OpenML
Supervised Classification on jungle_chess_2pcs_raw_endgame_complete

Supervised Classification on jungle_chess_2pcs_raw_endgame_complete

Task 167119 Supervised Classification jungle_chess_2pcs_raw_endgame_complete 6903 runs submitted
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  • OpenML-CC18 study_218 study_99
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6903 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.8112, kappa: 0.6713, kb_relative_information_score: 0.5859, mean_absolute_error: 0.1867, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8149, number_of_instances: 44819, precision: 0.8119, predictive_accuracy: 0.8149, prior_entropy: 1.3491, relative_absolute_error: 0.4874, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2793, root_relative_squared_error: 0.6381, unweighted_recall: 0.7311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.8128, kappa: 0.6746, kb_relative_information_score: 0.5261, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8189, number_of_instances: 44819, precision: 0.8195, predictive_accuracy: 0.8189, prior_entropy: 1.3491, relative_absolute_error: 0.5568, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2939, root_relative_squared_error: 0.6714, unweighted_recall: 0.7172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.7909, kappa: 0.6364, kb_relative_information_score: 0.6393, mean_absolute_error: 0.1566, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7923, number_of_instances: 44819, precision: 0.79, predictive_accuracy: 0.7923, prior_entropy: 1.3491, relative_absolute_error: 0.4088, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2798, root_relative_squared_error: 0.6391, unweighted_recall: 0.7181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, f_measure: 0.7789, kappa: 0.6151, kb_relative_information_score: 0.6035, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7809, number_of_instances: 44819, precision: 0.7778, predictive_accuracy: 0.7809, prior_entropy: 1.3491, relative_absolute_error: 0.448, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.6677, unweighted_recall: 0.7044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.7842, kappa: 0.6243, kb_relative_information_score: 0.6026, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7866, number_of_instances: 44819, precision: 0.7831, predictive_accuracy: 0.7866, prior_entropy: 1.3491, relative_absolute_error: 0.456, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2863, root_relative_squared_error: 0.6541, unweighted_recall: 0.7086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.7807, kappa: 0.618, kb_relative_information_score: 0.6063, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7827, number_of_instances: 44819, precision: 0.7795, predictive_accuracy: 0.7827, prior_entropy: 1.3491, relative_absolute_error: 0.4488, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2879, root_relative_squared_error: 0.6578, unweighted_recall: 0.7073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.8225, kappa: 0.6918, kb_relative_information_score: 0.7046, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8244, number_of_instances: 44819, precision: 0.8217, predictive_accuracy: 0.8244, prior_entropy: 1.3491, relative_absolute_error: 0.338, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.5703, unweighted_recall: 0.7506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.7994, kappa: 0.6512, kb_relative_information_score: 0.6497, mean_absolute_error: 0.1529, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8011, number_of_instances: 44819, precision: 0.7984, predictive_accuracy: 0.8011, prior_entropy: 1.3491, relative_absolute_error: 0.399, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.6226, unweighted_recall: 0.7264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.7678, kappa: 0.5957, kb_relative_information_score: 0.5925, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7691, number_of_instances: 44819, precision: 0.7667, predictive_accuracy: 0.7691, prior_entropy: 1.3491, relative_absolute_error: 0.4534, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3062, root_relative_squared_error: 0.6995, unweighted_recall: 0.6951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.829, kappa: 0.703, kb_relative_information_score: 0.6708, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.3832, weighted_recall: 0.832, number_of_instances: 44819, precision: 0.8291, predictive_accuracy: 0.832, prior_entropy: 1.3491, relative_absolute_error: 0.3843, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.257, root_relative_squared_error: 0.5872, unweighted_recall: 0.7522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.826, kappa: 0.6981, kb_relative_information_score: 0.6616, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8294, number_of_instances: 44819, precision: 0.8268, predictive_accuracy: 0.8294, prior_entropy: 1.3491, relative_absolute_error: 0.3936, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.5973, unweighted_recall: 0.