OpenML
Supervised Classification on splice

Supervised Classification on splice

Task 45 Supervised Classification splice 20618 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_70 study_98 study_99 under100k under1m
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20618 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.8925, kappa: 0.8254, kb_relative_information_score: 0.818, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8922, number_of_instances: 3190, precision: 0.893, predictive_accuracy: 0.8922, prior_entropy: 1.4802, relative_absolute_error: 0.2064, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.5181, unweighted_recall: 0.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.9181, kappa: 0.8669, kb_relative_information_score: 0.8565, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9179, number_of_instances: 3190, precision: 0.9184, predictive_accuracy: 0.9179, prior_entropy: 1.4802, relative_absolute_error: 0.1655, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.4575, unweighted_recall: 0.9095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9172, kappa: 0.8656, kb_relative_information_score: 0.8573, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9169, number_of_instances: 3190, precision: 0.9177, predictive_accuracy: 0.9169, prior_entropy: 1.4802, relative_absolute_error: 0.1605, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.4783, unweighted_recall: 0.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.9127, kappa: 0.8585, kb_relative_information_score: 0.8605, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9125, number_of_instances: 3190, precision: 0.9132, predictive_accuracy: 0.9125, prior_entropy: 1.4802, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.4844, unweighted_recall: 0.9068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9329, kappa: 0.8912, kb_relative_information_score: 0.8766, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9326, number_of_instances: 3190, precision: 0.9337, predictive_accuracy: 0.9326, prior_entropy: 1.4802, relative_absolute_error: 0.1474, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.4053, unweighted_recall: 0.9297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.8817, kappa: 0.8086, kb_relative_information_score: 0.7776, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8809, number_of_instances: 3190, precision: 0.8839, predictive_accuracy: 0.8809, prior_entropy: 1.4802, relative_absolute_error: 0.2651, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2431, root_relative_squared_error: 0.5368, unweighted_recall: 0.8762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9294, kappa: 0.8852, kb_relative_information_score: 0.8711, mean_absolute_error: 0.0611, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9292, number_of_instances: 3190, precision: 0.9297, predictive_accuracy: 0.9292, prior_entropy: 1.4802, relative_absolute_error: 0.149, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.4411, unweighted_recall: 0.9233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9384, kappa: 0.9, kb_relative_information_score: 0.8839, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9382, number_of_instances: 3190, precision: 0.9386, predictive_accuracy: 0.9382, prior_entropy: 1.4802, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.4021, unweighted_recall: 0.9338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.9213, kappa: 0.8723, kb_relative_information_score: 0.8374, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9207, number_of_instances: 3190, precision: 0.9229, predictive_accuracy: 0.9207, prior_entropy: 1.4802, relative_absolute_error: 0.1945, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.4541, unweighted_recall: 0.9181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.9214, kappa: 0.8723, kb_relative_information_score: 0.8503, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.4101, weighted_recall: 0.921, number_of_instances: 3190, precision: 0.922, predictive_accuracy: 0.921, prior_entropy: 1.4802, relative_absolute_error: 0.1754, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4591, unweighted_recall: 0.9155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8649, kappa: 0.7811, kb_relative_information_score: 0.7626, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8646, number_of_instances: 3190, precision: 0.8657, predictive_accuracy: 0.8646, prior_entropy: 1.4802, relative_absolute_error: 0.2692, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.5823, unweighted_recall: 0.8552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9204, kappa: 0.8708, kb_relative_information_score: 0.8564, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9204, number_of_instances: 3190, precision: 0.9205, predictive_accuracy: 0.9204, prior_entropy: 1.4802, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.4521, unweighted_recall: 0.9137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.9269, kappa: 0.8812, kb_relative_information_score: 0.8837, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9266, number_of_instances: 3190, precision: 0.9274, predictive_accuracy: 0.9266, prior_entropy: 1.4802, relative_absolute_error: 0.1276, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.451, unweighted_recall: 0.9198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.8838, kb_relative_information_score: 0.8852, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9282, number_of_instances: 3190, precision: 0.9287, predictive_accuracy: 0.9282, prior_entropy: 1.4802, relative_absolute_error: 0.1252, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.4563, unweighted_recall: 0.9227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.8754, kappa: 0.7979, kb_relative_information_score: 0.7833, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8749, number_of_instances: 3190, precision: 0.8762, predictive_accuracy: 0.8749, prior_entropy: 1.4802, relative_absolute_error: 0.248, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.565, unweighted_recall: 0.