OpenML
Supervised Classification on pendigits

Supervised Classification on pendigits

Task 32 Supervised Classification pendigits 23664 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_98 study_99 under100k under1m
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23664 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.8642, kappa: 0.8491, kb_relative_information_score: 0.8608, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, weighted_recall: 0.8643, number_of_instances: 10992, precision: 0.865, predictive_accuracy: 0.8643, prior_entropy: 3.3208, relative_absolute_error: 0.2089, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.4649, unweighted_recall: 0.8639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9164, kappa: 0.9072, kb_relative_information_score: 0.9147, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.18, weighted_recall: 0.9165, number_of_instances: 10992, precision: 0.9166, predictive_accuracy: 0.9165, prior_entropy: 3.3208, relative_absolute_error: 0.1235, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.3751, unweighted_recall: 0.9164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.8807, kappa: 0.8679, kb_relative_information_score: 0.8789, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.18, weighted_recall: 0.8811, number_of_instances: 10992, precision: 0.8808, predictive_accuracy: 0.8811, prior_entropy: 3.3208, relative_absolute_error: 0.1785, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1312, root_relative_squared_error: 0.4375, unweighted_recall: 0.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.947, kappa: 0.9411, kb_relative_information_score: 0.9481, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, weighted_recall: 0.947, number_of_instances: 10992, precision: 0.9472, predictive_accuracy: 0.947, prior_entropy: 3.3208, relative_absolute_error: 0.0706, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.3112, unweighted_recall: 0.9468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9435, kappa: 0.9372, kb_relative_information_score: 0.945, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.18, weighted_recall: 0.9435, number_of_instances: 10992, precision: 0.9435, predictive_accuracy: 0.9435, prior_entropy: 3.3208, relative_absolute_error: 0.074, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.3074, unweighted_recall: 0.9434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9021, kappa: 0.8912, kb_relative_information_score: 0.9039, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.18, weighted_recall: 0.9021, number_of_instances: 10992, precision: 0.9022, predictive_accuracy: 0.9021, prior_entropy: 3.3208, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.3943, unweighted_recall: 0.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9495, kappa: 0.9438, kb_relative_information_score: 0.9488, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, weighted_recall: 0.9494, number_of_instances: 10992, precision: 0.9496, predictive_accuracy: 0.9494, prior_entropy: 3.3208, relative_absolute_error: 0.0683, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.3007, unweighted_recall: 0.9493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9132, kappa: 0.9037, kb_relative_information_score: 0.9115, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.18, weighted_recall: 0.9133, number_of_instances: 10992, precision: 0.9135, predictive_accuracy: 0.9133, prior_entropy: 3.3208, relative_absolute_error: 0.131, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.114, root_relative_squared_error: 0.38, unweighted_recall: 0.9132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9077, kappa: 0.8976, kb_relative_information_score: 0.9031, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.18, weighted_recall: 0.9078, number_of_instances: 10992, precision: 0.9079, predictive_accuracy: 0.9078, prior_entropy: 3.3208, relative_absolute_error: 0.1434, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.3894, unweighted_recall: 0.9078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9302, kappa: 0.9224, kb_relative_information_score: 0.928, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.18, weighted_recall: 0.9301, number_of_instances: 10992, precision: 0.9303, predictive_accuracy: 0.9301, prior_entropy: 3.3208, relative_absolute_error: 0.1039, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1027, root_relative_squared_error: 0.3425, unweighted_recall: 0.9301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9216, kappa: 0.9132, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.18, weighted_recall: 0.9219, number_of_instances: 10992, precision: 0.9217, predictive_accuracy: 0.9219, prior_entropy: 3.3208, relative_absolute_error: 0.1131, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.3585, unweighted_recall: 0.9215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9288, kappa: 0.9208, kb_relative_information_score: 0.9255, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.18, weighted_recall: 0.9288, number_of_instances: 10992, precision: 0.929, predictive_accuracy: 0.9288, prior_entropy: 3.3208, relative_absolute_error: 0.1094, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1044, root_relative_squared_error: 0.3481, unweighted_recall: 0.9287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9458, kappa: 0.9397, kb_relative_information_score: 0.9467, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.18, weighted_recall: 0.9458, number_of_instances: 10992, precision: 0.9458, predictive_accuracy: 0.9458, prior_entropy: 3.3208, relative_absolute_error: 0.0731, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.3022, unweighted_recall: 0.9459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9356, kappa: 0.9284, kb_relative_information_score: 