OpenML
Supervised Classification on mfeat-karhunen

Supervised Classification on mfeat-karhunen

Task 16 Supervised Classification mfeat-karhunen 24479 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9681, kappa: 0.9644, kb_relative_information_score: 0.9665, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9689, predictive_accuracy: 0.968, prior_entropy: 3.3219, recall: 0.968, relative_absolute_error: 0.0356, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.08, root_relative_squared_error: 0.2667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6594, f_measure: 0.4461, kappa: 0.3189, kb_relative_information_score: 0.359, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.914, predictive_accuracy: 0.387, prior_entropy: 3.3219, recall: 0.387, relative_absolute_error: 0.6811, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.1671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9805, kappa: 0.9783, kb_relative_information_score: 0.9796, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9807, predictive_accuracy: 0.9805, prior_entropy: 3.3219, recall: 0.9805, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0624, root_relative_squared_error: 0.2082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9696, kappa: 0.9661, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.6475, kappa: 0.6089, kb_relative_information_score: 0.6319, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6565, predictive_accuracy: 0.648, prior_entropy: 3.3219, recall: 0.648, relative_absolute_error: 0.3911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.8844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.6475, kappa: 0.6089, kb_relative_information_score: 0.6319, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6565, predictive_accuracy: 0.648, prior_entropy: 3.3219, recall: 0.648, relative_absolute_error: 0.3911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.8844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.554, kappa: 0.5056, kb_relative_information_score: 0.5346, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.5685, predictive_accuracy: 0.555, prior_entropy: 3.3219, recall: 0.555, relative_absolute_error: 0.4944, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2983, root_relative_squared_error: 0.9944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6311, f_measure: 0.3316, kappa: 0.2622, kb_relative_information_score: 0.3056, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3448, predictive_accuracy: 0.336, prior_entropy: 3.3219, recall: 0.336, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3644, root_relative_squared_error: 1.2147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9576, kappa: 0.9528, kb_relative_information_score: 0.9556, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9583, predictive_accuracy: 0.9575, prior_entropy: 3.3219, recall: 0.9575, relative_absolute_error: 0.0472, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.3073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9825, kappa: 0.9806, kb_relative_information_score: 0.9817, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 3.3219, recall: 0.9825, relative_absolute_error: 0.0194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.1972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5886, f_measure: 0.2417, kappa: 0.1772, kb_relative_information_score: 0.2256, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2661, predictive_accuracy: 0.2595, prior_entropy: 3.3219, recall: 0.2595, relative_absolute_error: 0.8228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3848, root_relative_squared_error: 1.2828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9696, kappa: 0.9661, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5514, f_measure: 0.1743, kappa: 0.1028, kb_relative_information_score: 0.1556, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.911, predictive_accuracy: 0.1925, prior_entropy: 3.3219, recall: 0.1925, relative_absolute_error: 0.8972, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4019, root_relative_squared_error: 1.3396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9696, kappa: 0.9661, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8969, kappa: 0.885, kb_relative_information_score: 0.8918, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8991, predictive_accuracy: 0.8965, prior_entropy: 3.3219, recall: 0.8965, relative_absolute_error: 0.115, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9825, kappa: 0.9806, kb_relative_information_score: 0.9817, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 3.3219, recall: 0.9825, relative_absolute_error: 0.0194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.1972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9825, kappa: 0.9806, kb_relative_information_score: 0.9817, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 3.3219, recall: 0.9825, relative_absolute_error: 0.0194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.1972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5886, f_measure: 0.2417, kappa: 0.1772, kb_relative_information_score: 0.2256, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2661, predictive_accuracy: 0.2595, prior_entropy: 3.3219, recall: 0.2595, relative_absolute_error: 0.8228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3848, root_relative_squared_error: 1.2828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9691, kappa: 0.9656, kb_relative_information_score: 0.9676, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9693, predictive_accuracy: 0.969, prior_entropy: 3.3219, recall: 0.969, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.2625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9702, kappa: 0.9667, kb_relative_information_score: 0.9686, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.971, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.0333, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.2582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6594, f_measure: 0.4461, kappa: 0.3189, kb_relative_information_score: 0.359, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.914, predictive_accuracy: 0.387, prior_entropy: 3.3219, recall: 0.387, relative_absolute_error: 0.6811, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.1671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8969, kappa: 