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9245, kappa: 0.8773, kb_relative_information_score: 0.8801, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9241, number_of_instances: 3190, precision: 0.9251, predictive_accuracy: 0.9241, prior_entropy: 1.4802, relative_absolute_error: 0.1312, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.4583, unweighted_recall: 0.9161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9374, kappa: 0.8986, kb_relative_information_score: 0.8743, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.4101, weighted_recall: 0.937, number_of_instances: 3190, precision: 0.9388, predictive_accuracy: 0.937, prior_entropy: 1.4802, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.41, unweighted_recall: 0.9374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.923, kappa: 0.8753, kb_relative_information_score: 0.8526, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9229, number_of_instances: 3190, precision: 0.9235, predictive_accuracy: 0.9229, prior_entropy: 1.4802, relative_absolute_error: 0.1742, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.4493, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.8656, kappa: 0.7819, kb_relative_information_score: 0.7601, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8649, number_of_instances: 3190, precision: 0.8669, predictive_accuracy: 0.8649, prior_entropy: 1.4802, relative_absolute_error: 0.278, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.565, unweighted_recall: 0.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.884, kappa: 0.8119, kb_relative_information_score: 0.7864, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8834, number_of_instances: 3190, precision: 0.8852, predictive_accuracy: 0.8834, prior_entropy: 1.4802, relative_absolute_error: 0.2527, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.535, unweighted_recall: 0.8771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.9102, kappa: 0.8543, kb_relative_information_score: 0.8428, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.4101, weighted_recall: 0.91, number_of_instances: 3190, precision: 0.9106, predictive_accuracy: 0.91, prior_entropy: 1.4802, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4858, unweighted_recall: 0.9028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9332, kappa: 0.8917, kb_relative_information_score: 0.8622, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9329, number_of_instances: 3190, precision: 0.9339, predictive_accuracy: 0.9329, prior_entropy: 1.4802, relative_absolute_error: 0.1644, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.4206, unweighted_recall: 0.9304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9295, kappa: 0.8854, kb_relative_information_score: 0.8725, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9292, number_of_instances: 3190, precision: 0.9301, predictive_accuracy: 0.9292, prior_entropy: 1.4802, relative_absolute_error: 0.1521, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.4203, unweighted_recall: 0.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9309, kappa: 0.8878, kb_relative_information_score: 0.8791, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9307, number_of_instances: 3190, precision: 0.9313, predictive_accuracy: 0.9307, prior_entropy: 1.4802, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1962, root_relative_squared_error: 0.4333, unweighted_recall: 0.9257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9406, kappa: 0.9035, kb_relative_information_score: 0.8864, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9404, number_of_instances: 3190, precision: 0.941, predictive_accuracy: 0.9404, prior_entropy: 1.4802, relative_absolute_error: 0.131, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.4148, unweighted_recall: 0.9357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.9219, kappa: 0.8732, kb_relative_information_score: 0.878, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9216, number_of_instances: 3190, precision: 0.9224, predictive_accuracy: 0.9216, prior_entropy: 1.4802, relative_absolute_error: 0.1346, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4638, unweighted_recall: 0.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9299, kappa: 0.886, kb_relative_information_score: 0.8815, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9298, number_of_instances: 3190, precision: 0.9301, predictive_accuracy: 0.9298, prior_entropy: 1.4802, relative_absolute_error: 0.1319, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.4431, unweighted_recall: 0.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9019, kappa: 0.8411, kb_relative_information_score: 0.8123, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9013, number_of_instances: 3190, precision: 0.9034, predictive_accuracy: 0.9013, prior_entropy: 1.4802, relative_absolute_error: 0.2251, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.4974, unweighted_recall: 0.8986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.9144, kappa: 0.8612, kb_relative_information_score: 0.8711, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9138, number_of_instances: 3190, precision: 0.9158, predictive_accuracy: 0.9138, prior_entropy: 1.4802, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.4943, unweighted_recall: 0.