OpenML
Supervised Classification on isolet

Supervised Classification on isolet

Task 3481 Supervised Classification isolet 16637 runs submitted
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  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_99 under100k
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16637 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, kappa: 0.0397, kb_relative_information_score: 0.1224, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, weighted_recall: 0.0767, number_of_instances: 7797, predictive_accuracy: 0.0767, prior_entropy: 4.7004, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.9817, unweighted_recall: 0.0767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, kappa: 0.0397, kb_relative_information_score: 0.1224, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, weighted_recall: 0.0767, number_of_instances: 7797, predictive_accuracy: 0.0767, prior_entropy: 4.7004, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.9817, unweighted_recall: 0.0767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, kappa: 0.0397, kb_relative_information_score: 0.1224, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, weighted_recall: 0.0767, number_of_instances: 7797, predictive_accuracy: 0.0767, prior_entropy: 4.7004, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.9817, unweighted_recall: 0.0767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, kappa: 0.0397, kb_relative_information_score: 0.1224, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, weighted_recall: 0.0767, number_of_instances: 7797, predictive_accuracy: 0.0767, prior_entropy: 4.7004, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.9817, unweighted_recall: 0.0767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, kappa: 0.0397, kb_relative_information_score: 0.1224, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, weighted_recall: 0.0767, number_of_instances: 7797, predictive_accuracy: 0.0767, prior_entropy: 4.7004, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.9817, unweighted_recall: 0.0767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, kappa: 0.0397, kb_relative_information_score: 0.1224, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, weighted_recall: 0.0767, number_of_instances: 7797, predictive_accuracy: 0.0767, prior_entropy: 4.7004, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.9817, unweighted_recall: 0.0767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, kappa: 0.0397, kb_relative_information_score: 0.1224, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, weighted_recall: 0.0767, number_of_instances: 7797, predictive_accuracy: 0.0767, prior_entropy: 4.7004, relative_absolute_error: 0.9637, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.9817, unweighted_recall: 0.0767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.8145, kappa: 0.8069, kb_relative_information_score: 0.8121, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.074, weighted_recall: 0.8143, number_of_instances: 7797, precision: 0.8151, predictive_accuracy: 0.8143, prior_entropy: 4.7004, relative_absolute_error: 0.1931, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1195, root_relative_squared_error: 0.6215, unweighted_recall: 0.8143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.8139, kappa: 0.8065, kb_relative_information_score: 0.8117, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.074, weighted_recall: 0.8139, number_of_instances: 7797, precision: 0.8142, predictive_accuracy: 0.8139, prior_entropy: 4.7004, relative_absolute_error: 0.1935, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1196, root_relative_squared_error: 0.6222, unweighted_recall: 0.8139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.8108, kappa: 0.8031, kb_relative_information_score: 0.8084, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.074, weighted_recall: 0.8107, number_of_instances: 7797, precision: 0.8114, predictive_accuracy: 0.8107, prior_entropy: 4.7004, relative_absolute_error: 0.1969, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.6275, unweighted_recall: 0.8107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9463, kappa: 0.944, kb_relative_information_score: 0.9511, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.074, weighted_recall: 0.9461, number_of_instances: 7797, precision: 0.9466, predictive_accuracy: 0.9461, prior_entropy: 4.7004, relative_absolute_error: 0.0831, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.2942, unweighted_recall: 0.9461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.8021, kappa: 0.7939, kb_relative_information_score: 0.8246, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.074, weighted_recall: 0.8018, number_of_instances: 7797, precision: 0.8033, predictive_accuracy: 0.8018, prior_entropy: 4.7004, relative_absolute_error: 0.2538, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.5595, unweighted_recall: 0.8019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, f_measure: 0.8139, kappa: 0.8062, kb_relative_information_score: 0.8307, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.074, weighted_recall: 0.8136, number_of_instances: 