OpenML
Supervised Classification on cnae-9

Supervised Classification on cnae-9

Task 9981 Supervised Classification cnae-9 22833 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_218 study_7 study_98 study_99
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22833 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.7924, kappa: 0.7615, kb_relative_information_score: 0.7732, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.1975, weighted_recall: 0.788, number_of_instances: 1080, precision: 0.8075, predictive_accuracy: 0.788, prior_entropy: 3.1699, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.5793, unweighted_recall: 0.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.6684, kappa: 0.6167, kb_relative_information_score: 0.6378, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1975, weighted_recall: 0.6593, number_of_instances: 1080, precision: 0.7007, predictive_accuracy: 0.6593, prior_entropy: 3.1699, relative_absolute_error: 0.4751, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.6888, unweighted_recall: 0.6593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7239, kappa: 0.174, kb_relative_information_score: 0.2253, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2657, number_of_instances: 1080, predictive_accuracy: 0.2657, prior_entropy: 3.1699, relative_absolute_error: 0.9125, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.301, root_relative_squared_error: 0.9577, unweighted_recall: 0.2657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.758, kappa: 0.7208, kb_relative_information_score: 0.7064, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.1975, weighted_recall: 0.7519, number_of_instances: 1080, precision: 0.7892, predictive_accuracy: 0.7519, prior_entropy: 3.1699, relative_absolute_error: 0.3884, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.6177, unweighted_recall: 0.7519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7915, f_measure: 0.3508, kappa: 0.2688, kb_relative_information_score: 0.346, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.1975, weighted_recall: 0.35, number_of_instances: 1080, precision: 0.3658, predictive_accuracy: 0.35, prior_entropy: 3.1699, relative_absolute_error: 0.7923, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2816, root_relative_squared_error: 0.8962, unweighted_recall: 0.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.7418, kappa: 0.701, kb_relative_information_score: 0.6987, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.1975, weighted_recall: 0.7343, number_of_instances: 1080, precision: 0.7747, predictive_accuracy: 0.7343, prior_entropy: 3.1699, relative_absolute_error: 0.4012, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.6262, unweighted_recall: 0.7343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7343, f_measure: 0.2418, kappa: 0.1781, kb_relative_information_score: 0.2382, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2694, number_of_instances: 1080, precision: 0.2545, predictive_accuracy: 0.2694, prior_entropy: 3.1699, relative_absolute_error: 0.9012, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.9571, unweighted_recall: 0.2694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6828, kappa: 0.1375, kb_relative_information_score: 0.1815, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2333, number_of_instances: 1080, predictive_accuracy: 0.2333, prior_entropy: 3.1699, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9707, unweighted_recall: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.8637, kappa: 0.8438, kb_relative_information_score: 0.8553, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8611, number_of_instances: 1080, precision: 0.8694, predictive_accuracy: 0.8611, prior_entropy: 3.1699, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.4653, unweighted_recall: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6795, kappa: 0.1333, kb_relative_information_score: 0.1819, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2296, number_of_instances: 1080, predictive_accuracy: 0.2296, prior_entropy: 3.1699, relative_absolute_error: 0.9401, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9711, unweighted_recall: 0.2296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7272, f_measure: 0.2204, kappa: 0.1938, kb_relative_information_score: 0.2158, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2833, number_of_instances: 1080, precision: 0.2888, predictive_accuracy: 0.2833, prior_entropy: 3.1699, relative_absolute_error: 0.9185, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.9561, unweighted_recall: 0.2833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7227, f_measure: 0.2204, kappa: 0.1885, kb_relative_information_score: 0.2293, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2787, number_of_instances: 1080, precision: 0.2303, predictive_accuracy: 0.2787, prior_entropy: 3.1699, relative_absolute_error: 0.9098, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.301, root_relative_squared_error: 0.9578, unweighted_recall: 0.2787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.86, kappa: 0.8365, kb_relative_information_score: 0.8324, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8546, number_of_instances: 1080, precision: 0.8693, predictive_accuracy: 0.8546, prior_entropy: 3.1699, relative_absolute_error: 0.2274, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.4622, unweighted_recall: 0.8546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6775, kappa: 0.15, kb_relative_information_score: 0.1804, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2444, number_of_instances: 1080, predictive_accuracy: 0.2444, prior_entropy: 3.1699, relative_absolute_error: 0.9404, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9711, unweighted_recall: 0.2444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.68, kappa: 0.1333, kb_relative_information_score: 0.1757, mean_absolute_error: 0.1861, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2296, number_of_instances: 1080, predictive_accuracy: 0.2296, prior_entropy: 3.1699, relative_absolute_error: 0.9422, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9709, unweighted_recall: 0.2296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7757, f_measure: 0.3184, kappa: 0.2583, kb_relative_information_score: 0.2935, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.1975, weighted_recall: 0.3407, number_of_instances: 1080, precision: 0.3561, predictive_accuracy: 0.3407, prior_entropy: 3.1699, relative_absolute_error: 0.8448, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2892, root_relative_squared_error: 0.9203, unweighted_recall: 0.3407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8889, kappa: 0.874, kb_relative_information_score: 0.8759, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.1975, weighted_recall: 0.888, number_of_instances: 1080, precision: 0.892, predictive_accuracy: 0.888, prior_entropy: 3.1699, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.4273, unweighted_recall: 0.