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.8232, kappa: 0.6931, kb_relative_information_score: 0.5979, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8278, number_of_instances: 44819, precision: 0.8262, predictive_accuracy: 0.8278, prior_entropy: 1.3491, relative_absolute_error: 0.4724, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.6288, unweighted_recall: 0.7362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8105, kappa: 0.6711, kb_relative_information_score: 0.5234, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8173, number_of_instances: 44819, precision: 0.8181, predictive_accuracy: 0.8173, prior_entropy: 1.3491, relative_absolute_error: 0.5582, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2945, root_relative_squared_error: 0.6728, unweighted_recall: 0.7114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.8008, kappa: 0.6536, kb_relative_information_score: 0.6488, mean_absolute_error: 0.1541, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8026, number_of_instances: 44819, precision: 0.7998, predictive_accuracy: 0.8026, prior_entropy: 1.3491, relative_absolute_error: 0.402, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2704, root_relative_squared_error: 0.6178, unweighted_recall: 0.7277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8152, kappa: 0.6784, kb_relative_information_score: 0.5724, mean_absolute_error: 0.1927, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8197, number_of_instances: 44819, precision: 0.8176, predictive_accuracy: 0.8197, prior_entropy: 1.3491, relative_absolute_error: 0.503, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.6429, unweighted_recall: 0.7297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.7549, kappa: 0.5733, kb_relative_information_score: 0.5717, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7558, number_of_instances: 44819, precision: 0.7541, predictive_accuracy: 0.7558, prior_entropy: 1.3491, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.761, unweighted_recall: 0.6838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.804, kappa: 0.6588, kb_relative_information_score: 0.597, mean_absolute_error: 0.1809, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8072, number_of_instances: 44819, precision: 0.8038, predictive_accuracy: 0.8072, prior_entropy: 1.3491, relative_absolute_error: 0.472, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.6353, unweighted_recall: 0.7257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.781, kappa: 0.6187, kb_relative_information_score: 0.6066, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7831, number_of_instances: 44819, precision: 0.7799, predictive_accuracy: 0.7831, prior_entropy: 1.3491, relative_absolute_error: 0.4488, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.657, unweighted_recall: 0.7071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.7859, kappa: 0.6337, kb_relative_information_score: 0.4609, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7995, number_of_instances: 44819, precision: 0.8098, predictive_accuracy: 0.7995, prior_entropy: 1.3491, relative_absolute_error: 0.6237, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3124, root_relative_squared_error: 0.7137, unweighted_recall: 0.6604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.8047, kappa: 0.6601, kb_relative_information_score: 0.5974, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.3832, weighted_recall: 0.808, number_of_instances: 44819, precision: 0.8047, predictive_accuracy: 0.808, prior_entropy: 1.3491, relative_absolute_error: 0.4717, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.6348, unweighted_recall: 0.7263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9499, f_measure: 0.8032, kappa: 0.6574, kb_relative_information_score: 0.5998, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8063, number_of_instances: 44819, precision: 0.8028, predictive_accuracy: 0.8063, prior_entropy: 1.3491, relative_absolute_error: 0.468, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.278, root_relative_squared_error: 0.6351, unweighted_recall: 0.7251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.8138, kappa: 0.676, kb_relative_information_score: 0.5756, mean_absolute_error: 0.1917, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8181, number_of_instances: 44819, precision: 0.8156, predictive_accuracy: 0.8181, prior_entropy: 1.3491, relative_absolute_error: 0.5003, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.6423, unweighted_recall: 0.7295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8033, kappa: 0.658, kb_relative_information_score: 0.674, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.3832, weighted_recall: 0.804, number_of_instances: 44819, precision: 0.8027, predictive_accuracy: 0.804, prior_entropy: 1.3491, relative_absolute_error: 0.3634, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2742, root_relative_squared_error: 0.6265, unweighted_recall: 0.