7797, precision: 0.8151, predictive_accuracy: 0.8136, prior_entropy: 4.7004, relative_absolute_error: 0.2203, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1072, root_relative_squared_error: 0.5575, unweighted_recall: 0.8136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.7739, kappa: 0.7646, kb_relative_information_score: 0.798, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.074, weighted_recall: 0.7736, number_of_instances: 7797, precision: 0.7747, predictive_accuracy: 0.7736, prior_entropy: 4.7004, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.5938, unweighted_recall: 0.7736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.824, kappa: 0.817, kb_relative_information_score: 0.8361, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.074, weighted_recall: 0.824, number_of_instances: 7797, precision: 0.8246, predictive_accuracy: 0.824, prior_entropy: 4.7004, relative_absolute_error: 0.1986, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.5548, unweighted_recall: 0.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.7947, kappa: 0.7863, kb_relative_information_score: 0.8187, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.074, weighted_recall: 0.7945, number_of_instances: 7797, precision: 0.7964, predictive_accuracy: 0.7945, prior_entropy: 4.7004, relative_absolute_error: 0.263, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.108, root_relative_squared_error: 0.5616, unweighted_recall: 0.7945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8087, kappa: 0.801, kb_relative_information_score: 0.8231, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.074, weighted_recall: 0.8086, number_of_instances: 7797, precision: 0.8095, predictive_accuracy: 0.8086, prior_entropy: 4.7004, relative_absolute_error: 0.2127, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1117, root_relative_squared_error: 0.5807, unweighted_recall: 0.8086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.8071, kappa: 0.7994, kb_relative_information_score: 0.8233, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.074, weighted_recall: 0.8071, number_of_instances: 7797, precision: 0.8077, predictive_accuracy: 0.8071, prior_entropy: 4.7004, relative_absolute_error: 0.252, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.5473, unweighted_recall: 0.8071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.778, kappa: 0.7688, kb_relative_information_score: 0.81, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.074, weighted_recall: 0.7777, number_of_instances: 7797, precision: 0.7803, predictive_accuracy: 0.7777, prior_entropy: 4.7004, relative_absolute_error: 0.292, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.5726, unweighted_recall: 0.7777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8174, kappa: 0.8099, kb_relative_information_score: 0.8383, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.074, weighted_recall: 0.8172, number_of_instances: 7797, precision: 0.818, predictive_accuracy: 0.8172, prior_entropy: 4.7004, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1057, root_relative_squared_error: 0.5497, unweighted_recall: 0.8172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.8043, kappa: 0.7959, kb_relative_information_score: 0.8247, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.074, weighted_recall: 0.8038, number_of_instances: 7797, precision: 0.8056, predictive_accuracy: 0.8038, prior_entropy: 4.7004, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.11, root_relative_squared_error: 0.5718, unweighted_recall: 0.8038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.7823, kappa: 0.7739, kb_relative_information_score: 0.805, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.074, weighted_recall: 0.7826, number_of_instances: 7797, precision: 0.7829, predictive_accuracy: 0.7826, prior_entropy: 4.7004, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1116, root_relative_squared_error: 0.5801, unweighted_recall: 0.7826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.8128, kappa: 0.8055, kb_relative_information_score: 0.8217, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.074, weighted_recall: 0.813, number_of_instances: 7797, precision: 0.8137, predictive_accuracy: 0.813, prior_entropy: 4.7004, relative_absolute_error: 0.1988, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.112, root_relative_squared_error: 0.5825, unweighted_recall: 0.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.8207, kappa: 0.8141, kb_relative_information_score: 0.8405, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.074, weighted_recall: 0.8212, number_of_instances: 7797, precision: 0.8209, predictive_accuracy: 0.8212, prior_entropy: 4.7004, relative_absolute_error: 0.2034, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1043, root_relative_squared_error: 0.5422, unweighted_recall: 0.8212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.8115, kappa: 0.8042, kb_relative_information_score: 0.8272, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.074, weighted_recall: 0.8117, number_of_instances: 7797, precision: 0.8123, predictive_accuracy: 0.8117, prior_entropy: 4.7004, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.5648, unweighted_recall: 0.8117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.816, kappa: 0.8083, kb_relative_information_score: 0.8265, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.074, weighted_recall: 0.8157, number_of_instances: 7797, precision: 0.817, predictive_accuracy: 0.8157, prior_entropy: 4.7004, relative_absolute_error: 0.2018, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.5743, unweighted_recall: 0.