_of_instances: 20000, precision: 0.9141, predictive_accuracy: 0.9131, prior_entropy: 4.6998, relative_absolute_error: 0.1824, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.072, root_relative_squared_error: 0.3742, unweighted_recall: 0.9127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5566, f_measure: 0.2079, kappa: 0.1643, kb_relative_information_score: 0.188, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.074, weighted_recall: 0.1964, number_of_instances: 20000, precision: 0.2491, predictive_accuracy: 0.1964, prior_entropy: 4.6998, relative_absolute_error: 0.8386, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2479, root_relative_squared_error: 1.2893, unweighted_recall: 0.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7951, f_measure: 0.6417, kappa: 0.6245, kb_relative_information_score: 0.6474, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.074, weighted_recall: 0.639, number_of_instances: 20000, precision: 0.6516, predictive_accuracy: 0.639, prior_entropy: 4.6998, relative_absolute_error: 0.4118, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.8194, unweighted_recall: 0.6389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.8691, kappa: 0.8638, kb_relative_information_score: 0.8747, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.074, weighted_recall: 0.869, number_of_instances: 20000, precision: 0.8696, predictive_accuracy: 0.869, prior_entropy: 4.6998, relative_absolute_error: 0.198, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.4558, unweighted_recall: 0.8687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.8838, kappa: 0.8785, kb_relative_information_score: 0.8642, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.074, weighted_recall: 0.8832, number_of_instances: 20000, precision: 0.8857, predictive_accuracy: 0.8832, prior_entropy: 4.6998, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.4365, unweighted_recall: 0.8827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9453, kappa: 0.9431, kb_relative_information_score: 0.949, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.074, weighted_recall: 0.9453, number_of_instances: 20000, precision: 0.9456, predictive_accuracy: 0.9453, prior_entropy: 4.6998, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0559, root_relative_squared_error: 0.2908, unweighted_recall: 0.9449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.7921, kappa: 0.784, kb_relative_information_score: 0.8037, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.074, weighted_recall: 0.7924, number_of_instances: 20000, precision: 0.7944, predictive_accuracy: 0.7924, prior_entropy: 4.6998, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.584, unweighted_recall: 0.7919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.8307, kappa: 0.8237, kb_relative_information_score: 0.8359, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.074, weighted_recall: 0.8305, number_of_instances: 20000, precision: 0.8319, predictive_accuracy: 0.8305, prior_entropy: 4.6998, relative_absolute_error: 0.2446, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.5228, unweighted_recall: 0.8302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9344, kappa: 0.9316, kb_relative_information_score: 0.9406, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, weighted_recall: 0.9343, number_of_instances: 20000, precision: 0.9347, predictive_accuracy: 0.9343, prior_entropy: 4.6998, relative_absolute_error: 0.0958, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0618, root_relative_squared_error: 0.3212, unweighted_recall: 0.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9002, kappa: 0.8961, kb_relative_information_score: 0.904, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.074, weighted_recall: 0.9001, number_of_instances: 20000, precision: 0.9007, predictive_accuracy: 0.9001, prior_entropy: 4.6998, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.076, root_relative_squared_error: 0.395, unweighted_recall: 0.8997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.7971, kappa: 0.7879, kb_relative_information_score: 0.7897, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.074, weighted_recall: 0.7961, number_of_instances: 20000, precision: 0.7999, predictive_accuracy: 0.7961, prior_entropy: 4.6998, relative_absolute_error: 0.3114, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.5517, unweighted_recall: 0.7957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9286, kappa: 0.9256, kb_relative_information_score: 0.933, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.074, weighted_recall: 0.9285, number_of_instances: 20000, precision: 0.9291, predictive_accuracy: 0.9285, prior_entropy: 4.6998, relative_absolute_error: 0.1155, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0638, root_relative_squared_error: 0.332, unweighted_recall: 0.9282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5205, f_measure: 0.092, kappa: 