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.8123, kappa: 0.674, kb_relative_information_score: 0.5249, mean_absolute_error: 0.2132, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8189, number_of_instances: 44819, precision: 0.8202, predictive_accuracy: 0.8189, prior_entropy: 1.3491, relative_absolute_error: 0.5565, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2939, root_relative_squared_error: 0.6714, unweighted_recall: 0.7141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.8126, kappa: 0.6736, kb_relative_information_score: 0.5504, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8174, number_of_instances: 44819, precision: 0.816, predictive_accuracy: 0.8174, prior_entropy: 1.3491, relative_absolute_error: 0.5294, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2882, root_relative_squared_error: 0.6584, unweighted_recall: 0.7258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.8098, kappa: 0.6692, kb_relative_information_score: 0.5852, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8138, number_of_instances: 44819, precision: 0.8107, predictive_accuracy: 0.8138, prior_entropy: 1.3491, relative_absolute_error: 0.4866, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2793, root_relative_squared_error: 0.638, unweighted_recall: 0.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.7758, kappa: 0.6096, kb_relative_information_score: 0.5996, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7775, number_of_instances: 44819, precision: 0.7746, predictive_accuracy: 0.7775, prior_entropy: 1.3491, relative_absolute_error: 0.4494, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2979, root_relative_squared_error: 0.6806, unweighted_recall: 0.7023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.7777, kappa: 0.6131, kb_relative_information_score: 0.6021, mean_absolute_error: 0.1732, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7797, number_of_instances: 44819, precision: 0.7766, predictive_accuracy: 0.7797, prior_entropy: 1.3491, relative_absolute_error: 0.452, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.6664, unweighted_recall: 0.7033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.8246, kappa: 0.6953, kb_relative_information_score: 0.6691, mean_absolute_error: 0.1482, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8272, number_of_instances: 44819, precision: 0.8243, predictive_accuracy: 0.8272, prior_entropy: 1.3491, relative_absolute_error: 0.3868, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2568, root_relative_squared_error: 0.5866, unweighted_recall: 0.7506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8128, kappa: 0.6742, kb_relative_information_score: 0.5798, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8169, number_of_instances: 44819, precision: 0.8142, predictive_accuracy: 0.8169, prior_entropy: 1.3491, relative_absolute_error: 0.4952, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2801, root_relative_squared_error: 0.64, unweighted_recall: 0.7304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.813, kappa: 0.6748, kb_relative_information_score: 0.6422, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8157, number_of_instances: 44819, precision: 0.8126, predictive_accuracy: 0.8157, prior_entropy: 1.3491, relative_absolute_error: 0.4192, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.6056, unweighted_recall: 0.7382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.7892, kappa: 0.6334, kb_relative_information_score: 0.6398, mean_absolute_error: 0.155, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7905, number_of_instances: 44819, precision: 0.7883, predictive_accuracy: 0.7905, prior_entropy: 1.3491, relative_absolute_error: 0.4044, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.6458, unweighted_recall: 0.7164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.7826, kappa: 0.6215, kb_relative_information_score: 0.6056, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7849, number_of_instances: 44819, precision: 0.7815, predictive_accuracy: 0.7849, prior_entropy: 1.3491, relative_absolute_error: 0.4491, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2873, root_relative_squared_error: 0.6564, unweighted_recall: 0.7075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.7165, kappa: 0.5315, kb_relative_information_score: 0.3847, mean_absolute_error: 0.2635, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7486, number_of_instances: 44819, precision: 0.7631, predictive_accuracy: 0.7486, prior_entropy: 1.3491, relative_absolute_error: 0.6875, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.7718, unweighted_recall: 0.5607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.791, kappa: 0.6361, kb_relative_information_score: 0.6016, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7938, number_of_instances: 44819, precision: 0.7903, predictive_accuracy: 0.7938, prior_entropy: 1.3491, relative_absolute_error: 0.4618, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.644, unweighted_recall: 0.7151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9499, f_measure: 0.8163, kappa: 0.6804, kb_relative_information_score: 0.5568, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8213, number_of_instances: 44819, precision: 0.8202, predictive_accuracy: 0.8213, prior_entropy: 1.3491, relative_absolute_error: 0.5211, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2854, root_relative_squared_error: 0.6521, unweighted_recall: 0.7276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.7692, kappa: 