0.885, kb_relative_information_score: 0.8918, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8991, predictive_accuracy: 0.8965, prior_entropy: 3.3219, recall: 0.8965, relative_absolute_error: 0.115, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9691, kappa: 0.9656, kb_relative_information_score: 0.9676, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9693, predictive_accuracy: 0.969, prior_entropy: 3.3219, recall: 0.969, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.2625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5867, f_measure: 0.2382, kappa: 0.1733, kb_relative_information_score: 0.222, mean_absolute_error: 0.1488, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2833, predictive_accuracy: 0.256, prior_entropy: 3.3219, recall: 0.256, relative_absolute_error: 0.8267, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3857, root_relative_squared_error: 1.2858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9696, kappa: 0.9661, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.51, f_measure: 0.0537, kappa: 0.02, kb_relative_information_score: 0.0776, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.118, prior_entropy: 3.3219, recall: 0.118, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.42, root_relative_squared_error: 1.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.981, kappa: 0.9789, kb_relative_information_score: 0.9801, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 3.3219, recall: 0.981, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9696, kappa: 0.9661, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6667, f_measure: 0.3933, kappa: 0.3333, kb_relative_information_score: 0.3725, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4011, predictive_accuracy: 0.4, prior_entropy: 3.3219, recall: 0.4, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3464, root_relative_squared_error: 1.1547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5942, f_measure: 0.226, kappa: 0.1883, kb_relative_information_score: 0.2361, mean_absolute_error: 0.1461, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7171, predictive_accuracy: 0.2695, prior_entropy: 3.3219, recall: 0.2695, relative_absolute_error: 0.8117, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3822, root_relative_squared_error: 1.2741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6411, f_measure: 0.3488, kappa: 0.2822, kb_relative_information_score: 0.3244, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3571, predictive_accuracy: 0.354, prior_entropy: 3.3219, recall: 0.354, relative_absolute_error: 0.7178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3594, root_relative_squared_error: 1.1981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.51, f_measure: 0.0537, kappa: 0.02, kb_relative_information_score: 0.0776, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.118, prior_entropy: 3.3219, recall: 0.118, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.42, root_relative_squared_error: 1.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.62, f_measure: 0.3119, kappa: 0.24, kb_relative_information_score: 0.2847, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3251, predictive_accuracy: 0.316, prior_entropy: 3.3219, recall: 0.316, relative_absolute_error: 0.76, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3699, root_relative_squared_error: 1.2329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.51, f_measure: 0.0537, kappa: 0.02, kb_relative_information_score: 0.0776, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.118, prior_entropy: 3.3219, recall: 0.118, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.42, root_relative_squared_error: 1.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6297, f_measure: 0.3266, kappa: 0.2594, kb_relative_information_score: 0.303, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.337, predictive_accuracy: 0.3335, prior_entropy: 3.3219, recall: 0.3335, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3651, root_relative_squared_error: 1.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9396, kappa: 0.9328, kb_relative_information_score: 0.9367, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9407, predictive_accuracy: 0.9395, prior_entropy: 3.3219, recall: 0.9395, relative_absolute_error: 0.0672, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.11, root_relative_squared_error: 0.3667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6311, f_measure: 0.3316, kappa: 0.2622, kb_relative_information_score: 0.3056, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3448, predictive_accuracy: 0.336, prior_entropy: 3.3219, recall: 0.336, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3644, root_relative_squared_error: 1.2147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5886, f_measure: 0.2417, kappa: 0.1772, kb_relative_information_score: 0.2256, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2661, predictive_accuracy: 0.2595, prior_entropy: 3.3219, recall: 0.2595, relative_absolute_error: 0.8228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3848, root_relative_squared_error: 1.2828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9745, kappa: 0.9717, kb_relative_information_score: 0.9733, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9748, predictive_accuracy: 0.9745, prior_entropy: 3.3219, recall: 0.9745, relative_absolute_error: 0.0283, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0714, root_relative_squared_error: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6492, f_measure: 0.3622, kappa: 0.2983, kb_relative_information_score: 0.3396, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3707, predictive_accuracy: 0.3685, prior_entropy: 3.3219, recall: 0.3685, relative_absolute_error: 0.7017, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3554, root_relative_squared_error: 1.1846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 0.9807, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9817, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9582, kappa: 0.9533, kb_relative_information_score: 0.9561, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9595, predictive_accuracy: 0.958, prior_entropy: 3.3219, recall: 0.958, relative_absolute_error: 