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, f_measure: 0.8081, kappa: 0.8005, kb_relative_information_score: 0.8283, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.074, weighted_recall: 0.8081, number_of_instances: 7797, precision: 0.8092, predictive_accuracy: 0.8081, prior_entropy: 4.7004, relative_absolute_error: 0.2278, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.5653, unweighted_recall: 0.8081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.8073, kappa: 0.7997, kb_relative_information_score: 0.8299, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.074, weighted_recall: 0.8074, number_of_instances: 7797, precision: 0.8081, predictive_accuracy: 0.8074, prior_entropy: 4.7004, relative_absolute_error: 0.2232, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.5625, unweighted_recall: 0.8074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.8053, kappa: 0.7974, kb_relative_information_score: 0.8272, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.074, weighted_recall: 0.8052, number_of_instances: 7797, precision: 0.8068, predictive_accuracy: 0.8052, prior_entropy: 4.7004, relative_absolute_error: 0.2535, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.5465, unweighted_recall: 0.8052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8121, kappa: 0.8047, kb_relative_information_score: 0.8325, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, weighted_recall: 0.8122, number_of_instances: 7797, precision: 0.8126, predictive_accuracy: 0.8122, prior_entropy: 4.7004, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1054, root_relative_squared_error: 0.548, unweighted_recall: 0.8122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.7646, kappa: 0.7551, kb_relative_information_score: 0.7902, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.074, weighted_recall: 0.7645, number_of_instances: 7797, precision: 0.7664, predictive_accuracy: 0.7645, prior_entropy: 4.7004, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1144, root_relative_squared_error: 0.5951, unweighted_recall: 0.7645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.7454, kappa: 0.7354, kb_relative_information_score: 0.7815, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.074, weighted_recall: 0.7455, number_of_instances: 7797, precision: 0.7472, predictive_accuracy: 0.7455, prior_entropy: 4.7004, relative_absolute_error: 0.3276, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.6178, unweighted_recall: 0.7456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8042, kappa: 0.7963, kb_relative_information_score: 0.8244, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.074, weighted_recall: 0.8042, number_of_instances: 7797, precision: 0.805, predictive_accuracy: 0.8042, prior_entropy: 4.7004, relative_absolute_error: 0.2498, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1058, root_relative_squared_error: 0.55, unweighted_recall: 0.8042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.7912, kappa: 0.7831, kb_relative_information_score: 0.8147, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.074, weighted_recall: 0.7915, number_of_instances: 7797, precision: 0.792, predictive_accuracy: 0.7915, prior_entropy: 4.7004, relative_absolute_error: 0.2704, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.5677, unweighted_recall: 0.7915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8027, kappa: 0.7953, kb_relative_information_score: 0.8246, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.074, weighted_recall: 0.8031, number_of_instances: 7797, precision: 0.8034, predictive_accuracy: 0.8031, prior_entropy: 4.7004, relative_absolute_error: 0.2552, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1052, root_relative_squared_error: 0.5471, unweighted_recall: 0.8031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.7839, kappa: 0.7747, kb_relative_information_score: 0.811, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.074, weighted_recall: 0.7834, number_of_instances: 7797, precision: 0.7862, predictive_accuracy: 0.7834, prior_entropy: 4.7004, relative_absolute_error: 0.2896, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1102, root_relative_squared_error: 0.5729, unweighted_recall: 0.7834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.7993, kappa: 0.7914, kb_relative_information_score: 0.8212, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.074, weighted_recall: 0.7994, number_of_instances: 7797, precision: 0.8001, predictive_accuracy: 0.7994, prior_entropy: 4.7004, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.5759, unweighted_recall: 0.7994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.7577, kappa: 0.7487, kb_relative_information_score: 0.7853, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.074, weighted_recall: 0.7584, number_of_instances: 7797, precision: 0.7589, predictive_accuracy: 0.7584, prior_entropy: 4.7004, relative_absolute_error: 0.3259, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.5997, unweighted_recall: 0.7584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.7976, kappa: 0.7889, kb_relative_information_score: 0.8207, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.074, weighted_recall: 0.797, number_of_instances: 7797, precision: 0.7993, predictive_accuracy: 0.797, prior_entropy: 4.7004, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.5606, unweighted_recall: 0.