0.0411, kb_relative_information_score: 0.0669, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.074, weighted_recall: 0.0781, number_of_instances: 20000, precision: 0.1647, predictive_accuracy: 0.0781, prior_entropy: 4.6998, relative_absolute_error: 0.9588, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2663, root_relative_squared_error: 1.3848, unweighted_recall: 0.0779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9365, kappa: 0.9339, kb_relative_information_score: 0.9433, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, weighted_recall: 0.9365, number_of_instances: 20000, precision: 0.9367, predictive_accuracy: 0.9365, prior_entropy: 4.6998, relative_absolute_error: 0.0936, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0605, root_relative_squared_error: 0.3144, unweighted_recall: 0.9362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6155, f_measure: 0.4035, kappa: 0.3655, kb_relative_information_score: 0.3899, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.074, weighted_recall: 0.3898, number_of_instances: 20000, precision: 0.4534, predictive_accuracy: 0.3898, prior_entropy: 4.6998, relative_absolute_error: 0.6486, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2133, root_relative_squared_error: 1.1091, unweighted_recall: 0.3898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.868, kappa: 0.8622, kb_relative_information_score: 0.8753, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.074, weighted_recall: 0.8676, number_of_instances: 20000, precision: 0.8695, predictive_accuracy: 0.8676, prior_entropy: 4.6998, relative_absolute_error: 0.1885, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0887, root_relative_squared_error: 0.4611, unweighted_recall: 0.8672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8719, f_measure: 0.7217, kappa: 0.7097, kb_relative_information_score: 0.73, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.074, weighted_recall: 0.7209, number_of_instances: 20000, precision: 0.7252, predictive_accuracy: 0.7209, prior_entropy: 4.6998, relative_absolute_error: 0.3335, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1346, root_relative_squared_error: 0.6999, unweighted_recall: 0.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.5857, kappa: 0.5701, kb_relative_information_score: 0.6074, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.074, weighted_recall: 0.5867, number_of_instances: 20000, precision: 0.5993, predictive_accuracy: 0.5867, prior_entropy: 4.6998, relative_absolute_error: 0.4697, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.8208, unweighted_recall: 0.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9392, kappa: 0.9367, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.074, weighted_recall: 0.9392, number_of_instances: 20000, precision: 0.9395, predictive_accuracy: 0.9392, prior_entropy: 4.6998, relative_absolute_error: 0.1145, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0595, root_relative_squared_error: 0.3097, unweighted_recall: 0.9389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.6432, kappa: 0.628, kb_relative_information_score: 0.6637, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.074, weighted_recall: 0.6423, number_of_instances: 20000, precision: 0.6589, predictive_accuracy: 0.6423, prior_entropy: 4.6998, relative_absolute_error: 0.4287, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.7568, unweighted_recall: 0.6419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.8909, kappa: 0.886, kb_relative_information_score: 0.868, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.074, weighted_recall: 0.8904, number_of_instances: 20000, precision: 0.8924, predictive_accuracy: 0.8904, prior_entropy: 4.6998, relative_absolute_error: 0.25, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.083, root_relative_squared_error: 0.4318, unweighted_recall: 0.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7499, f_measure: 0.5559, kappa: 0.5349, kb_relative_information_score: 0.5646, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.074, weighted_recall: 0.5528, number_of_instances: 20000, precision: 0.5684, predictive_accuracy: 0.5528, prior_entropy: 4.6998, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.9222, unweighted_recall: 0.5522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7141, f_measure: 0.4852, kappa: 0.4525, kb_relative_information_score: 0.4836, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.074, weighted_recall: 0.4737, number_of_instances: 20000, precision: 0.5181, predictive_accuracy: 0.4737, prior_entropy: 4.6998, relative_absolute_error: 0.5692, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1943, root_relative_squared_error: 1.0102, unweighted_recall: 0.4731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.7945, kappa: 0.7861, kb_relative_information_score: 0.8019, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, weighted_recall: 0.7943, number_of_instances: 20000, precision: 0.796, predictive_accuracy: 0.7943, prior_entropy: 4.6998, relative_absolute_error: 0.2695, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.5939, unweighted_recall: 0.