0.9339, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.18, weighted_recall: 0.9356, number_of_instances: 10992, precision: 0.9357, predictive_accuracy: 0.9356, prior_entropy: 3.3208, relative_absolute_error: 0.0974, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.329, unweighted_recall: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9237, kappa: 0.9153, kb_relative_information_score: 0.9214, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.18, weighted_recall: 0.9238, number_of_instances: 10992, precision: 0.9237, predictive_accuracy: 0.9238, prior_entropy: 3.3208, relative_absolute_error: 0.1136, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.3584, unweighted_recall: 0.9237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9433, kappa: 0.9369, kb_relative_information_score: 0.941, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.18, weighted_recall: 0.9432, number_of_instances: 10992, precision: 0.9435, predictive_accuracy: 0.9432, prior_entropy: 3.3208, relative_absolute_error: 0.0814, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0942, root_relative_squared_error: 0.3139, unweighted_recall: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9418, kappa: 0.9353, kb_relative_information_score: 0.9433, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, weighted_recall: 0.9418, number_of_instances: 10992, precision: 0.9419, predictive_accuracy: 0.9418, prior_entropy: 3.3208, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.3195, unweighted_recall: 0.9417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.8852, kappa: 0.8724, kb_relative_information_score: 0.8862, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.18, weighted_recall: 0.8852, number_of_instances: 10992, precision: 0.8852, predictive_accuracy: 0.8852, prior_entropy: 3.3208, relative_absolute_error: 0.1626, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.4269, unweighted_recall: 0.8848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9036, kappa: 0.8931, kb_relative_information_score: 0.9017, mean_absolute_error: 0.0264, mean_prior_absolute_error: 0.18, weighted_recall: 0.9038, number_of_instances: 10992, precision: 0.9036, predictive_accuracy: 0.9038, prior_entropy: 3.3208, relative_absolute_error: 0.1467, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.3971, unweighted_recall: 0.9037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9403, kappa: 0.9336, kb_relative_information_score: 0.9404, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.18, weighted_recall: 0.9402, number_of_instances: 10992, precision: 0.9404, predictive_accuracy: 0.9402, prior_entropy: 3.3208, relative_absolute_error: 0.0821, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0942, root_relative_squared_error: 0.314, unweighted_recall: 0.9402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.8992, kappa: 0.8881, kb_relative_information_score: 0.8964, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.18, weighted_recall: 0.8993, number_of_instances: 10992, precision: 0.8994, predictive_accuracy: 0.8993, prior_entropy: 3.3208, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.4109, unweighted_recall: 0.8993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9232, kappa: 0.9148, kb_relative_information_score: 0.9196, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.18, weighted_recall: 0.9233, number_of_instances: 10992, precision: 0.9235, predictive_accuracy: 0.9233, prior_entropy: 3.3208, relative_absolute_error: 0.1177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1077, root_relative_squared_error: 0.359, unweighted_recall: 0.9234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9341, kappa: 0.9268, kb_relative_information_score: 0.9325, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.18, weighted_recall: 0.9341, number_of_instances: 10992, precision: 0.9341, predictive_accuracy: 0.9341, prior_entropy: 3.3208, relative_absolute_error: 0.0971, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1014, root_relative_squared_error: 0.3381, unweighted_recall: 0.9342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.8087, kappa: 0.7882, kb_relative_information_score: 0.7955, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.18, weighted_recall: 0.8094, number_of_instances: 10992, precision: 0.8101, predictive_accuracy: 0.8094, prior_entropy: 3.3208, relative_absolute_error: 0.2993, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.5563, unweighted_recall: 0.8087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8986, kappa: 0.8875, kb_relative_information_score: 0.8992, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.18, weighted_recall: 0.8987, number_of_instances: 10992, precision: 0.8988, predictive_accuracy: 0.8987, prior_entropy: 3.3208, relative_absolute_error: 0.1451, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1214, root_relative_squared_error: 0.4046, unweighted_recall: 0.8986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9279, kappa: 0.9197, kb_relative_information_score: 0.9313, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, weighted_recall: 0.9278, number_of_instances: 10992, precision: 0.928, predictive_accuracy: 0.9278, prior_entropy: 3.3208, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.3583, unweighted_recall: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9364, kappa: 0.9293, kb_relative_information_score: 0.9351, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, weighted_recall: 0.9364, number_of_instances: 10992, precision: 0.9366, predictive_accuracy: 0.9364, prior_entropy: 3.3208, relative_absolute_error: 0.0918, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.3244, unweighted_recall: 0.9365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.907, kappa: 