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.793, kappa: 0.7846, kb_relative_information_score: 0.8179, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.074, weighted_recall: 0.7929, number_of_instances: 7797, precision: 0.7944, predictive_accuracy: 0.7929, prior_entropy: 4.7004, relative_absolute_error: 0.2663, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.5607, unweighted_recall: 0.7929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.8102, kappa: 0.8025, kb_relative_information_score: 0.8285, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.074, weighted_recall: 0.8101, number_of_instances: 7797, precision: 0.8115, predictive_accuracy: 0.8101, prior_entropy: 4.7004, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.5656, unweighted_recall: 0.8101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.7746, kappa: 0.766, kb_relative_information_score: 0.8053, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.074, weighted_recall: 0.775, number_of_instances: 7797, precision: 0.7754, predictive_accuracy: 0.775, prior_entropy: 4.7004, relative_absolute_error: 0.2929, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1117, root_relative_squared_error: 0.581, unweighted_recall: 0.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8006, kappa: 0.7923, kb_relative_information_score: 0.8196, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.074, weighted_recall: 0.8003, number_of_instances: 7797, precision: 0.8017, predictive_accuracy: 0.8003, prior_entropy: 4.7004, relative_absolute_error: 0.2205, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.582, unweighted_recall: 0.8003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.7741, kappa: 0.7652, kb_relative_information_score: 0.8001, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.074, weighted_recall: 0.7743, number_of_instances: 7797, precision: 0.775, predictive_accuracy: 0.7743, prior_entropy: 4.7004, relative_absolute_error: 0.2962, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.112, root_relative_squared_error: 0.5825, unweighted_recall: 0.7743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.7963, kappa: 0.7883, kb_relative_information_score: 0.8049, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.074, weighted_recall: 0.7965, number_of_instances: 7797, precision: 0.7978, predictive_accuracy: 0.7965, prior_entropy: 4.7004, relative_absolute_error: 0.212, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.6156, unweighted_recall: 0.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9449, f_measure: 0.7827, kappa: 0.7739, kb_relative_information_score: 0.8045, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.074, weighted_recall: 0.7826, number_of_instances: 7797, precision: 0.7843, predictive_accuracy: 0.7826, prior_entropy: 4.7004, relative_absolute_error: 0.2733, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.5845, unweighted_recall: 0.7826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.7816, kappa: 0.7726, kb_relative_information_score: 0.8074, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.074, weighted_recall: 0.7813, number_of_instances: 7797, precision: 0.7837, predictive_accuracy: 0.7813, prior_entropy: 4.7004, relative_absolute_error: 0.2955, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.5739, unweighted_recall: 0.7813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9398, f_measure: 0.789, kappa: 0.7796, kb_relative_information_score: 0.818, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.074, weighted_recall: 0.7881, number_of_instances: 7797, precision: 0.7914, predictive_accuracy: 0.7881, prior_entropy: 4.7004, relative_absolute_error: 0.2492, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.5776, unweighted_recall: 0.7881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.7687, kappa: 0.7592, kb_relative_information_score: 0.7998, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.074, weighted_recall: 0.7685, number_of_instances: 7797, precision: 0.7698, predictive_accuracy: 0.7685, prior_entropy: 4.7004, relative_absolute_error: 0.3033, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.5892, unweighted_recall: 0.7685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8052, kappa: 0.7973, kb_relative_information_score: 0.8232, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.074, weighted_recall: 0.8051, number_of_instances: 7797, precision: 0.8062, predictive_accuracy: 0.8051, prior_entropy: 4.7004, relative_absolute_error: 