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9338, kappa: 0.8923, kb_relative_information_score: 0.8862, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9335, number_of_instances: 3190, precision: 0.9342, predictive_accuracy: 0.9335, prior_entropy: 1.4802, relative_absolute_error: 0.132, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4062, unweighted_recall: 0.9263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9209, kappa: 0.8721, kb_relative_information_score: 0.8464, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9207, number_of_instances: 3190, precision: 0.9218, predictive_accuracy: 0.9207, prior_entropy: 1.4802, relative_absolute_error: 0.1825, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.4494, unweighted_recall: 0.9183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9242, kappa: 0.8771, kb_relative_information_score: 0.8531, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9238, number_of_instances: 3190, precision: 0.9251, predictive_accuracy: 0.9238, prior_entropy: 1.4802, relative_absolute_error: 0.173, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4398, unweighted_recall: 0.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.842, kappa: 0.7436, kb_relative_information_score: 0.7078, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8417, number_of_instances: 3190, precision: 0.8424, predictive_accuracy: 0.8417, prior_entropy: 1.4802, relative_absolute_error: 0.3408, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2801, root_relative_squared_error: 0.6186, unweighted_recall: 0.8291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9266, kappa: 0.881, kb_relative_information_score: 0.8811, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9263, number_of_instances: 3190, precision: 0.9273, predictive_accuracy: 0.9263, prior_entropy: 1.4802, relative_absolute_error: 0.132, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.4574, unweighted_recall: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9314, kappa: 0.8885, kb_relative_information_score: 0.8822, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9313, number_of_instances: 3190, precision: 0.9315, predictive_accuracy: 0.9313, prior_entropy: 1.4802, relative_absolute_error: 0.1357, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.421, unweighted_recall: 0.9242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9324, kappa: 0.89, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9323, number_of_instances: 3190, precision: 0.9326, predictive_accuracy: 0.9323, prior_entropy: 1.4802, relative_absolute_error: 0.1367, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.4166, unweighted_recall: 0.9244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.94, kappa: 0.9028, kb_relative_information_score: 0.8749, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9398, number_of_instances: 3190, precision: 0.9408, predictive_accuracy: 0.9398, prior_entropy: 1.4802, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.4057, unweighted_recall: 0.9378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9379, kappa: 0.8992, kb_relative_information_score: 0.8825, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9379, number_of_instances: 3190, precision: 0.938, predictive_accuracy: 0.9379, prior_entropy: 1.4802, relative_absolute_error: 0.1359, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.4054, unweighted_recall: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.92, kappa: 0.87, kb_relative_information_score: 0.8791, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9197, number_of_instances: 3190, precision: 0.9204, predictive_accuracy: 0.9197, prior_entropy: 1.4802, relative_absolute_error: 0.1288, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.4917, unweighted_recall: 0.9133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9378, kappa: 0.899, kb_relative_information_score: 0.8838, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9376, number_of_instances: 3190, precision: 0.938, predictive_accuracy: 0.9376, prior_entropy: 1.4802, relative_absolute_error: 0.1375, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.3968, unweighted_recall: 0.9334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.9082, kappa: 0.851, kb_relative_information_score: 0.8601, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9082, number_of_instances: 3190, precision: 0.9084, predictive_accuracy: 0.9082, prior_entropy: 1.4802, relative_absolute_error: 0.1519, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2287, root_relative_squared_error: 0.505, unweighted_recall: 0.8998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9382, kappa: 0.8998, kb_relative_information_score: 0.8726, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9379, number_of_instances: 3190, precision: 0.9389, predictive_accuracy: 0.9379, prior_entropy: 1.4802, relative_absolute_error: 0.1528, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.4098, unweighted_recall: 0.9354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.8601, kappa: 0.7733, kb_relative_information_score: 0.7408, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8592, number_of_instances: 3190, precision: 0.8617, predictive_accuracy: 0.8592, prior_entropy: 1.4802, relative_absolute_error: 0.3037, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.5868, unweighted_recall: 0.8513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.881, kappa: 0.8074, kb_relative_information_score: 0.7892, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8809, number_of_instances: 3190, precision: 0.8816, predictive_accuracy: 0.8809, prior_entropy: 1.4802, relative_absolute_error: 0.2464, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.5209, unweighted_recall: 0.8732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.9258, kappa: 0.8795, kb_relative_information_score: 0.8628, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9257, number_of_instances: 3190, precision: 0.926, predictive_accuracy: 0.9257, prior_entropy: 1.4802, relative_absolute_error: 0.1588, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.4475, unweighted_recall: 0.