0.8968, kb_relative_information_score: 0.9071, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.18, weighted_recall: 0.9071, number_of_instances: 10992, precision: 0.9072, predictive_accuracy: 0.9071, prior_entropy: 3.3208, relative_absolute_error: 0.1369, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1167, root_relative_squared_error: 0.3891, unweighted_recall: 0.9071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9321, kappa: 0.9245, kb_relative_information_score: 0.9319, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, weighted_recall: 0.932, number_of_instances: 10992, precision: 0.9324, predictive_accuracy: 0.932, prior_entropy: 3.3208, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.3444, unweighted_recall: 0.9318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9419, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, weighted_recall: 0.9422, number_of_instances: 10992, precision: 0.9423, predictive_accuracy: 0.9422, prior_entropy: 3.3208, relative_absolute_error: 0.0775, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.3155, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9031, kappa: 0.8922, kb_relative_information_score: 0.9065, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.18, weighted_recall: 0.903, number_of_instances: 10992, precision: 0.9032, predictive_accuracy: 0.903, prior_entropy: 3.3208, relative_absolute_error: 0.1281, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.3997, unweighted_recall: 0.9028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.946, kappa: 0.9398, kb_relative_information_score: 0.948, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, weighted_recall: 0.9459, number_of_instances: 10992, precision: 0.9462, predictive_accuracy: 0.9459, prior_entropy: 3.3208, relative_absolute_error: 0.0681, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.3064, unweighted_recall: 0.9459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9335, kappa: 0.9262, kb_relative_information_score: 0.9357, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, weighted_recall: 0.9336, number_of_instances: 10992, precision: 0.9336, predictive_accuracy: 0.9336, prior_entropy: 3.3208, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.3318, unweighted_recall: 0.9336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9103, kappa: 0.9004, kb_relative_information_score: 0.9089, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, weighted_recall: 0.9104, number_of_instances: 10992, precision: 0.9104, predictive_accuracy: 0.9104, prior_entropy: 3.3208, relative_absolute_error: 0.1319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1171, root_relative_squared_error: 0.3903, unweighted_recall: 0.9102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.8718, kappa: 0.8575, kb_relative_information_score: 0.8733, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.18, weighted_recall: 0.8718, number_of_instances: 10992, precision: 0.872, predictive_accuracy: 0.8718, prior_entropy: 3.3208, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.448, unweighted_recall: 0.8713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9137, kappa: 0.9043, kb_relative_information_score: 0.915, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.18, weighted_recall: 0.9138, number_of_instances: 10992, precision: 0.9136, predictive_accuracy: 0.9138, prior_entropy: 3.3208, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.375, unweighted_recall: 0.9137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9031, kappa: 0.8924, kb_relative_information_score: 0.8993, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.18, weighted_recall: 0.9032, number_of_instances: 10992, precision: 0.9034, predictive_accuracy: 0.9032, prior_entropy: 3.3208, relative_absolute_error: 0.1496, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1193, root_relative_squared_error: 0.3978, unweighted_recall: 0.9028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9236, kappa: 0.9151, kb_relative_information_score: 0.921, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.18, weighted_recall: 0.9236, number_of_instances: 10992, precision: 0.9236, predictive_accuracy: 0.9236, prior_entropy: 3.3208, relative_absolute_error: 0.1116, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.3595, unweighted_recall: 0.9237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.6906, kappa: 0.6599, kb_relative_information_score: 0.6876, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.18, weighted_recall: 0.6941, number_of_instances: 10992, precision: 0.706, predictive_accuracy: 0.6941, prior_entropy: 3.3208, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.6755, unweighted_recall: 0.6926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8485, kappa: 0.832, kb_relative_information_score: 0.8419, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.18, weighted_recall: 0.8488, number_of_instances: 10992, precision: 0.8494, predictive_accuracy: 0.8488, prior_entropy: 3.3208, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.4944, unweighted_recall: 0.8485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9371, kappa: 0.9302, kb_relative_information_score: 0.9376, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.18, weighted_recall: 0.9372, number_of_instances: 10992, precision: 0.9371, predictive_accuracy: 0.9372, prior_entropy: 3.3208, relative_absolute_error: 0.0863, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0983, root_relative_squared_error: 0.3276, unweighted_recall: 0.9372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9296, kappa: 0.9218, kb_relative_information_score: 0.9279, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.18, weighted_recall: 0.9297, number_of_instances: 10992, precision: 