0.2147, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.5679, unweighted_recall: 0.8051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8038, kappa: 0.7958, kb_relative_information_score: 0.822, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.074, weighted_recall: 0.8036, number_of_instances: 7797, precision: 0.8045, predictive_accuracy: 0.8036, prior_entropy: 4.7004, relative_absolute_error: 0.2209, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1117, root_relative_squared_error: 0.5809, unweighted_recall: 0.8036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8238, kappa: 0.8167, kb_relative_information_score: 0.8373, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.074, weighted_recall: 0.8238, number_of_instances: 7797, precision: 0.8242, predictive_accuracy: 0.8238, prior_entropy: 4.7004, relative_absolute_error: 0.229, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.5337, unweighted_recall: 0.8238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.7868, kappa: 0.778, kb_relative_information_score: 0.8144, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, weighted_recall: 0.7866, number_of_instances: 7797, precision: 0.788, predictive_accuracy: 0.7866, prior_entropy: 4.7004, relative_absolute_error: 0.2757, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.576, unweighted_recall: 0.7866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.7709, kappa: 0.7616, kb_relative_information_score: 0.7962, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.074, weighted_recall: 0.7708, number_of_instances: 7797, precision: 0.7729, predictive_accuracy: 0.7708, prior_entropy: 4.7004, relative_absolute_error: 0.311, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.5867, unweighted_recall: 0.7708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.7738, kappa: 0.7651, kb_relative_information_score: 0.8035, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.074, weighted_recall: 0.7741, number_of_instances: 7797, precision: 0.7751, predictive_accuracy: 0.7741, prior_entropy: 4.7004, relative_absolute_error: 0.2857, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.5879, unweighted_recall: 0.7742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.8001, kappa: 0.7918, kb_relative_information_score: 0.8203, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.074, weighted_recall: 0.7998, number_of_instances: 7797, precision: 0.8017, predictive_accuracy: 0.7998, prior_entropy: 4.7004, relative_absolute_error: 0.2638, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.5517, unweighted_recall: 0.7998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, f_measure: 0.8004, kappa: 0.7923, kb_relative_information_score: 0.8182, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.074, weighted_recall: 0.8003, number_of_instances: 7797, precision: 0.8014, predictive_accuracy: 0.8003, prior_entropy: 4.7004, relative_absolute_error: 0.2598, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.5557, unweighted_recall: 0.8003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.8154, kappa: 0.8081, kb_relative_information_score: 0.8316, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.074, weighted_recall: 0.8154, number_of_instances: 7797, precision: 0.8162, predictive_accuracy: 0.8154, prior_entropy: 4.7004, relative_absolute_error: 0.2403, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.5393, unweighted_recall: 0.8154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, f_measure: 0.8246, kappa: 0.8178, kb_relative_information_score: 0.8396, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.074, weighted_recall: 0.8248, number_of_instances: 7797, precision: 0.8248, predictive_accuracy: 0.8248, prior_entropy: 4.7004, relative_absolute_error: 0.2004, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.5466, unweighted_recall: 0.8248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.8031, kappa: 0.795, kb_relative_information_score: 0.8221, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.074, weighted_recall: 0.8029, number_of_instances: 7797, precision: 0.8039, predictive_accuracy: 0.8029, prior_entropy: 4.7004, relative_absolute_error: 0.2619, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1073, root_relative_squared_error: 0.558, unweighted_recall: 0.8029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.8022, kappa: 0.7939, kb_relative_information_score: 0.8256, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, weighted_recall: 0.8018, number_of_instances: 7797, precision: 0.8038, predictive_accuracy: 0.8018, prior_entropy: 4.7004, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.5605, unweighted_recall: 0.8019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, f_measure: 0.8187, kappa: 0.8114, kb_relative_information_score: 0.8358, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.074, weighted_recall: 0.8186, number_of_instances: 7797, precision: 0.8198, predictive_accuracy: 0.8186, prior_entropy: 4.7004, relative_absolute_error: 0.2118, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1048, root_relative_squared_error: 0.5447, unweighted_recall: 0.8187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.8106, kappa: 