0.0467, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.3055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 0.9749, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9763, predictive_accuracy: 0.976, prior_entropy: 3.3219, recall: 0.976, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.2309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9022, kappa: 0.8911, kb_relative_information_score: 0.8975, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9046, predictive_accuracy: 0.902, prior_entropy: 3.3219, recall: 0.902, relative_absolute_error: 0.1089, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.14, root_relative_squared_error: 0.4667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9671, kappa: 0.9633, kb_relative_information_score: 0.9655, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9673, predictive_accuracy: 0.967, prior_entropy: 3.3219, recall: 0.967, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0812, root_relative_squared_error: 0.2708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 0.9807, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9697, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9713, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0322, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.2539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9671, kappa: 0.9633, kb_relative_information_score: 0.9655, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9673, predictive_accuracy: 0.967, prior_entropy: 3.3219, recall: 0.967, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0812, root_relative_squared_error: 0.2708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9725, kappa: 0.9694, kb_relative_information_score: 0.9712, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9726, predictive_accuracy: 0.9725, prior_entropy: 3.3219, recall: 0.9725, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.2472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9676, kappa: 0.9639, kb_relative_information_score: 0.966, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9682, predictive_accuracy: 0.9675, prior_entropy: 3.3219, recall: 0.9675, relative_absolute_error: 0.0361, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.2687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6722, f_measure: 0.4735, kappa: 0.3444, kb_relative_information_score: 0.383, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9145, predictive_accuracy: 0.41, prior_entropy: 3.3219, recall: 0.41, relative_absolute_error: 0.6556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3435, root_relative_squared_error: 1.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6722, f_measure: 0.4735, kappa: 0.3444, kb_relative_information_score: 0.383, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9145, predictive_accuracy: 0.41, prior_entropy: 3.3219, recall: 0.41, relative_absolute_error: 0.6556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3435, root_relative_squared_error: 1.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.983, kappa: 0.9811, kb_relative_information_score: 0.9822, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9831, predictive_accuracy: 0.983, prior_entropy: 3.3219, recall: 0.983, relative_absolute_error: 0.0189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.1944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8799, kappa: 0.8583, kb_relative_information_score: 0.8667, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.914, predictive_accuracy: 0.8725, prior_entropy: 3.3219, recall: 0.8725, relative_absolute_error: 0.1417, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1597, root_relative_squared_error: 0.5323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6053, f_measure: 0.2817, kappa: 0.2106, kb_relative_information_score: 0.257, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2916, predictive_accuracy: 0.2895, prior_entropy: 3.3219, recall: 0.2895, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.377, root_relative_squared_error: 1.2565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5106, f_measure: 0.0557, kappa: 0.0211, kb_relative_information_score: 0.0787, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.119, prior_entropy: 3.3219, recall: 0.119, relative_absolute_error: 0.9789, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4198, root_relative_squared_error: 1.3992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5067, f_measure: 0.042, kappa: 0.0133, kb_relative_information_score: 0.0714, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9101, predictive_accuracy: 0.112, prior_entropy: 3.3219, recall: 0.112, relative_absolute_error: 0.9867, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4214, root_relative_squared_error: 1.4048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5106, f_measure: 0.0557, kappa: 0.0211, kb_relative_information_score: 0.0787, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.119, prior_entropy: 3.3219, recall: 0.119, relative_absolute_error: 0.9789, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4198, root_relative_squared_error: 1.3992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6053, f_measure: 0.2817, kappa: 0.2106, kb_relative_information_score: 0.257, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2916, predictive_accuracy: 0.2895, prior_entropy: 3.3219, recall: 0.2895, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.377, root_relative_squared_error: 1.2565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9686, kappa: 0.965, kb_relative_information_score: 0.9671, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9689, predictive_accuracy: 0.9685, prior_entropy: 3.3219, recall: 0.9685, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.2646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6053, f_measure: 0.2817, kappa: 0.2106, kb_relative_information_score: 0.257, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2916, predictive_accuracy: 0.2895, prior_entropy: 3.3219, recall: 0.2895, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.377, root_relative_squared_error: 1.2565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, f_measure: 0.0499, kappa: 0.0178, kb_relative_information_score: 0.0756, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.116, prior_entropy: 3.3219, recall: 