0.9297, predictive_accuracy: 0.9297, prior_entropy: 3.3208, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.3431, unweighted_recall: 0.9297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8731, kappa: 0.8592, kb_relative_information_score: 0.8671, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.18, weighted_recall: 0.8733, number_of_instances: 10992, precision: 0.8735, predictive_accuracy: 0.8733, prior_entropy: 3.3208, relative_absolute_error: 0.1975, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1369, root_relative_squared_error: 0.4565, unweighted_recall: 0.8732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9504, kappa: 0.9448, kb_relative_information_score: 0.9516, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.18, weighted_recall: 0.9503, number_of_instances: 10992, precision: 0.9504, predictive_accuracy: 0.9503, prior_entropy: 3.3208, relative_absolute_error: 0.0627, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.2976, unweighted_recall: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9006, kappa: 0.8895, kb_relative_information_score: 0.8996, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.18, weighted_recall: 0.9006, number_of_instances: 10992, precision: 0.9006, predictive_accuracy: 0.9006, prior_entropy: 3.3208, relative_absolute_error: 0.1476, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.3982, unweighted_recall: 0.9005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9008, kappa: 0.8898, kb_relative_information_score: 0.8993, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.18, weighted_recall: 0.9008, number_of_instances: 10992, precision: 0.9009, predictive_accuracy: 0.9008, prior_entropy: 3.3208, relative_absolute_error: 0.1441, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1209, root_relative_squared_error: 0.4032, unweighted_recall: 0.9007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.8852, kappa: 0.8725, kb_relative_information_score: 0.8797, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.18, weighted_recall: 0.8853, number_of_instances: 10992, precision: 0.8854, predictive_accuracy: 0.8853, prior_entropy: 3.3208, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.4342, unweighted_recall: 0.8852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.8937, kappa: 0.882, kb_relative_information_score: 0.8928, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, weighted_recall: 0.8938, number_of_instances: 10992, precision: 0.894, predictive_accuracy: 0.8938, prior_entropy: 3.3208, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1243, root_relative_squared_error: 0.4142, unweighted_recall: 0.8936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.7936, kappa: 0.7737, kb_relative_information_score: 0.7913, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.18, weighted_recall: 0.7964, number_of_instances: 10992, precision: 0.7973, predictive_accuracy: 0.7964, prior_entropy: 3.3208, relative_absolute_error: 0.3069, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.5626, unweighted_recall: 0.7955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9633, kappa: 0.9593, kb_relative_information_score: 0.9616, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, weighted_recall: 0.9633, number_of_instances: 10992, precision: 0.9633, predictive_accuracy: 0.9633, prior_entropy: 3.3208, relative_absolute_error: 0.0407, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.2855, unweighted_recall: 0.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9628, kappa: 0.9586, kb_relative_information_score: 0.9611, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9628, number_of_instances: 10992, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 3.3208, relative_absolute_error: 0.0414, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.2876, unweighted_recall: 0.9628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.9643, kappa: 0.9604, kb_relative_information_score: 0.9627, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, weighted_recall: 0.9643, number_of_instances: 10992, precision: 0.9643, predictive_accuracy: 0.9643, prior_entropy: 3.3208, relative_absolute_error: 0.0396, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0845, root_relative_squared_error: 0.2815, unweighted_recall: 0.9643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9639, kappa: 0.9599, kb_relative_information_score: 0.9622, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, weighted_recall: 0.9639, number_of_instances: 10992, precision: 0.9639, predictive_accuracy: 0.9639, prior_entropy: 3.3208, relative_absolute_error: 0.0401, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2833, unweighted_recall: 0.9639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9632, kappa: 0.9591, kb_relative_information_score: 0.9615, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9632, number_of_instances: 10992, precision: 0.9632, predictive_accuracy: 0.9632, prior_entropy: 3.3208, relative_absolute_error: 0.0409, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.2862, unweighted_recall: 0.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9629, kappa: 0.9588, kb_relative_information_score: 0.9612, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9629, number_of_instances: 10992, precision: 0.9629, predictive_accuracy: 0.9629, prior_entropy: 3.3208, relative_absolute_error: 0.0412, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.2872, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9629, kappa: 0.9588, kb_relative_information_score: 0.9612, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9629, number_of_instances: 10992, precision: 0.9629, predictive_accuracy: 0.9629, prior_entropy: 3.3208, relative_absolute_error: 0.0412, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.2872, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9632, kappa: 0.9592, kb_relative_information_score: 0.9616, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9632, number_of_instances: 10992, precision: 0.9633, predictive_accuracy: 0.9632, prior_entropy: 3.3208, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0857, root_relative_squared_error: 0.2858, unweighted_recall: 0.