0.803, kb_relative_information_score: 0.8276, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.074, weighted_recall: 0.8106, number_of_instances: 7797, precision: 0.8116, predictive_accuracy: 0.8106, prior_entropy: 4.7004, relative_absolute_error: 0.2089, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.108, root_relative_squared_error: 0.5617, unweighted_recall: 0.8106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.784, kappa: 0.7752, kb_relative_information_score: 0.8057, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, weighted_recall: 0.7839, number_of_instances: 7797, precision: 0.7857, predictive_accuracy: 0.7839, prior_entropy: 4.7004, relative_absolute_error: 0.2877, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.5776, unweighted_recall: 0.7839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.7789, kappa: 0.7699, kb_relative_information_score: 0.8062, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.074, weighted_recall: 0.7788, number_of_instances: 7797, precision: 0.7801, predictive_accuracy: 0.7788, prior_entropy: 4.7004, relative_absolute_error: 0.2572, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.6008, unweighted_recall: 0.7788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.7834, kappa: 0.7746, kb_relative_information_score: 0.8106, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.074, weighted_recall: 0.7832, number_of_instances: 7797, precision: 0.7842, predictive_accuracy: 0.7832, prior_entropy: 4.7004, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.586, unweighted_recall: 0.7832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.955, f_measure: 0.8112, kappa: 0.8039, kb_relative_information_score: 0.8314, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.074, weighted_recall: 0.8115, number_of_instances: 7797, precision: 0.8117, predictive_accuracy: 0.8115, prior_entropy: 4.7004, relative_absolute_error: 0.2405, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1048, root_relative_squared_error: 0.5447, unweighted_recall: 0.8115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.7995, kappa: 0.7913, kb_relative_information_score: 0.8204, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.074, weighted_recall: 0.7993, number_of_instances: 7797, precision: 0.801, predictive_accuracy: 0.7993, prior_entropy: 4.7004, relative_absolute_error: 0.2605, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.5647, unweighted_recall: 0.7993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.7623, kappa: 0.753, kb_relative_information_score: 0.7902, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.074, weighted_recall: 0.7625, number_of_instances: 7797, precision: 0.7641, predictive_accuracy: 0.7625, prior_entropy: 4.7004, relative_absolute_error: 0.319, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.6056, unweighted_recall: 0.7625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.7722, kappa: 0.763, kb_relative_information_score: 0.8038, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.074, weighted_recall: 0.7721, number_of_instances: 7797, precision: 0.7738, predictive_accuracy: 0.7721, prior_entropy: 4.7004, relative_absolute_error: 0.2966, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.5865, unweighted_recall: 0.7721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.8265, kappa: 0.8194, kb_relative_information_score: 0.8435, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.074, weighted_recall: 0.8263, number_of_instances: 7797, precision: 0.8272, predictive_accuracy: 0.8263, prior_entropy: 4.7004, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1038, root_relative_squared_error: 0.5397, unweighted_recall: 0.8263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.7826, kappa: 0.7734, kb_relative_information_score: 0.7972, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, weighted_recall: 0.7821, number_of_instances: 7797, precision: 0.784, predictive_accuracy: 0.7821, prior_entropy: 4.7004, relative_absolute_error: 0.2326, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.6154, unweighted_recall: 0.7821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.7642, kappa: 0.7544, kb_relative_information_score: 0.7918, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.074, weighted_recall: 0.7639, number_of_instances: 7797, precision: 0.766, predictive_accuracy: 0.7639, prior_entropy: 4.7004, relative_absolute_error: 0.3064, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.5935, unweighted_recall: 0.7639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.7784, kappa: 0.7696, kb_relative_information_score: 0.796, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.074, weighted_recall: 0.7785, number_of_instances: 7797, precision: 0.7797, predictive_accuracy: 0.7785, prior_entropy: 4.7004, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1117, root_relative_squared_error: 0.5811, unweighted_recall: 0.7785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8134, kappa: 0.8061, kb_relative_information_score: 0.8323, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.074, weighted_recall: 0.8135, number_of_instances: 7797, precision: 