0.5982, kb_relative_information_score: 0.5919, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7706, number_of_instances: 44819, precision: 0.7682, predictive_accuracy: 0.7706, prior_entropy: 1.3491, relative_absolute_error: 0.4534, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3059, root_relative_squared_error: 0.6988, unweighted_recall: 0.6964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.8185, kappa: 0.6846, kb_relative_information_score: 0.6315, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8216, number_of_instances: 44819, precision: 0.8187, predictive_accuracy: 0.8216, prior_entropy: 1.3491, relative_absolute_error: 0.4337, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.267, root_relative_squared_error: 0.61, unweighted_recall: 0.7413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.7809, kappa: 0.6186, kb_relative_information_score: 0.6027, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7831, number_of_instances: 44819, precision: 0.7798, predictive_accuracy: 0.7831, prior_entropy: 1.3491, relative_absolute_error: 0.4538, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2887, root_relative_squared_error: 0.6596, unweighted_recall: 0.7059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.8221, kappa: 0.6908, kb_relative_information_score: 0.6131, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8259, number_of_instances: 44819, precision: 0.8235, predictive_accuracy: 0.8259, prior_entropy: 1.3491, relative_absolute_error: 0.4568, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2714, root_relative_squared_error: 0.62, unweighted_recall: 0.7409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.8263, kappa: 0.6988, kb_relative_information_score: 0.6552, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.3832, weighted_recall: 0.83, number_of_instances: 44819, precision: 0.8271, predictive_accuracy: 0.83, prior_entropy: 1.3491, relative_absolute_error: 0.4003, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.5978, unweighted_recall: 0.7445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.7907, kappa: 0.636, kb_relative_information_score: 0.6368, mean_absolute_error: 0.1553, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7917, number_of_instances: 44819, precision: 0.7899, predictive_accuracy: 0.7917, prior_entropy: 1.3491, relative_absolute_error: 0.4052, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.6615, unweighted_recall: 0.7194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8042, kappa: 0.6589, kb_relative_information_score: 0.5856, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8079, number_of_instances: 44819, precision: 0.8048, predictive_accuracy: 0.8079, prior_entropy: 1.3491, relative_absolute_error: 0.4864, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2807, root_relative_squared_error: 0.6414, unweighted_recall: 0.7234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.8119, kappa: 0.6725, kb_relative_information_score: 0.5524, mean_absolute_error: 0.202, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8167, number_of_instances: 44819, precision: 0.8152, predictive_accuracy: 0.8167, prior_entropy: 1.3491, relative_absolute_error: 0.5271, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.6574, unweighted_recall: 0.7251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.8159, kappa: 0.68, kb_relative_information_score: 0.6385, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8188, number_of_instances: 44819, precision: 0.8157, predictive_accuracy: 0.8188, prior_entropy: 1.3491, relative_absolute_error: 0.4246, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.6063, unweighted_recall: 0.7393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.7714, kappa: 0.6021, kb_relative_information_score: 0.6027, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7731, number_of_instances: 44819, precision: 0.7703, predictive_accuracy: 0.7731, prior_entropy: 1.3491, relative_absolute_error: 0.4437, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.6864, unweighted_recall: 0.6983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.8181, kappa: 0.6839, kb_relative_information_score: 0.7084, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8195, number_of_instances: 44819, precision: 0.8173, predictive_accuracy: 0.8195, prior_entropy: 1.3491, relative_absolute_error: 0.3292, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.5768, unweighted_recall: 0.7481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.8094, kappa: 0.6686, kb_relative_information_score: 0.7021, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.3832, weighted_recall: 0.81, number_of_instances: 44819, precision: 0.8089, predictive_accuracy: 0.81, prior_entropy: 1.3491, relative_absolute_error: 0.3282, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.6072, unweighted_recall: 0.7418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.8218, kappa: 0.6906, kb_relative_information_score: 0.6109, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.3832, weighted_recall: 0.826, number_of_instances: 44819, precision: 0.8238, predictive_accuracy: 0.826, prior_entropy: 1.3491, relative_absolute_error: 