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.63, f_measure: 0.3732, kappa: 0.342, kb_relative_information_score: 0.3707, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.074, weighted_recall: 0.3673, number_of_instances: 20000, precision: 0.4018, predictive_accuracy: 0.3673, prior_entropy: 4.6998, relative_absolute_error: 0.6689, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2165, root_relative_squared_error: 1.1256, unweighted_recall: 0.3671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.8359, kappa: 0.8277, kb_relative_information_score: 0.7957, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.074, weighted_recall: 0.8344, number_of_instances: 20000, precision: 0.8406, predictive_accuracy: 0.8344, prior_entropy: 4.6998, relative_absolute_error: 0.3604, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1009, root_relative_squared_error: 0.5246, unweighted_recall: 0.8338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8106, f_measure: 0.6613, kappa: 0.6485, kb_relative_information_score: 0.6685, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.074, weighted_recall: 0.6621, number_of_instances: 20000, precision: 0.6655, predictive_accuracy: 0.6621, prior_entropy: 4.6998, relative_absolute_error: 0.3958, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.152, root_relative_squared_error: 0.7903, unweighted_recall: 0.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5301, f_measure: 0.1477, kappa: 0.1032, kb_relative_information_score: 0.129, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.074, weighted_recall: 0.1377, number_of_instances: 20000, precision: 0.2047, predictive_accuracy: 0.1377, prior_entropy: 4.6998, relative_absolute_error: 0.8984, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2569, root_relative_squared_error: 1.3362, unweighted_recall: 0.1377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.917, kappa: 0.9136, kb_relative_information_score: 0.92, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.074, weighted_recall: 0.9169, number_of_instances: 20000, precision: 0.9174, predictive_accuracy: 0.9169, prior_entropy: 4.6998, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0692, root_relative_squared_error: 0.36, unweighted_recall: 0.9165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.8111, kappa: 0.8026, kb_relative_information_score: 0.8447, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, weighted_recall: 0.8102, number_of_instances: 20000, precision: 0.8129, predictive_accuracy: 0.8102, prior_entropy: 4.6998, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1024, root_relative_squared_error: 0.5325, unweighted_recall: 0.8097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.7947, kappa: 0.786, kb_relative_information_score: 0.8256, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.074, weighted_recall: 0.7942, number_of_instances: 20000, precision: 0.7959, predictive_accuracy: 0.7942, prior_entropy: 4.6998, relative_absolute_error: 0.2731, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1047, root_relative_squared_error: 0.5443, unweighted_recall: 0.7936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.5934, kappa: 0.5764, kb_relative_information_score: 0.6589, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.074, weighted_recall: 0.5928, number_of_instances: 20000, precision: 0.601, predictive_accuracy: 0.5928, prior_entropy: 4.6998, relative_absolute_error: 0.504, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.7369, unweighted_recall: 0.5922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.8182, kappa: 0.8103, kb_relative_information_score: 0.8468, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.074, weighted_recall: 0.8176, number_of_instances: 20000, precision: 0.8194, predictive_accuracy: 0.8176, prior_entropy: 4.6998, relative_absolute_error: 0.238, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.5184, unweighted_recall: 0.8171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.7735, kappa: 0.7639, kb_relative_information_score: 0.8102, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.074, weighted_recall: 0.773, number_of_instances: 20000, precision: 0.7747, predictive_accuracy: 0.773, prior_entropy: 4.6998, relative_absolute_error: 0.2873, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.5761, unweighted_recall: 0.7724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9461, f_measure: 0.8343, kappa: 0.8272, kb_relative_information_score: 0.8583, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.074, weighted_recall: 0.8339, number_of_instances: 20000, precision: 0.8357, predictive_accuracy: 0.8339, prior_entropy: 4.6998, relative_absolute_error: 