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9626, kappa: 0.9584, kb_relative_information_score: 0.9609, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9626, number_of_instances: 10992, precision: 0.9626, predictive_accuracy: 0.9626, prior_entropy: 3.3208, relative_absolute_error: 0.0416, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.2883, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 0.9608, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9625, number_of_instances: 10992, precision: 0.9625, predictive_accuracy: 0.9625, prior_entropy: 3.3208, relative_absolute_error: 0.0417, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.2886, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9629, kappa: 0.9588, kb_relative_information_score: 0.9612, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9629, number_of_instances: 10992, precision: 0.9629, predictive_accuracy: 0.9629, prior_entropy: 3.3208, relative_absolute_error: 0.0412, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.2872, unweighted_recall: 0.9628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.962, kappa: 0.9577, kb_relative_information_score: 0.9602, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, weighted_recall: 0.962, number_of_instances: 10992, precision: 0.962, predictive_accuracy: 0.962, prior_entropy: 3.3208, relative_absolute_error: 0.0423, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.2907, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9636, kappa: 0.9596, kb_relative_information_score: 0.962, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, weighted_recall: 0.9636, number_of_instances: 10992, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 3.3208, relative_absolute_error: 0.0404, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.2844, unweighted_recall: 0.9637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.9644, kappa: 0.9605, kb_relative_information_score: 0.9628, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, weighted_recall: 0.9644, number_of_instances: 10992, precision: 0.9645, predictive_accuracy: 0.9644, prior_entropy: 3.3208, relative_absolute_error: 0.0395, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2812, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9633, kappa: 0.9592, kb_relative_information_score: 0.9616, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9632, number_of_instances: 10992, precision: 0.9633, predictive_accuracy: 0.9632, prior_entropy: 3.3208, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0857, root_relative_squared_error: 0.2858, unweighted_recall: 0.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9627, kappa: 0.9585, kb_relative_information_score: 0.961, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9627, number_of_instances: 10992, precision: 0.9627, predictive_accuracy: 0.9627, prior_entropy: 3.3208, relative_absolute_error: 0.0415, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.2879, unweighted_recall: 0.9627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9633, kappa: 0.9593, kb_relative_information_score: 0.9616, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, weighted_recall: 0.9633, number_of_instances: 10992, precision: 0.9634, predictive_accuracy: 0.9633, prior_entropy: 3.3208, relative_absolute_error: 0.0407, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.2855, unweighted_recall: 0.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6747, kappa: 0.1105, kb_relative_information_score: 0.1942, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.18, weighted_recall: 0.2031, number_of_instances: 10992, predictive_accuracy: 0.2031, prior_entropy: 3.3208, relative_absolute_error: 0.9215, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.288, root_relative_squared_error: 0.9602, unweighted_recall: 0.1952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.8537, kappa: 0.841, kb_relative_information_score: 0.8532, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.18, weighted_recall: 0.8569, number_of_instances: 10992, precision: 0.8629, predictive_accuracy: 0.8569, prior_entropy: 3.3208, relative_absolute_error: 0.17, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.5357, unweighted_recall: 0.8557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9618, kappa: 0.9575, kb_relative_information_score: 0.96, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, weighted_recall: 0.9618, number_of_instances: 10992, precision: 0.9619, predictive_accuracy: 0.9618, prior_entropy: 3.3208, relative_absolute_error: 0.0425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0874, root_relative_squared_error: 0.2914, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9635, kappa: 0.9595, kb_relative_information_score: 0.9618, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, weighted_recall: 0.9635, number_of_instances: 10992, precision: 0.9636, predictive_accuracy: 0.9635, prior_entropy: 3.3208, relative_absolute_error: 0.0405, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.2848, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9632, kappa: 0.9592, kb_relative_information_score: 0.9616, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9632, number_of_instances: 10992, precision: 0.9633, predictive_accuracy: 0.9632, prior_entropy: 3.3208, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0857, root_relative_squared_error: 0.2858, unweighted_recall: 0.