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9387, kappa: 0.9005, kb_relative_information_score: 0.8753, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9386, number_of_instances: 3190, precision: 0.9389, predictive_accuracy: 0.9386, prior_entropy: 1.4802, relative_absolute_error: 0.1487, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1836, root_relative_squared_error: 0.4054, unweighted_recall: 0.9347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9397, kappa: 0.9019, kb_relative_information_score: 0.8864, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9395, number_of_instances: 3190, precision: 0.9399, predictive_accuracy: 0.9395, prior_entropy: 1.4802, relative_absolute_error: 0.1301, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.4164, unweighted_recall: 0.9346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.92, kappa: 0.8701, kb_relative_information_score: 0.8557, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9197, number_of_instances: 3190, precision: 0.9205, predictive_accuracy: 0.9197, prior_entropy: 1.4802, relative_absolute_error: 0.1674, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.4543, unweighted_recall: 0.9126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9387, kappa: 0.9004, kb_relative_information_score: 0.8817, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9386, number_of_instances: 3190, precision: 0.9389, predictive_accuracy: 0.9386, prior_entropy: 1.4802, relative_absolute_error: 0.1388, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.4078, unweighted_recall: 0.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.8864, kappa: 0.8156, kb_relative_information_score: 0.7935, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8859, number_of_instances: 3190, precision: 0.8872, predictive_accuracy: 0.8859, prior_entropy: 1.4802, relative_absolute_error: 0.2433, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.5147, unweighted_recall: 0.8783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9257, kappa: 0.8795, kb_relative_information_score: 0.8667, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9254, number_of_instances: 3190, precision: 0.9265, predictive_accuracy: 0.9254, prior_entropy: 1.4802, relative_absolute_error: 0.1549, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4357, unweighted_recall: 0.9218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9313, kappa: 0.8885, kb_relative_information_score: 0.8706, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.4101, weighted_recall: 0.931, number_of_instances: 3190, precision: 0.9319, predictive_accuracy: 0.931, prior_entropy: 1.4802, relative_absolute_error: 0.1517, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.194, root_relative_squared_error: 0.4284, unweighted_recall: 0.9266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, f_measure: 0.9101, kappa: 0.8545, kb_relative_information_score: 0.8641, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9097, number_of_instances: 3190, precision: 0.9112, predictive_accuracy: 0.9097, prior_entropy: 1.4802, relative_absolute_error: 0.1472, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2399, root_relative_squared_error: 0.5299, unweighted_recall: 0.9075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9365, kappa: 0.897, kb_relative_information_score: 0.8751, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9364, number_of_instances: 3190, precision: 0.937, predictive_accuracy: 0.9364, prior_entropy: 1.4802, relative_absolute_error: 0.1498, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.41, unweighted_recall: 0.9328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9378, kappa: 0.899, kb_relative_information_score: 0.8843, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9376, number_of_instances: 3190, precision: 0.9381, predictive_accuracy: 0.9376, prior_entropy: 1.4802, relative_absolute_error: 0.1348, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.4094, unweighted_recall: 0.9329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.9319, kappa: 0.8895, kb_relative_information_score: 0.8806, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4101, weighted_recall: 0.932, number_of_instances: 3190, precision: 0.932, predictive_accuracy: 0.932, prior_entropy: 1.4802, relative_absolute_error: 0.1339, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4307, unweighted_recall: 0.9242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9185, kappa: 0.868, kb_relative_information_score: 0.8485, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9182, number_of_instances: 3190, precision: 0.9194, predictive_accuracy: 0.9182, prior_entropy: 1.4802, relative_absolute_error: 0.1794, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.4565, unweighted_recall: 0.