0.19, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0994, root_relative_squared_error: 0.5171, unweighted_recall: 0.8335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.7442, kappa: 0.7331, kb_relative_information_score: 0.7854, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.074, weighted_recall: 0.7434, number_of_instances: 20000, precision: 0.7463, predictive_accuracy: 0.7434, prior_entropy: 4.6998, relative_absolute_error: 0.3382, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1156, root_relative_squared_error: 0.601, unweighted_recall: 0.7429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.7773, kappa: 0.768, kb_relative_information_score: 0.8083, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.074, weighted_recall: 0.7769, number_of_instances: 20000, precision: 0.7787, predictive_accuracy: 0.7769, prior_entropy: 4.6998, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.562, unweighted_recall: 0.7764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9611, f_measure: 0.7149, kappa: 0.7026, kb_relative_information_score: 0.7563, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.074, weighted_recall: 0.7141, number_of_instances: 20000, precision: 0.7171, predictive_accuracy: 0.7141, prior_entropy: 4.6998, relative_absolute_error: 0.3737, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1213, root_relative_squared_error: 0.6306, unweighted_recall: 0.7135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.7479, kappa: 0.7369, kb_relative_information_score: 0.7884, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.074, weighted_recall: 0.7471, number_of_instances: 20000, precision: 0.7502, predictive_accuracy: 0.7471, prior_entropy: 4.6998, relative_absolute_error: 0.3335, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1139, root_relative_squared_error: 0.5924, unweighted_recall: 0.7464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.8419, kappa: 0.8353, kb_relative_information_score: 0.8657, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.074, weighted_recall: 0.8416, number_of_instances: 20000, precision: 0.8425, predictive_accuracy: 0.8416, prior_entropy: 4.6998, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.4916, unweighted_recall: 0.8412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.6448, kappa: 0.6267, kb_relative_information_score: 0.6979, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.074, weighted_recall: 0.6411, number_of_instances: 20000, precision: 0.6535, predictive_accuracy: 0.6411, prior_entropy: 4.6998, relative_absolute_error: 0.4594, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.133, root_relative_squared_error: 0.6914, unweighted_recall: 0.6409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.7922, kappa: 0.783, kb_relative_information_score: 0.8234, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.074, weighted_recall: 0.7914, number_of_instances: 20000, precision: 0.794, predictive_accuracy: 0.7914, prior_entropy: 4.6998, relative_absolute_error: 0.2724, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.5492, unweighted_recall: 0.7911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.7952, kappa: 0.7865, kb_relative_information_score: 0.8242, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.074, weighted_recall: 0.7948, number_of_instances: 20000, precision: 0.7965, predictive_accuracy: 0.7948, prior_entropy: 4.6998, relative_absolute_error: 0.2713, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1047, root_relative_squared_error: 0.5446, unweighted_recall: 0.7944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8508, kappa: 0.8444, kb_relative_information_score: 0.8738, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.074, weighted_recall: 0.8504, number_of_instances: 20000, precision: 0.8516, predictive_accuracy: 0.8504, prior_entropy: 4.6998, relative_absolute_error: 0.1769, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.4842, unweighted_recall: 0.8501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.6738, kappa: 0.6604, kb_relative_information_score: 0.7346, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.074, weighted_recall: 0.6735, number_of_instances: 20000, precision: 0.6755, predictive_accuracy: 0.6735, prior_entropy: 4.6998, relative_absolute_error: 0.3933, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1309, root_relative_squared_error: 0.6805, unweighted_recall: 0.6729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.7182, kappa: 0.7063, kb_relative_information_score: 0.7622, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.074, weighted_recall: 0.7176, number_of_instances: 20000, precision: 0.7202, predictive_accuracy: 0.7176, prior_entropy: 4.6998, relative_absolute_error: 0.3693, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.6253, unweighted_recall: 0.7169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.7651, kappa: 0.7553, kb_relative_information_score: 