0.4575, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2715, root_relative_squared_error: 0.6203, unweighted_recall: 0.737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.8243, kappa: 0.6951, kb_relative_information_score: 0.6629, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8278, number_of_instances: 44819, precision: 0.8248, predictive_accuracy: 0.8278, prior_entropy: 1.3491, relative_absolute_error: 0.3887, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2609, root_relative_squared_error: 0.5961, unweighted_recall: 0.7434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.7732, kappa: 0.6051, kb_relative_information_score: 0.6029, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7749, number_of_instances: 44819, precision: 0.772, predictive_accuracy: 0.7749, prior_entropy: 1.3491, relative_absolute_error: 0.4428, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.6852, unweighted_recall: 0.6997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8138, kappa: 0.6758, kb_relative_information_score: 0.58, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8177, number_of_instances: 44819, precision: 0.8151, predictive_accuracy: 0.8177, prior_entropy: 1.3491, relative_absolute_error: 0.4952, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2798, root_relative_squared_error: 0.6393, unweighted_recall: 0.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.779, kappa: 0.6153, kb_relative_information_score: 0.6045, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.3832, weighted_recall: 0.781, number_of_instances: 44819, precision: 0.7779, predictive_accuracy: 0.781, prior_entropy: 1.3491, relative_absolute_error: 0.4494, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2908, root_relative_squared_error: 0.6643, unweighted_recall: 0.7049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.7941, kappa: 0.6415, kb_relative_information_score: 0.5956, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7972, number_of_instances: 44819, precision: 0.7936, predictive_accuracy: 0.7972, prior_entropy: 1.3491, relative_absolute_error: 0.4709, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.644, unweighted_recall: 0.7165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.934, f_measure: 0.7801, kappa: 0.6173, kb_relative_information_score: 0.6004, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7817, number_of_instances: 44819, precision: 0.779, predictive_accuracy: 0.7817, prior_entropy: 1.3491, relative_absolute_error: 0.4493, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.298, root_relative_squared_error: 0.6808, unweighted_recall: 0.7072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.8082, kappa: 0.6666, kb_relative_information_score: 0.6803, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8094, number_of_instances: 44819, precision: 0.8074, predictive_accuracy: 0.8094, prior_entropy: 1.3491, relative_absolute_error: 0.3617, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.6042, unweighted_recall: 0.7378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.8263, kappa: 0.6982, kb_relative_information_score: 0.6847, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8287, number_of_instances: 44819, precision: 0.8256, predictive_accuracy: 0.8287, prior_entropy: 1.3491, relative_absolute_error: 0.3637, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.5784, unweighted_recall: 0.7524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.7928, kappa: 0.6396, kb_relative_information_score: 0.6435, mean_absolute_error: 0.1554, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7944, number_of_instances: 44819, precision: 0.7917, predictive_accuracy: 0.7944, prior_entropy: 1.3491, relative_absolute_error: 0.4055, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.6315, unweighted_recall: 0.7196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.7733, kappa: 0.6053, kb_relative_information_score: 0.6029, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.3832, weighted_recall: 0.775, number_of_instances: 44819, precision: 0.7722, predictive_accuracy: 0.775, prior_entropy: 1.3491, relative_absolute_error: 0.4428, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3, root_relative_squared_error: 0.6855, unweighted_recall: 0.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.7814, kappa: 0.6193, kb_relative_information_score: 0.6066, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7835, number_of_instances: 44819, precision: 0.7802, predictive_accuracy: 0.7835, prior_entropy: 1.3491, relative_absolute_error: 0.4489, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.6568, unweighted_recall: 0.7074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.7992, kappa: 0.6509, kb_relative_information_score: 0.6718, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7999, number_of_instances: 44819, precision: 0.7987, predictive_accuracy: 0.7999, prior_entropy: 1.3491, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.28, root_relative_squared_error: 0.6397, unweighted_recall: 0.7294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.7545, kappa: 0.5728, kb_relative_information_score: 0.5717, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7554, number_of_instances: 