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.9047, kappa: 0.8456, kb_relative_information_score: 0.8593, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9044, number_of_instances: 3190, precision: 0.9056, predictive_accuracy: 0.9044, prior_entropy: 1.4802, relative_absolute_error: 0.152, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.5245, unweighted_recall: 0.9002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9398, kappa: 0.9025, kb_relative_information_score: 0.8794, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9395, number_of_instances: 3190, precision: 0.9409, predictive_accuracy: 0.9395, prior_entropy: 1.4802, relative_absolute_error: 0.1438, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.4006, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9311, kappa: 0.8882, kb_relative_information_score: 0.8667, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9307, number_of_instances: 3190, precision: 0.932, predictive_accuracy: 0.9307, prior_entropy: 1.4802, relative_absolute_error: 0.1583, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1962, root_relative_squared_error: 0.4333, unweighted_recall: 0.9287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.8707, kappa: 0.7909, kb_relative_information_score: 0.7687, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8705, number_of_instances: 3190, precision: 0.8714, predictive_accuracy: 0.8705, prior_entropy: 1.4802, relative_absolute_error: 0.2697, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.559, unweighted_recall: 0.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.937, kappa: 0.8975, kb_relative_information_score: 0.8803, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9367, number_of_instances: 3190, precision: 0.9375, predictive_accuracy: 0.9367, prior_entropy: 1.4802, relative_absolute_error: 0.1411, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.4112, unweighted_recall: 0.9307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9286, kappa: 0.8841, kb_relative_information_score: 0.8612, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9282, number_of_instances: 3190, precision: 0.9294, predictive_accuracy: 0.9282, prior_entropy: 1.4802, relative_absolute_error: 0.165, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.4335, unweighted_recall: 0.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9071, kappa: 0.8497, kb_relative_information_score: 0.8289, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9066, number_of_instances: 3190, precision: 0.9087, predictive_accuracy: 0.9066, prior_entropy: 1.4802, relative_absolute_error: 0.2005, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.4911, unweighted_recall: 0.9055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9396, kappa: 0.9019, kb_relative_information_score: 0.8857, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9395, number_of_instances: 3190, precision: 0.9398, predictive_accuracy: 0.9395, prior_entropy: 1.4802, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.4071, unweighted_recall: 0.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.9378, kappa: 0.899, kb_relative_information_score: 0.8897, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9376, number_of_instances: 3190, precision: 0.9382, predictive_accuracy: 0.9376, prior_entropy: 1.4802, relative_absolute_error: 0.1275, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.4109, unweighted_recall: 0.9331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.8874, kappa: 0.8179, kb_relative_information_score: 0.7869, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8865, number_of_instances: 3190, precision: 0.8899, predictive_accuracy: 0.8865, prior_entropy: 1.4802, relative_absolute_error: 0.2536, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.5303, unweighted_recall: 0.8849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.9346, kappa: 0.8936, kb_relative_information_score: 0.8816, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9345, number_of_instances: 3190, precision: 0.9347, predictive_accuracy: 0.9345, prior_entropy: 1.4802, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.189, root_relative_squared_error: 0.4174, unweighted_recall: 0.9267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9297, kappa: 0.8856, kb_relative_information_score: 0.8855, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9295, number_of_instances: 3190, precision: 0.9301, predictive_accuracy: 0.9295, prior_entropy: 1.4802, relative_absolute_error: 0.1258, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.4375, unweighted_recall: 0.9214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9402, kappa: 0.9029, kb_relative_information_score: 0.8939, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9401, number_of_instances: 3190, precision: 0.9403, predictive_accuracy: 0.9401, prior_entropy: 1.4802, relative_absolute_error: 0.1188, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.4149, unweighted_recall: 0.9343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8732, kappa: 0.7944, kb_relative_information_score: 0.7931, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8724, number_of_instances: 3190, precision: 0.8746, predictive_accuracy: 0.8724, prior_entropy: 1.4802, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2578, root_relative_squared_error: 0.5693, unweighted_recall: 0.8647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9159, kappa: 0.8635, kb_relative_information_score: 0.8482, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9154, number_of_instances: 