0.8038, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.074, weighted_recall: 0.7647, number_of_instances: 20000, precision: 0.7661, predictive_accuracy: 0.7647, prior_entropy: 4.6998, relative_absolute_error: 0.3073, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.5747, unweighted_recall: 0.7643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.6952, kappa: 0.6826, kb_relative_information_score: 0.7466, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.074, weighted_recall: 0.6948, number_of_instances: 20000, precision: 0.6966, predictive_accuracy: 0.6948, prior_entropy: 4.6998, relative_absolute_error: 0.397, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.648, unweighted_recall: 0.6942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.5809, kappa: 0.5626, kb_relative_information_score: 0.6427, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.074, weighted_recall: 0.5795, number_of_instances: 20000, precision: 0.5857, predictive_accuracy: 0.5795, prior_entropy: 4.6998, relative_absolute_error: 0.5389, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.7445, unweighted_recall: 0.5785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.8009, kappa: 0.7926, kb_relative_information_score: 0.8323, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.074, weighted_recall: 0.8006, number_of_instances: 20000, precision: 0.8018, predictive_accuracy: 0.8006, prior_entropy: 4.6998, relative_absolute_error: 0.2439, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1052, root_relative_squared_error: 0.5469, unweighted_recall: 0.8003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8105, kappa: 0.8023, kb_relative_information_score: 0.8422, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.074, weighted_recall: 0.8099, number_of_instances: 20000, precision: 0.8117, predictive_accuracy: 0.8099, prior_entropy: 4.6998, relative_absolute_error: 0.2439, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.5292, unweighted_recall: 0.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.8261, kappa: 0.8187, kb_relative_information_score: 0.8546, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.074, weighted_recall: 0.8257, number_of_instances: 20000, precision: 0.8274, predictive_accuracy: 0.8257, prior_entropy: 4.6998, relative_absolute_error: 0.2239, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.5085, unweighted_recall: 0.8253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.7942, kappa: 0.7856, kb_relative_information_score: 0.8319, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.074, weighted_recall: 0.7939, number_of_instances: 20000, precision: 0.795, predictive_accuracy: 0.7939, prior_entropy: 4.6998, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1052, root_relative_squared_error: 0.5469, unweighted_recall: 0.7933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.7787, kappa: 0.7689, kb_relative_information_score: 0.8108, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.074, weighted_recall: 0.7778, number_of_instances: 20000, precision: 0.7806, predictive_accuracy: 0.7778, prior_entropy: 4.6998, relative_absolute_error: 0.2922, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.5621, unweighted_recall: 0.7773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.8206, kappa: 0.8129, kb_relative_information_score: 0.8491, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.074, weighted_recall: 0.8201, number_of_instances: 20000, precision: 0.8216, predictive_accuracy: 0.8201, prior_entropy: 4.6998, relative_absolute_error: 0.2242, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.518, unweighted_recall: 0.8198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.6494, kappa: 0.6354, kb_relative_information_score: 0.712, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.074, weighted_recall: 0.6495, number_of_instances: 20000, precision: 0.6516, predictive_accuracy: 0.6495, prior_entropy: 4.6998, relative_absolute_error: 0.4481, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1326, root_relative_squared_error: 0.6895, unweighted_recall: 0.6487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.8512, kappa: 0.845, kb_relative_information_score: 0.8752, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.074, weighted_recall: 0.851, number_of_instances: 20000, precision: 0.852, predictive_accuracy: 0.851, prior_entropy: 4.6998, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.48, unweighted_recall: 0.8507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.783, kappa: 0.7736, kb_relative_information_score: 0.8186, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.074, weighted_recall: 0.7823, number_of_instances: 20000, precision: 0.7844, predictive_accuracy: 0.7823, prior_entropy: 4.6998, relative_absolute_error: 0.28, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.5623, unweighted_recall: 0.7817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.7874, kappa: 