44819, precision: 0.7538, predictive_accuracy: 0.7554, prior_entropy: 1.3491, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.7613, unweighted_recall: 0.6834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.7938, kappa: 0.6409, kb_relative_information_score: 0.5993, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7967, number_of_instances: 44819, precision: 0.7932, predictive_accuracy: 0.7967, prior_entropy: 1.3491, relative_absolute_error: 0.4659, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.6428, unweighted_recall: 0.7173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.7739, kappa: 0.6064, kb_relative_information_score: 0.5987, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7756, number_of_instances: 44819, precision: 0.7727, predictive_accuracy: 0.7756, prior_entropy: 1.3491, relative_absolute_error: 0.4524, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.297, root_relative_squared_error: 0.6786, unweighted_recall: 0.6998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.7671, kappa: 0.5948, kb_relative_information_score: 0.5807, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7683, number_of_instances: 44819, precision: 0.7663, predictive_accuracy: 0.7683, prior_entropy: 1.3491, relative_absolute_error: 0.4579, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.7286, unweighted_recall: 0.6948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.7954, kappa: 0.6437, kb_relative_information_score: 0.594, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7986, number_of_instances: 44819, precision: 0.795, predictive_accuracy: 0.7986, prior_entropy: 1.3491, relative_absolute_error: 0.4735, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2816, root_relative_squared_error: 0.6434, unweighted_recall: 0.7168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.7803, kappa: 0.6176, kb_relative_information_score: 0.6008, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7825, number_of_instances: 44819, precision: 0.7791, predictive_accuracy: 0.7825, prior_entropy: 1.3491, relative_absolute_error: 0.4555, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2899, root_relative_squared_error: 0.6623, unweighted_recall: 0.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.8239, kappa: 0.6941, kb_relative_information_score: 0.6914, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.3832, weighted_recall: 0.826, number_of_instances: 44819, precision: 0.8231, predictive_accuracy: 0.826, prior_entropy: 1.3491, relative_absolute_error: 0.3568, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2517, root_relative_squared_error: 0.575, unweighted_recall: 0.7514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.8103, kappa: 0.6701, kb_relative_information_score: 0.6464, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8127, number_of_instances: 44819, precision: 0.8095, predictive_accuracy: 0.8127, prior_entropy: 1.3491, relative_absolute_error: 0.4123, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.6062, unweighted_recall: 0.736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.7804, kappa: 0.6176, kb_relative_information_score: 0.6048, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7824, number_of_instances: 44819, precision: 0.7792, predictive_accuracy: 0.7824, prior_entropy: 1.3491, relative_absolute_error: 0.4496, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.29, root_relative_squared_error: 0.6626, unweighted_recall: 0.7059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.8063, kappa: 0.6621, kb_relative_information_score: 0.5572, mean_absolute_error: 0.1987, mean_prior_absolute_error: 0.3832, weighted_recall: 0.81, number_of_instances: 44819, precision: 0.8075, predictive_accuracy: 0.81, prior_entropy: 1.3491, relative_absolute_error: 0.5186, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.6591, unweighted_recall: 0.7267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8088, kappa: 0.6671, kb_relative_information_score: 0.5931, mean_absolute_error: 0.1832, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8123, number_of_instances: 44819, precision: 0.8091, predictive_accuracy: 0.8123, prior_entropy: 1.3491, relative_absolute_error: 0.4781, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2778, root_relative_squared_error: 0.6346, unweighted_recall: 0.7294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.7536, kappa: 0.5711, kb_relative_information_score: 0.5711, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7544, number_of_instances: 44819, precision: 0.7529, predictive_accuracy: 0.7544, prior_entropy: 1.3491, relative_absolute_error: 0.4629, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.7624, unweighted_recall: 0.6827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.7947, kappa: 0.6429, kb_relative_information_score: 0.6442, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7961, number_of_instances: 44819, precision: 0.7937, predictive_accuracy: 0.7961, prior_entropy: 1.3491, relative_absolute_error: 0.4014, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.6388, unweighted_recall: 0.7219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.8074, kappa: 