3190, precision: 0.9172, predictive_accuracy: 0.9154, prior_entropy: 1.4802, relative_absolute_error: 0.1765, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.4543, unweighted_recall: 0.9109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9311, kappa: 0.8881, kb_relative_information_score: 0.8682, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9307, number_of_instances: 3190, precision: 0.9319, predictive_accuracy: 0.9307, prior_entropy: 1.4802, relative_absolute_error: 0.1565, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.4267, unweighted_recall: 0.9275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.9338, kappa: 0.8925, kb_relative_information_score: 0.8858, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9335, number_of_instances: 3190, precision: 0.9343, predictive_accuracy: 0.9335, prior_entropy: 1.4802, relative_absolute_error: 0.1282, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.4349, unweighted_recall: 0.9291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.9176, kappa: 0.8663, kb_relative_information_score: 0.8529, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9172, number_of_instances: 3190, precision: 0.9183, predictive_accuracy: 0.9172, prior_entropy: 1.4802, relative_absolute_error: 0.1693, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.4608, unweighted_recall: 0.9126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8878, kappa: 0.8184, kb_relative_information_score: 0.7905, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8871, number_of_instances: 3190, precision: 0.8894, predictive_accuracy: 0.8871, prior_entropy: 1.4802, relative_absolute_error: 0.2458, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2414, root_relative_squared_error: 0.5332, unweighted_recall: 0.8837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.8987, kappa: 0.8357, kb_relative_information_score: 0.8021, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8981, number_of_instances: 3190, precision: 0.8999, predictive_accuracy: 0.8981, prior_entropy: 1.4802, relative_absolute_error: 0.2343, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.5046, unweighted_recall: 0.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9112, kappa: 0.8559, kb_relative_information_score: 0.8342, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9107, number_of_instances: 3190, precision: 0.9122, predictive_accuracy: 0.9107, prior_entropy: 1.4802, relative_absolute_error: 0.196, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.4718, unweighted_recall: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9425, kappa: 0.9067, kb_relative_information_score: 0.888, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9423, number_of_instances: 3190, precision: 0.943, predictive_accuracy: 0.9423, prior_entropy: 1.4802, relative_absolute_error: 0.1311, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.3971, unweighted_recall: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.8762, kappa: 0.7998, kb_relative_information_score: 0.7982, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8755, number_of_instances: 3190, precision: 0.8778, predictive_accuracy: 0.8755, prior_entropy: 1.4802, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.5689, unweighted_recall: 0.8735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9252, kappa: 0.8788, kb_relative_information_score: 0.8588, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9248, number_of_instances: 3190, precision: 0.9263, predictive_accuracy: 0.9248, prior_entropy: 1.4802, relative_absolute_error: 0.1679, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.4411, unweighted_recall: 0.9239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9293, kappa: 0.8852, kb_relative_information_score: 0.8625, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9288, number_of_instances: 3190, precision: 0.9304, predictive_accuracy: 0.9288, prior_entropy: 1.4802, relative_absolute_error: 0.1624, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.4288, unweighted_recall: 0.9266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9044, kappa: 0.8448, kb_relative_information_score: 0.838, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9041, number_of_instances: 3190, precision: 0.9049, predictive_accuracy: 0.9041, prior_entropy: 1.4802, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.5001, unweighted_recall: 0.8976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.8948, kappa: 0.8292, kb_relative_information_score: 0.8144, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8944, number_of_instances: 3190, precision: 0.8954, predictive_accuracy: 0.8944, prior_entropy: 1.4802, relative_absolute_error: 0.2123, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.5121, unweighted_recall: 0.8872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.8898, kappa: 0.8211, kb_relative_information_score: 0.8011, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4101, weighted_recall: 0.889, number_of_instances: 3190, precision: 0.8912, predictive_accuracy: 0.889, prior_entropy: 1.4802, relative_absolute_error: 0.2318, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.5131, unweighted_recall: 0.8817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.931, kappa: 0.8879, kb_relative_information_score: 0.8775, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9307, number_of_instances: 3190, precision: 0.9316, predictive_accuracy: 0.9307, prior_entropy: 1.4802, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.4261, unweighted_recall: 