0.116, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4205, root_relative_squared_error: 1.4016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8407, kappa: 0.8222, kb_relative_information_score: 0.8327, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8443, predictive_accuracy: 0.84, prior_entropy: 3.3219, recall: 0.84, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.5963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, f_measure: 0.0499, kappa: 0.0178, kb_relative_information_score: 0.0756, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.116, prior_entropy: 3.3219, recall: 0.116, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4205, root_relative_squared_error: 1.4016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9686, kappa: 0.965, kb_relative_information_score: 0.9671, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9689, predictive_accuracy: 0.9685, prior_entropy: 3.3219, recall: 0.9685, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.2646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9548, kappa: 0.9494, kb_relative_information_score: 0.9524, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9564, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.0506, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5083, f_measure: 0.0479, kappa: 0.0167, kb_relative_information_score: 0.0745, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.115, prior_entropy: 3.3219, recall: 0.115, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4207, root_relative_squared_error: 1.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9602, kappa: 0.9556, kb_relative_information_score: 0.9582, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9612, predictive_accuracy: 0.96, prior_entropy: 3.3219, recall: 0.96, relative_absolute_error: 0.0444, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.2981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9691, kappa: 0.9656, kb_relative_information_score: 0.9676, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9696, predictive_accuracy: 0.969, prior_entropy: 3.3219, recall: 0.969, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.2625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9715, kappa: 0.9683, kb_relative_information_score: 0.9702, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9717, predictive_accuracy: 0.9715, prior_entropy: 3.3219, recall: 0.9715, relative_absolute_error: 0.0317, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0755, root_relative_squared_error: 0.2517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5119, f_measure: 0.0604, kappa: 0.0239, kb_relative_information_score: 0.0813, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.1215, prior_entropy: 3.3219, recall: 0.1215, relative_absolute_error: 0.9761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4192, root_relative_squared_error: 1.3972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9548, kappa: 0.9494, kb_relative_information_score: 0.9524, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9564, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.0506, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9602, kappa: 0.9556, kb_relative_information_score: 0.9582, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9612, predictive_accuracy: 0.96, prior_entropy: 3.3219, recall: 0.96, relative_absolute_error: 0.0444, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.2981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.7158, kappa: 0.6089, kb_relative_information_score: 0.6319, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9205, predictive_accuracy: 0.648, prior_entropy: 3.3219, recall: 0.648, relative_absolute_error: 0.3911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.8844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9715, kappa: 0.9683, kb_relative_information_score: 0.9702, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9717, predictive_accuracy: 0.9715, prior_entropy: 3.3219, recall: 0.9715, relative_absolute_error: 0.0317, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0755, root_relative_squared_error: 0.2517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6053, f_measure: 0.2817, kappa: 0.2106, kb_relative_information_score: 0.257, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2916, predictive_accuracy: 0.2895, prior_entropy: 3.3219, recall: 0.2895, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.377, root_relative_squared_error: 1.2565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9548, kappa: 0.9494, kb_relative_information_score: 0.9524, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9564, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.0506, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5106, f_measure: 0.0557, kappa: 0.0211, kb_relative_information_score: 0.0787, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.119, prior_entropy: 3.3219, recall: 0.119, relative_absolute_error: 0.9789, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4198, root_relative_squared_error: 1.3992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9602, kappa: 0.9556, kb_relative_information_score: 0.9582, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9612, predictive_accuracy: 0.96, prior_entropy: 3.3219, recall: 0.96, relative_absolute_error: 0.0444, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.2981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9686, kappa: 0.965, kb_relative_information_score: 0.9671, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9689, predictive_accuracy: 0.9685, prior_entropy: 3.3219, recall: 0.9685, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.2646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6722, f_measure: 0.4735, kappa: 0.3444, kb_relative_information_score: 0.383, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9145, predictive_accuracy: 0.41, prior_entropy: 3.3219, recall: 0.41, relative_absolute_error: 0.6556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3435, root_relative_squared_error: 1.