0.665, kb_relative_information_score: 0.6395, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.3832, weighted_recall: 0.81, number_of_instances: 44819, precision: 0.8067, predictive_accuracy: 0.81, prior_entropy: 1.3491, relative_absolute_error: 0.4206, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2681, root_relative_squared_error: 0.6125, unweighted_recall: 0.7315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.7549, kappa: 0.5733, kb_relative_information_score: 0.5717, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7558, number_of_instances: 44819, precision: 0.7541, predictive_accuracy: 0.7558, prior_entropy: 1.3491, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.761, unweighted_recall: 0.6838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9417, f_measure: 0.7864, kappa: 0.6282, kb_relative_information_score: 0.5988, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7891, number_of_instances: 44819, precision: 0.7854, predictive_accuracy: 0.7891, prior_entropy: 1.3491, relative_absolute_error: 0.4604, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.286, root_relative_squared_error: 0.6535, unweighted_recall: 0.7096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.8158, kappa: 0.6799, kb_relative_information_score: 0.7012, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8171, number_of_instances: 44819, precision: 0.815, predictive_accuracy: 0.8171, prior_entropy: 1.3491, relative_absolute_error: 0.3378, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2554, root_relative_squared_error: 0.5834, unweighted_recall: 0.7461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.7918, kappa: 0.6379, kb_relative_information_score: 0.6548, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7921, number_of_instances: 44819, precision: 0.7915, predictive_accuracy: 0.7921, prior_entropy: 1.3491, relative_absolute_error: 0.3753, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.295, root_relative_squared_error: 0.674, unweighted_recall: 0.7222,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9346, f_measure: 0.7758, kappa: 0.6097, kb_relative_information_score: 0.6036, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7777, number_of_instances: 44819, precision: 0.7747, predictive_accuracy: 0.7777, prior_entropy: 1.3491, relative_absolute_error: 0.4444, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2962, root_relative_squared_error: 0.6767, unweighted_recall: 0.7023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.7714, kappa: 0.6021, kb_relative_information_score: 0.6027, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7731, number_of_instances: 44819, precision: 0.7703, predictive_accuracy: 0.7731, prior_entropy: 1.3491, relative_absolute_error: 0.4437, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.6864, unweighted_recall: 0.6983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.7708, kappa: 0.6009, kb_relative_information_score: 0.6023, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7724, number_of_instances: 44819, precision: 0.7697, predictive_accuracy: 0.7724, prior_entropy: 1.3491, relative_absolute_error: 0.4437, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6881, unweighted_recall: 0.6984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.7591, kappa: 0.5807, kb_relative_information_score: 0.5734, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7601, number_of_instances: 44819, precision: 0.7582, predictive_accuracy: 0.7601, prior_entropy: 1.3491, relative_absolute_error: 0.4646, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7417, unweighted_recall: 0.6864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.81, kappa: 0.6691, kb_relative_information_score: 0.5698, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8143, number_of_instances: 44819, precision: 0.8118, predictive_accuracy: 0.8143, prior_entropy: 1.3491, relative_absolute_error: 0.5067, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.6476, unweighted_recall: 0.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.8208, kappa: 0.6886, kb_relative_information_score: 0.6786, mean_absolute_error: 0.143, mean_prior_absolute_error: 0.3832, weighted_recall: 0.823, number_of_instances: 44819, precision: 0.82, predictive_accuracy: 0.823, prior_entropy: 1.3491, relative_absolute_error: 0.3732, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2556, root_relative_squared_error: 0.5839, unweighted_recall: 0.7478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.783, kappa: 0.6227, kb_relative_information_score: 0.6171, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7837, number_of_instances: 44819, precision: 0.7825, predictive_accuracy: 0.7837, prior_entropy: 1.3491, relative_absolute_error: 0.4168, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3092, root_relative_squared_error: 0.7064, unweighted_recall: 0.7112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.7924, kappa: 0.6389, kb_relative_information_score: 0.6419, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7939, number_of_instances: 44819, precision: 0.7914, predictive_accuracy: 0.7939, prior_entropy: 1.3491, relative_absolute_error: 