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9624, kappa: 0.9582, kb_relative_information_score: 0.9607, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9624, number_of_instances: 10992, precision: 0.9625, predictive_accuracy: 0.9624, prior_entropy: 3.3208, relative_absolute_error: 0.0418, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.289, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.987, kappa: 0.9855, kb_relative_information_score: 0.9665, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, weighted_recall: 0.987, number_of_instances: 10992, precision: 0.987, predictive_accuracy: 0.987, prior_entropy: 3.3208, relative_absolute_error: 0.0661, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.1943, unweighted_recall: 0.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9867, kappa: 0.9852, kb_relative_information_score: 0.9656, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, weighted_recall: 0.9867, number_of_instances: 10992, precision: 0.9867, predictive_accuracy: 0.9867, prior_entropy: 3.3208, relative_absolute_error: 0.0678, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.1974, unweighted_recall: 0.9868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9884, kappa: 0.9871, kb_relative_information_score: 0.9665, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, weighted_recall: 0.9884, number_of_instances: 10992, precision: 0.9884, predictive_accuracy: 0.9884, prior_entropy: 3.3208, relative_absolute_error: 0.0662, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.1945, unweighted_recall: 0.9884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.988, kappa: 0.9867, kb_relative_information_score: 0.9668, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, weighted_recall: 0.988, number_of_instances: 10992, precision: 0.988, predictive_accuracy: 0.988, prior_entropy: 3.3208, relative_absolute_error: 0.0656, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0581, root_relative_squared_error: 0.1937, unweighted_recall: 0.9881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9614, kappa: 0.9571, kb_relative_information_score: 0.9596, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, weighted_recall: 0.9614, number_of_instances: 10992, precision: 0.9615, predictive_accuracy: 0.9614, prior_entropy: 3.3208, relative_absolute_error: 0.0429, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.2928, unweighted_recall: 0.9614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.518, kappa: 0.036, kb_relative_information_score: 0.0946, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.18, weighted_recall: 0.1363, number_of_instances: 10992, predictive_accuracy: 0.1363, prior_entropy: 3.3208, relative_absolute_error: 0.9599, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4156, root_relative_squared_error: 1.3855, unweighted_recall: 0.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9864, kappa: 0.9848, kb_relative_information_score: 0.9663, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, weighted_recall: 0.9864, number_of_instances: 10992, precision: 0.9864, predictive_accuracy: 0.9864, prior_entropy: 3.3208, relative_absolute_error: 0.0662, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0587, root_relative_squared_error: 0.1956, unweighted_recall: 0.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8142, kappa: 0.7932, kb_relative_information_score: 0.805, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.18, weighted_recall: 0.8139, number_of_instances: 10992, precision: 0.8207, predictive_accuracy: 0.8139, prior_entropy: 3.3208, relative_absolute_error: 0.2069, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.6432, usercpu_time_millis: 0.98, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.91, unweighted_recall: 0.8131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9637, kappa: 0.9597, kb_relative_information_score: 0.962, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, weighted_recall: 0.9637, number_of_instances: 10992, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 3.3208, relative_absolute_error: 0.0403, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0852, root_relative_squared_error: 0.284, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9619, kappa: 0.9576, kb_relative_information_score: 0.9601, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, weighted_recall: 0.9619, number_of_instances: 10992, precision: 0.9619, predictive_accuracy: 0.9619, prior_entropy: 3.3208, relative_absolute_error: 0.0424, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.2911, unweighted_recall: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 0.9606, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9623, number_of_instances: 10992, precision: 0.9624, predictive_accuracy: 0.9623, prior_entropy: 3.3208, relative_absolute_error: 0.0419, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0868, root_relative_squared_error: 0.2893, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 0.9608, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9625, number_of_instances: 10992, precision: 0.9626, predictive_accuracy: 0.9625, prior_entropy: 3.3208, relative_absolute_error: 0.0417, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.2886, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9641, kappa: 0.9601, kb_relative_information_score: 0.9624, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, weighted_recall: 0.9641, number_of_instances: 10992, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 3.3208, relative_absolute_error: 0.0399, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0848, root_relative_squared_error: 0.2826, unweighted_recall: 