0.9248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.9285, kappa: 0.8839, kb_relative_information_score: 0.8887, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9282, number_of_instances: 3190, precision: 0.929, predictive_accuracy: 0.9282, prior_entropy: 1.4802, relative_absolute_error: 0.1204, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.4646, unweighted_recall: 0.9236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9175, kappa: 0.8662, kb_relative_information_score: 0.8592, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9176, number_of_instances: 3190, precision: 0.9177, predictive_accuracy: 0.9176, prior_entropy: 1.4802, relative_absolute_error: 0.163, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4457, unweighted_recall: 0.9086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.8854, kappa: 0.8139, kb_relative_information_score: 0.8176, mean_absolute_error: 0.0827, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8853, number_of_instances: 3190, precision: 0.8855, predictive_accuracy: 0.8853, prior_entropy: 1.4802, relative_absolute_error: 0.2018, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2561, root_relative_squared_error: 0.5655, unweighted_recall: 0.8762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9325, kappa: 0.8904, kb_relative_information_score: 0.87, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9323, number_of_instances: 3190, precision: 0.9329, predictive_accuracy: 0.9323, prior_entropy: 1.4802, relative_absolute_error: 0.1539, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.4189, unweighted_recall: 0.9272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.8734, kappa: 0.7957, kb_relative_information_score: 0.7733, mean_absolute_error: 0.1102, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8727, number_of_instances: 3190, precision: 0.8757, predictive_accuracy: 0.8727, prior_entropy: 1.4802, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2477, root_relative_squared_error: 0.5471, unweighted_recall: 0.8707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9361, kappa: 0.8964, kb_relative_information_score: 0.8849, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9361, number_of_instances: 3190, precision: 0.9364, predictive_accuracy: 0.9361, prior_entropy: 1.4802, relative_absolute_error: 0.1312, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.4209, unweighted_recall: 0.9307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9267, kappa: 0.881, kb_relative_information_score: 0.8774, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9266, number_of_instances: 3190, precision: 0.9269, predictive_accuracy: 0.9266, prior_entropy: 1.4802, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.4355, unweighted_recall: 0.9182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9386, kappa: 0.9003, kb_relative_information_score: 0.886, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9382, number_of_instances: 3190, precision: 0.9394, predictive_accuracy: 0.9382, prior_entropy: 1.4802, relative_absolute_error: 0.1338, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.4037, unweighted_recall: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.8985, kappa: 0.8355, kb_relative_information_score: 0.8301, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8981, number_of_instances: 3190, precision: 0.8993, predictive_accuracy: 0.8981, prior_entropy: 1.4802, relative_absolute_error: 0.1906, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.5174, unweighted_recall: 0.8924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9346, kappa: 0.8938, kb_relative_information_score: 0.8759, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9345, number_of_instances: 3190, precision: 0.9348, predictive_accuracy: 0.9345, prior_entropy: 1.4802, relative_absolute_error: 0.1456, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.4057, unweighted_recall: 0.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9351, kappa: 0.8944, kb_relative_information_score: 0.8823, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9348, number_of_instances: 3190, precision: 0.9356, predictive_accuracy: 0.9348, prior_entropy: 1.4802, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.4032, unweighted_recall: 0.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9165, kappa: 0.8644, kb_relative_information_score: 0.8525, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9163, number_of_instances: 3190, precision: 0.9168, predictive_accuracy: 0.9163, prior_entropy: 1.4802, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.4606, unweighted_recall: 0.9092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.8776, kappa: 0.8016, kb_relative_information_score: 0.7678, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8771, number_of_instances: 3190, precision: 0.8785, predictive_accuracy: 0.8771, prior_entropy: 1.4802, relative_absolute_error: 0.2698, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2485, root_relative_squared_error: 0.5488, unweighted_recall: 0.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9363, kappa: 0.8966, kb_relative_information_score: 0.877, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9361, number_of_instances: 3190, precision: 0.9368, predictive_accuracy: 0.9361, prior_entropy: 1.4802, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.4091, unweighted_recall: 0.9324,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

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

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

OpenML APIs