0.7785, kb_relative_information_score: 0.8254, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.074, weighted_recall: 0.787, number_of_instances: 20000, precision: 0.7887, predictive_accuracy: 0.787, prior_entropy: 4.6998, relative_absolute_error: 0.2653, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.555, unweighted_recall: 0.7864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.6546, kappa: 0.6396, kb_relative_information_score: 0.7067, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.074, weighted_recall: 0.6535, number_of_instances: 20000, precision: 0.6575, predictive_accuracy: 0.6535, prior_entropy: 4.6998, relative_absolute_error: 0.4492, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1324, root_relative_squared_error: 0.6887, unweighted_recall: 0.6528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.7414, kappa: 0.7305, kb_relative_information_score: 0.7898, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.074, weighted_recall: 0.7409, number_of_instances: 20000, precision: 0.7427, predictive_accuracy: 0.7409, prior_entropy: 4.6998, relative_absolute_error: 0.33, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.6038, unweighted_recall: 0.7405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.8362, kappa: 0.8294, kb_relative_information_score: 0.8619, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.074, weighted_recall: 0.836, number_of_instances: 20000, precision: 0.8368, predictive_accuracy: 0.836, prior_entropy: 4.6998, relative_absolute_error: 0.2056, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.5014, unweighted_recall: 0.8355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.6247, kappa: 0.6085, kb_relative_information_score: 0.692, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.074, weighted_recall: 0.6236, number_of_instances: 20000, precision: 0.6281, predictive_accuracy: 0.6236, prior_entropy: 4.6998, relative_absolute_error: 0.459, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.7158, unweighted_recall: 0.6231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.7339, kappa: 0.7229, kb_relative_information_score: 0.7793, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.074, weighted_recall: 0.7336, number_of_instances: 20000, precision: 0.7347, predictive_accuracy: 0.7336, prior_entropy: 4.6998, relative_absolute_error: 0.3384, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.6165, unweighted_recall: 0.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.5697, kappa: 0.5517, kb_relative_information_score: 0.6299, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.074, weighted_recall: 0.569, number_of_instances: 20000, precision: 0.5743, predictive_accuracy: 0.569, prior_entropy: 4.6998, relative_absolute_error: 0.5574, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1454, root_relative_squared_error: 0.7562, unweighted_recall: 0.5684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.7282, kappa: 0.717, kb_relative_information_score: 0.7732, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.074, weighted_recall: 0.7279, number_of_instances: 20000, precision: 0.73, predictive_accuracy: 0.7279, prior_entropy: 4.6998, relative_absolute_error: 0.3561, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.118, root_relative_squared_error: 0.6136, unweighted_recall: 0.7274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9611, f_measure: 0.789, kappa: 0.7801, kb_relative_information_score: 0.8235, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.074, weighted_recall: 0.7886, number_of_instances: 20000, precision: 0.7902, predictive_accuracy: 0.7886, prior_entropy: 4.6998, relative_absolute_error: 0.2705, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.107, root_relative_squared_error: 0.5562, unweighted_recall: 0.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.7195, kappa: 0.707, kb_relative_information_score: 0.7605, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.074, weighted_recall: 0.7183, number_of_instances: 20000, precision: 0.7219, predictive_accuracy: 0.7183, prior_entropy: 4.6998, relative_absolute_error: 0.3729, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.6277, unweighted_recall: 0.7176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.7599, kappa: 0.7496, kb_relative_information_score: 0.7967, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.074, weighted_recall: 0.7593, number_of_instances: 20000, precision: 0.7619, predictive_accuracy: 0.7593, prior_entropy: 4.6998, relative_absolute_error: 0.3157, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.5869, unweighted_recall: 0.7587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.8457, kappa: 0.8394, kb_relative_information_score: 0.8437, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.074, weighted_recall: 0.8456, number_of_instances: 20000, precision: 0.846, predictive_accuracy: 0.8456, prior_entropy: 4.6998, relative_absolute_error: 