0.8154, predictive_accuracy: 0.8135, prior_entropy: 4.7004, relative_absolute_error: 0.203, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.5588, unweighted_recall: 0.8135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.8075, kappa: 0.7991, kb_relative_information_score: 0.828, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.074, weighted_recall: 0.8068, number_of_instances: 7797, precision: 0.8087, predictive_accuracy: 0.8068, prior_entropy: 4.7004, relative_absolute_error: 0.2384, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.5557, unweighted_recall: 0.8069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.826, kappa: 0.8191, kb_relative_information_score: 0.8415, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.074, weighted_recall: 0.8261, number_of_instances: 7797, precision: 0.8266, predictive_accuracy: 0.8261, prior_entropy: 4.7004, relative_absolute_error: 0.2071, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1039, root_relative_squared_error: 0.5401, unweighted_recall: 0.8261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.7919, kappa: 0.7841, kb_relative_information_score: 0.8146, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.074, weighted_recall: 0.7924, number_of_instances: 7797, precision: 0.7925, predictive_accuracy: 0.7924, prior_entropy: 4.7004, relative_absolute_error: 0.2675, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.5634, unweighted_recall: 0.7924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.8008, kappa: 0.7927, kb_relative_information_score: 0.8268, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.074, weighted_recall: 0.8007, number_of_instances: 7797, precision: 0.802, predictive_accuracy: 0.8007, prior_entropy: 4.7004, relative_absolute_error: 0.2403, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.108, root_relative_squared_error: 0.5615, unweighted_recall: 0.8007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.7644, kappa: 0.7538, kb_relative_information_score: 0.7952, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.074, weighted_recall: 0.7632, number_of_instances: 7797, precision: 0.7679, predictive_accuracy: 0.7632, prior_entropy: 4.7004, relative_absolute_error: 0.2942, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1164, root_relative_squared_error: 0.6051, unweighted_recall: 0.7633,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.7981, kappa: 0.7895, kb_relative_information_score: 0.8198, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.074, weighted_recall: 0.7976, number_of_instances: 7797, precision: 0.8, predictive_accuracy: 0.7976, prior_entropy: 4.7004, relative_absolute_error: 0.2592, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.5661, unweighted_recall: 0.7976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.774, kappa: 0.7654, kb_relative_information_score: 0.8054, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.074, weighted_recall: 0.7744, number_of_instances: 7797, precision: 0.7755, predictive_accuracy: 0.7744, prior_entropy: 4.7004, relative_absolute_error: 0.2859, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1117, root_relative_squared_error: 0.5807, unweighted_recall: 0.7744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.8251, kappa: 0.8178, kb_relative_information_score: 0.8436, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.074, weighted_recall: 0.8248, number_of_instances: 7797, precision: 0.8264, predictive_accuracy: 0.8248, prior_entropy: 4.7004, relative_absolute_error: 0.2126, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.5351, unweighted_recall: 0.8248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.8069, kappa: 0.7991, kb_relative_information_score: 0.8292, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.074, weighted_recall: 0.8068, number_of_instances: 7797, precision: 0.8078, predictive_accuracy: 0.8068, prior_entropy: 4.7004, relative_absolute_error: 0.2443, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1057, root_relative_squared_error: 0.5499, unweighted_recall: 0.8068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.7805, kappa: 0.7714, kb_relative_information_score: 0.8071, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, weighted_recall: 0.7802, number_of_instances: 7797, precision: 0.7824, predictive_accuracy: 0.7802, prior_entropy: 4.7004, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.5832, unweighted_recall: 0.7802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8023, kappa: 0.7939, kb_relative_information_score: 0.8192, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.074, weighted_recall: 0.8018, number_of_instances: 7797, precision: 0.8036, predictive_accuracy: 0.8018, prior_entropy: 4.7004, relative_absolute_error: 0.2234, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.112, root_relative_squared_error: 0.5825, unweighted_recall: 0.8018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.7989, kappa: 0.7906, kb_relative_information_score: 0.8209, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.074, weighted_recall: 0.7986, number_of_instances: 7797, precision: 0.7999, predictive_accuracy: 0.7986, prior_entropy: 4.7004, relative_absolute_error: 0.2337, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.5744, unweighted_recall: 0.7986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.7993, kappa: 0.791, kb_relative_information_score: 0.82, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.074, weighted_recall: 0.799, number_of_instances: 7797, precision: 0.8004, predictive_accuracy: 0.799, prior_entropy: 4.7004, relative_absolute_error: 0.254, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.559, unweighted_recall: 0.