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8407, kappa: 0.8222, kb_relative_information_score: 0.8327, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8443, predictive_accuracy: 0.84, prior_entropy: 3.3219, recall: 0.84, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.5963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.983, kappa: 0.9811, kb_relative_information_score: 0.9822, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9831, predictive_accuracy: 0.983, prior_entropy: 3.3219, recall: 0.983, relative_absolute_error: 0.0189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.1944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.983, kappa: 0.9811, kb_relative_information_score: 0.9822, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9831, predictive_accuracy: 0.983, prior_entropy: 3.3219, recall: 0.983, relative_absolute_error: 0.0189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.1944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5106, f_measure: 0.0557, kappa: 0.0211, kb_relative_information_score: 0.0787, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.119, prior_entropy: 3.3219, recall: 0.119, relative_absolute_error: 0.9789, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4198, root_relative_squared_error: 1.3992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.979, kappa: 0.9767, kb_relative_information_score: 0.978, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9791, predictive_accuracy: 0.979, prior_entropy: 3.3219, recall: 0.979, relative_absolute_error: 0.0233, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6408, f_measure: 0.346, kappa: 0.2817, kb_relative_information_score: 0.3239, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3537, predictive_accuracy: 0.3535, prior_entropy: 3.3219, recall: 0.3535, relative_absolute_error: 0.7183, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3596, root_relative_squared_error: 1.1986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6408, f_measure: 0.346, kappa: 0.2817, kb_relative_information_score: 0.3239, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3537, predictive_accuracy: 0.3535, prior_entropy: 3.3219, recall: 0.3535, relative_absolute_error: 0.7183, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3596, root_relative_squared_error: 1.1986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.695, f_measure: 0.5212, kappa: 0.39, kb_relative_information_score: 0.4259, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9154, predictive_accuracy: 0.451, prior_entropy: 3.3219, recall: 0.451, relative_absolute_error: 0.61, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3314, root_relative_squared_error: 1.1045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9532, kappa: 0.9478, kb_relative_information_score: 0.9508, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9546, predictive_accuracy: 0.953, prior_entropy: 3.3219, recall: 0.953, relative_absolute_error: 0.0522, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.097, root_relative_squared_error: 0.3232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9615, kappa: 0.9561, kb_relative_information_score: 0.9587, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9653, predictive_accuracy: 0.9605, prior_entropy: 3.3219, recall: 0.9605, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.2963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.9401, kappa: 0.9333, kb_relative_information_score: 0.9373, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9412, predictive_accuracy: 0.94, prior_entropy: 3.3219, recall: 0.94, relative_absolute_error: 0.0667, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.3651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.983, kappa: 0.9811, kb_relative_information_score: 0.9822, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9831, predictive_accuracy: 0.983, prior_entropy: 3.3219, recall: 0.983, relative_absolute_error: 0.0189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.1944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9825, kappa: 0.9806, kb_relative_information_score: 0.9817, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 3.3219, recall: 0.9825, relative_absolute_error: 0.0194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.1972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.9017, kappa: 0.8906, kb_relative_information_score: 0.897, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9042, predictive_accuracy: 0.9015, prior_entropy: 3.3219, recall: 0.9015, relative_absolute_error: 0.1094, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1404, root_relative_squared_error: 0.4679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9735, kappa: 0.9706, kb_relative_information_score: 0.9723, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9738, predictive_accuracy: 0.9735, prior_entropy: 3.3219, recall: 0.9735, relative_absolute_error: 0.0294, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0728, root_relative_squared_error: 0.2427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, f_measure: 0.2951, kappa: 0.2222, kb_relative_information_score: 0.268, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3074, predictive_accuracy: 0.3, prior_entropy: 3.3219, recall: 0.3, relative_absolute_error: 0.7778, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3742, root_relative_squared_error: 1.2472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, f_measure: 0.2951, kappa: 0.2222, kb_relative_information_score: 0.268, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3074, predictive_accuracy: 0.3, prior_entropy: 3.3219, recall: 0.3, relative_absolute_error: 0.7778, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3742, root_relative_squared_error: 1.2472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.9325, kappa: 0.925, kb_relative_information_score: 0.9294, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9332, predictive_accuracy: 0.9325, prior_entropy: 3.3219, recall: 0.9325, relative_absolute_error: 0.075, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.3873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6272, f_measure: 0.3232, kappa: 0.2544, kb_relative_information_score: 0.2983, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3376, predictive_accuracy: 0.329, prior_entropy: 3.3219, recall: 0.329, relative_absolute_error: 0.7456, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3663, root_relative_squared_error: 1.2211,

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

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

OpenML APIs