0.1606, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.109, root_relative_squared_error: 0.5667, unweighted_recall: 0.8454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.7914, kappa: 0.7824, kb_relative_information_score: 0.8208, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, weighted_recall: 0.7908, number_of_instances: 20000, precision: 0.7929, predictive_accuracy: 0.7908, prior_entropy: 4.6998, relative_absolute_error: 0.2755, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1052, root_relative_squared_error: 0.547, unweighted_recall: 0.7904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.5875, kappa: 0.5698, kb_relative_information_score: 0.6523, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.074, weighted_recall: 0.5864, number_of_instances: 20000, precision: 0.595, predictive_accuracy: 0.5864, prior_entropy: 4.6998, relative_absolute_error: 0.5231, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.7415, unweighted_recall: 0.5858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7621, kappa: 0.7522, kb_relative_information_score: 0.8002, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.074, weighted_recall: 0.7618, number_of_instances: 20000, precision: 0.763, predictive_accuracy: 0.7618, prior_entropy: 4.6998, relative_absolute_error: 0.3076, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1118, root_relative_squared_error: 0.5812, unweighted_recall: 0.7612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.7069, kappa: 0.6943, kb_relative_information_score: 0.7535, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.074, weighted_recall: 0.7061, number_of_instances: 20000, precision: 0.7096, predictive_accuracy: 0.7061, prior_entropy: 4.6998, relative_absolute_error: 0.3836, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.6388, unweighted_recall: 0.7055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.7161, kappa: 0.7043, kb_relative_information_score: 0.7668, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.074, weighted_recall: 0.7157, number_of_instances: 20000, precision: 0.7174, predictive_accuracy: 0.7157, prior_entropy: 4.6998, relative_absolute_error: 0.3627, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.6363, unweighted_recall: 0.7151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.7276, kappa: 0.7155, kb_relative_information_score: 0.7659, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.074, weighted_recall: 0.7265, number_of_instances: 20000, precision: 0.7301, predictive_accuracy: 0.7265, prior_entropy: 4.6998, relative_absolute_error: 0.3638, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.6208, unweighted_recall: 0.7259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.8749, kappa: 0.8695, kb_relative_information_score: 0.8877, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.074, weighted_recall: 0.8745, number_of_instances: 20000, precision: 0.8763, predictive_accuracy: 0.8745, prior_entropy: 4.6998, relative_absolute_error: 0.1326, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.4687, unweighted_recall: 0.8742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.7521, kappa: 0.7414, kb_relative_information_score: 0.7926, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.074, weighted_recall: 0.7514, number_of_instances: 20000, precision: 0.7535, predictive_accuracy: 0.7514, prior_entropy: 4.6998, relative_absolute_error: 0.3256, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.5945, unweighted_recall: 0.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.7287, kappa: 0.717, kb_relative_information_score: 0.7745, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.074, weighted_recall: 0.7279, number_of_instances: 20000, precision: 0.7304, predictive_accuracy: 0.7279, prior_entropy: 4.6998, relative_absolute_error: 0.3511, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.6165, unweighted_recall: 0.7275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8162, kappa: 0.8083, kb_relative_information_score: 0.8425, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.074, weighted_recall: 0.8157, number_of_instances: 20000, precision: 0.8181, predictive_accuracy: 0.8157, prior_entropy: 4.6998, relative_absolute_error: 0.2085, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1046, root_relative_squared_error: 0.5441, unweighted_recall: 0.8153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.4192, kappa: 0.3957, kb_relative_information_score: 0.4963, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.074, weighted_recall: 0.4191, number_of_instances: 20000, precision: 0.4386, predictive_accuracy: 0.4191, prior_entropy: 4.6998, relative_absolute_error: 0.7073, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.8458, unweighted_recall: 0.4186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.549, kappa: 0.5328, kb_relative_information_score: 0.6161, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.074, weighted_recall: 