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.7915, kappa: 0.7838, kb_relative_information_score: 0.8157, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, weighted_recall: 0.7921, number_of_instances: 7797, precision: 0.7937, predictive_accuracy: 0.7921, prior_entropy: 4.7004, relative_absolute_error: 0.2695, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.5663, unweighted_recall: 0.7921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9117, f_measure: 0.7913, kappa: 0.7824, kb_relative_information_score: 0.8045, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, weighted_recall: 0.7908, number_of_instances: 7797, precision: 0.7926, predictive_accuracy: 0.7908, prior_entropy: 4.7004, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1178, root_relative_squared_error: 0.6124, unweighted_recall: 0.7908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.8138, kappa: 0.8065, kb_relative_information_score: 0.8304, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.074, weighted_recall: 0.8139, number_of_instances: 7797, precision: 0.8143, predictive_accuracy: 0.8139, prior_entropy: 4.7004, relative_absolute_error: 0.2121, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.5543, unweighted_recall: 0.8139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.7845, kappa: 0.7755, kb_relative_information_score: 0.8114, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.074, weighted_recall: 0.7841, number_of_instances: 7797, precision: 0.7856, predictive_accuracy: 0.7841, prior_entropy: 4.7004, relative_absolute_error: 0.2783, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.5739, unweighted_recall: 0.7842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8068, kappa: 0.799, kb_relative_information_score: 0.8298, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, weighted_recall: 0.8067, number_of_instances: 7797, precision: 0.8081, predictive_accuracy: 0.8067, prior_entropy: 4.7004, relative_absolute_error: 0.2313, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.107, root_relative_squared_error: 0.5566, unweighted_recall: 0.8067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8047, kappa: 0.7969, kb_relative_information_score: 0.8274, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, weighted_recall: 0.8047, number_of_instances: 7797, precision: 0.8057, predictive_accuracy: 0.8047, prior_entropy: 4.7004, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1071, root_relative_squared_error: 0.5568, unweighted_recall: 0.8047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.7952, kappa: 0.7866, kb_relative_information_score: 0.8199, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.074, weighted_recall: 0.7948, number_of_instances: 7797, precision: 0.7966, predictive_accuracy: 0.7948, prior_entropy: 4.7004, relative_absolute_error: 0.2661, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.107, root_relative_squared_error: 0.5565, unweighted_recall: 0.7948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.7963, kappa: 0.7878, kb_relative_information_score: 0.8185, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.074, weighted_recall: 0.7959, number_of_instances: 7797, precision: 0.7976, predictive_accuracy: 0.7959, prior_entropy: 4.7004, relative_absolute_error: 0.2591, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.5651, unweighted_recall: 0.7959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.7933, kappa: 0.7855, kb_relative_information_score: 0.815, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.074, weighted_recall: 0.7938, number_of_instances: 7797, precision: 0.7945, predictive_accuracy: 0.7938, prior_entropy: 4.7004, relative_absolute_error: 0.277, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1085, root_relative_squared_error: 0.5641, unweighted_recall: 0.7938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.7873, kappa: 0.7787, kb_relative_information_score: 0.8115, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.074, weighted_recall: 0.7872, number_of_instances: 7797, precision: 0.7885, predictive_accuracy: 0.7872, prior_entropy: 4.7004, relative_absolute_error: 0.2457, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.5917, unweighted_recall: 0.7872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.7921, kappa: 0.7839, kb_relative_information_score: 0.8172, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.074, weighted_recall: 0.7922, number_of_instances: 7797, precision: 0.7935, predictive_accuracy: 0.7922, prior_entropy: 4.7004, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.5757, unweighted_recall: 0.7922,

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