0.9641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9618, kappa: 0.9575, kb_relative_information_score: 0.96, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, weighted_recall: 0.9618, number_of_instances: 10992, precision: 0.9618, predictive_accuracy: 0.9618, prior_entropy: 3.3208, relative_absolute_error: 0.0425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0874, root_relative_squared_error: 0.2914, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9636, kappa: 0.9596, kb_relative_information_score: 0.9619, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, weighted_recall: 0.9636, number_of_instances: 10992, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 3.3208, relative_absolute_error: 0.0404, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.2844, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9621, kappa: 0.9578, kb_relative_information_score: 0.9603, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, weighted_recall: 0.9621, number_of_instances: 10992, precision: 0.9621, predictive_accuracy: 0.9621, prior_entropy: 3.3208, relative_absolute_error: 0.0422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0871, root_relative_squared_error: 0.2904, unweighted_recall: 0.9621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9623, kappa: 0.958, kb_relative_information_score: 0.9605, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, weighted_recall: 0.9622, number_of_instances: 10992, precision: 0.9623, predictive_accuracy: 0.9622, prior_entropy: 3.3208, relative_absolute_error: 0.042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0869, root_relative_squared_error: 0.2897, unweighted_recall: 0.9622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9627, kappa: 0.9585, kb_relative_information_score: 0.961, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9627, number_of_instances: 10992, precision: 0.9627, predictive_accuracy: 0.9627, prior_entropy: 3.3208, relative_absolute_error: 0.0415, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.2879, unweighted_recall: 0.9627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9631, kappa: 0.959, kb_relative_information_score: 0.9613, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9631, number_of_instances: 10992, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 3.3208, relative_absolute_error: 0.041, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.2865, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9639, kappa: 0.9599, kb_relative_information_score: 0.9622, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, weighted_recall: 0.9639, number_of_instances: 10992, precision: 0.9639, predictive_accuracy: 0.9639, prior_entropy: 3.3208, relative_absolute_error: 0.0401, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2833, unweighted_recall: 0.9638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9626, kappa: 0.9584, kb_relative_information_score: 0.9609, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9626, number_of_instances: 10992, precision: 0.9627, predictive_accuracy: 0.9626, prior_entropy: 3.3208, relative_absolute_error: 0.0416, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.2883, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9635, kappa: 0.9595, kb_relative_information_score: 0.9618, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, weighted_recall: 0.9635, number_of_instances: 10992, precision: 0.9636, predictive_accuracy: 0.9635, prior_entropy: 3.3208, relative_absolute_error: 0.0405, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.2848, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9613, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.963, number_of_instances: 10992, precision: 0.963, predictive_accuracy: 0.963, prior_entropy: 3.3208, relative_absolute_error: 0.0411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.2869, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 0.9608, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.9625, number_of_instances: 10992, precision: 0.9625, predictive_accuracy: 0.9625, prior_entropy: 3.3208, relative_absolute_error: 0.0417, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.2886, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.965, kappa: 0.9611, kb_relative_information_score: 0.9634, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, weighted_recall: 0.965, number_of_instances: 10992, precision: 0.965, predictive_accuracy: 0.965, prior_entropy: 3.3208, relative_absolute_error: 0.0389, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.279, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9631, kappa: 0.959, kb_relative_information_score: 0.9613, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9631, number_of_instances: 10992, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 3.3208, relative_absolute_error: 0.041, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.2865, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9615, kappa: 0.9571, kb_relative_information_score: 0.9597, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, weighted_recall: 0.9614, number_of_instances: 10992, precision: 0.9616, predictive_accuracy: 0.9614, prior_entropy: 3.3208, relative_absolute_error: 0.0429, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.2928, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9615, kappa: 0.9571, kb_relative_information_score: 0.9597, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, weighted_recall: 0.9614, number_of_instances: 10992, precision: 0.9616, predictive_accuracy: 0.9614, prior_entropy: 3.3208, relative_absolute_error: 0.0429, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.2928, unweighted_recall: 0.9615,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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