0.5508, number_of_instances: 20000, precision: 0.5534, predictive_accuracy: 0.5508, prior_entropy: 4.6998, relative_absolute_error: 0.5774, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.7679, unweighted_recall: 0.5506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.6817, kappa: 0.6684, kb_relative_information_score: 0.7323, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.074, weighted_recall: 0.6812, number_of_instances: 20000, precision: 0.684, predictive_accuracy: 0.6812, prior_entropy: 4.6998, relative_absolute_error: 0.4166, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.6628, unweighted_recall: 0.6803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.7013, kappa: 0.6883, kb_relative_information_score: 0.755, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.074, weighted_recall: 0.7004, number_of_instances: 20000, precision: 0.7037, predictive_accuracy: 0.7004, prior_entropy: 4.6998, relative_absolute_error: 0.3819, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1234, root_relative_squared_error: 0.6417, unweighted_recall: 0.6997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.4713, kappa: 0.4539, kb_relative_information_score: 0.5435, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.074, weighted_recall: 0.4751, number_of_instances: 20000, precision: 0.4869, predictive_accuracy: 0.4751, prior_entropy: 4.6998, relative_absolute_error: 0.6552, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.8155, unweighted_recall: 0.4732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, f_measure: 0.7373, kappa: 0.7258, kb_relative_information_score: 0.7798, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.074, weighted_recall: 0.7364, number_of_instances: 20000, precision: 0.7393, predictive_accuracy: 0.7364, prior_entropy: 4.6998, relative_absolute_error: 0.3338, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.6167, unweighted_recall: 0.736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.8386, kappa: 0.8317, kb_relative_information_score: 0.8623, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.074, weighted_recall: 0.8382, number_of_instances: 20000, precision: 0.8394, predictive_accuracy: 0.8382, prior_entropy: 4.6998, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0963, root_relative_squared_error: 0.5007, unweighted_recall: 0.8378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.7829, kappa: 0.7734, kb_relative_information_score: 0.8216, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, weighted_recall: 0.7822, number_of_instances: 20000, precision: 0.7845, predictive_accuracy: 0.7822, prior_entropy: 4.6998, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1077, root_relative_squared_error: 0.5599, unweighted_recall: 0.7818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.729, kappa: 0.7174, kb_relative_information_score: 0.7689, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.074, weighted_recall: 0.7283, number_of_instances: 20000, precision: 0.7307, predictive_accuracy: 0.7283, prior_entropy: 4.6998, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1187, root_relative_squared_error: 0.617, unweighted_recall: 0.7277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.8264, kappa: 0.819, kb_relative_information_score: 0.8534, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.074, weighted_recall: 0.826, number_of_instances: 20000, precision: 0.8274, predictive_accuracy: 0.826, prior_entropy: 4.6998, relative_absolute_error: 0.1978, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1014, root_relative_squared_error: 0.5275, unweighted_recall: 0.8255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9506, f_measure: 0.824, kappa: 0.8163, kb_relative_information_score: 0.852, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.074, weighted_recall: 0.8234, number_of_instances: 20000, precision: 0.8256, predictive_accuracy: 0.8234, prior_entropy: 4.6998, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.5243, unweighted_recall: 0.8229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.7755, kappa: 0.7657, kb_relative_information_score: 0.8073, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.074, weighted_recall: 0.7747, number_of_instances: 20000, precision: 0.7777, predictive_accuracy: 0.7747, prior_entropy: 4.6998, relative_absolute_error: 0.2971, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.5663, unweighted_recall: 0.7744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.7533, kappa: 0.7428, kb_relative_information_score: 0.7935, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.074, weighted_recall: 0.7527, number_of_instances: 20000, precision: 0.755, predictive_accuracy: 0.7527, prior_entropy: 4.6998, relative_absolute_error: 0.324, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.5945, unweighted_recall: 0.7523,

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