0.4068, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2778, root_relative_squared_error: 0.6346, unweighted_recall: 0.7195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.8129, kappa: 0.6743, kb_relative_information_score: 0.5811, mean_absolute_error: 0.1892, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8169, number_of_instances: 44819, precision: 0.8142, predictive_accuracy: 0.8169, prior_entropy: 1.3491, relative_absolute_error: 0.4937, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2797, root_relative_squared_error: 0.639, unweighted_recall: 0.7308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.7793, kappa: 0.616, kb_relative_information_score: 0.601, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7808, number_of_instances: 44819, precision: 0.7783, predictive_accuracy: 0.7808, prior_entropy: 1.3491, relative_absolute_error: 0.4474, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.6843, unweighted_recall: 0.7068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.8241, kappa: 0.6949, kb_relative_information_score: 0.6443, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8281, number_of_instances: 44819, precision: 0.8254, predictive_accuracy: 0.8281, prior_entropy: 1.3491, relative_absolute_error: 0.4128, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.606, unweighted_recall: 0.7397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.7733, kappa: 0.6053, kb_relative_information_score: 0.6029, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.3832, weighted_recall: 0.775, number_of_instances: 44819, precision: 0.7722, predictive_accuracy: 0.775, prior_entropy: 1.3491, relative_absolute_error: 0.4428, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3, root_relative_squared_error: 0.6855, unweighted_recall: 0.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.7826, kappa: 0.6215, kb_relative_information_score: 0.6056, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7849, number_of_instances: 44819, precision: 0.7815, predictive_accuracy: 0.7849, prior_entropy: 1.3491, relative_absolute_error: 0.4491, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2873, root_relative_squared_error: 0.6564, unweighted_recall: 0.7075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9229, f_measure: 0.7638, kappa: 0.5889, kb_relative_information_score: 0.5859, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7651, number_of_instances: 44819, precision: 0.7629, predictive_accuracy: 0.7651, prior_entropy: 1.3491, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3155, root_relative_squared_error: 0.7209, unweighted_recall: 0.6918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.7926, kappa: 0.6388, kb_relative_information_score: 0.6011, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7955, number_of_instances: 44819, precision: 0.792, predictive_accuracy: 0.7955, prior_entropy: 1.3491, relative_absolute_error: 0.4633, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.281, root_relative_squared_error: 0.642, unweighted_recall: 0.7165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.7856, kappa: 0.6268, kb_relative_information_score: 0.6015, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7882, number_of_instances: 44819, precision: 0.7846, predictive_accuracy: 0.7882, prior_entropy: 1.3491, relative_absolute_error: 0.4563, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.6537, unweighted_recall: 0.7095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.8136, kappa: 0.676, kb_relative_information_score: 0.683, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8151, number_of_instances: 44819, precision: 0.8126, predictive_accuracy: 0.8151, prior_entropy: 1.3491, relative_absolute_error: 0.3626, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.5914, unweighted_recall: 0.7427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.8196, kappa: 0.6865, kb_relative_information_score: 0.6306, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.3832, weighted_recall: 0.823, number_of_instances: 44819, precision: 0.8199, predictive_accuracy: 0.823, prior_entropy: 1.3491, relative_absolute_error: 0.4331, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.6091, unweighted_recall: 0.7403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.8128, kappa: 0.6746, kb_relative_information_score: 0.5261, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8189, number_of_instances: 44819, precision: 0.8195, predictive_accuracy: 0.8189, prior_entropy: 1.3491, relative_absolute_error: 0.5568, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2939, root_relative_squared_error: 0.6714, unweighted_recall: 0.7172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.8244, kappa: 0.6954, kb_relative_information_score: 0.6339, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8286, number_of_instances: 44819, precision: 0.8263, predictive_accuracy: 0.8286, prior_entropy: 1.3491, relative_absolute_error: 0.4279, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.6089, unweighted_recall: 0.7399,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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

OpenML APIs