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8201, f_measure: 0.4121, kappa: 0.3469, kb_relative_information_score: 0.3879, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.1975, weighted_recall: 0.4194, number_of_instances: 1080, precision: 0.4515, predictive_accuracy: 0.4194, prior_entropy: 3.1699, relative_absolute_error: 0.7434, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.8674, unweighted_recall: 0.4194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9218, kappa: 0.9115, kb_relative_information_score: 0.9158, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.1975, weighted_recall: 0.9213, number_of_instances: 1080, precision: 0.923, predictive_accuracy: 0.9213, prior_entropy: 3.1699, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.3587, unweighted_recall: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7134, kappa: 0.1896, kb_relative_information_score: 0.2235, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2796, number_of_instances: 1080, predictive_accuracy: 0.2796, prior_entropy: 3.1699, relative_absolute_error: 0.9155, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.9587, unweighted_recall: 0.2796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6847, kappa: 0.1448, kb_relative_information_score: 0.1801, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2398, number_of_instances: 1080, predictive_accuracy: 0.2398, prior_entropy: 3.1699, relative_absolute_error: 0.9389, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3054, root_relative_squared_error: 0.9717, unweighted_recall: 0.2398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6778, kappa: 0.1365, kb_relative_information_score: 0.1797, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2324, number_of_instances: 1080, predictive_accuracy: 0.2324, prior_entropy: 3.1699, relative_absolute_error: 0.9405, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9711, unweighted_recall: 0.2324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6825, kappa: 0.1427, kb_relative_information_score: 0.1845, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.1975, weighted_recall: 0.238, number_of_instances: 1080, predictive_accuracy: 0.238, prior_entropy: 3.1699, relative_absolute_error: 0.9369, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9711, unweighted_recall: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6784, kappa: 0.1365, kb_relative_information_score: 0.181, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2324, number_of_instances: 1080, predictive_accuracy: 0.2324, prior_entropy: 3.1699, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9709, unweighted_recall: 0.2324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6808, kappa: 0.1323, kb_relative_information_score: 0.1832, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2287, number_of_instances: 1080, predictive_accuracy: 0.2287, prior_entropy: 3.1699, relative_absolute_error: 0.9388, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9707, unweighted_recall: 0.2287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7248, f_measure: 0.2365, kappa: 0.1958, kb_relative_information_score: 0.2308, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2852, number_of_instances: 1080, precision: 0.2474, predictive_accuracy: 0.2852, prior_entropy: 3.1699, relative_absolute_error: 0.9081, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.9574, unweighted_recall: 0.2852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6767, kappa: 0.1448, kb_relative_information_score: 0.1773, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2398, number_of_instances: 1080, predictive_accuracy: 0.2398, prior_entropy: 3.1699, relative_absolute_error: 0.9406, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3055, root_relative_squared_error: 0.9722, unweighted_recall: 0.2398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7198, kappa: 0.1969, kb_relative_information_score: 0.2329, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2861, number_of_instances: 1080, predictive_accuracy: 0.2861, prior_entropy: 3.1699, relative_absolute_error: 0.909, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.301, root_relative_squared_error: 0.9578, unweighted_recall: 0.2861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.678, kappa: 0.1469, kb_relative_information_score: 0.1834, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2417, number_of_instances: 1080, predictive_accuracy: 0.2417, prior_entropy: 3.1699, relative_absolute_error: 0.9381, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9711, unweighted_recall: 0.2417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6767, kappa: 0.1229, kb_relative_information_score: 0.177, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2204, number_of_instances: 1080, predictive_accuracy: 0.2204, prior_entropy: 3.1699, relative_absolute_error: 0.9417, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3054, root_relative_squared_error: 0.9718, unweighted_recall: 0.2204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6765, kappa: 0.1438, kb_relative_information_score: 0.1791, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2389, number_of_instances: 1080, predictive_accuracy: 0.2389, prior_entropy: 3.1699, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9707, unweighted_recall: 0.2389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, kappa: 0.1844, kb_relative_information_score: 0.2217, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.1975, weighted_recall: 0.275, number_of_instances: 1080, predictive_accuracy: 0.275, prior_entropy: 3.1699, relative_absolute_error: 0.9161, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3017, root_relative_squared_error: 0.96, unweighted_recall: 0.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6815, kappa: 0.1427, kb_relative_information_score: 0.1801, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.1975, weighted_recall: 0.238, number_of_instances: 1080, predictive_accuracy: 0.238, prior_entropy: 3.1699, relative_absolute_error: 0.9396, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9706, unweighted_recall: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8481, kappa: 0.8219, kb_relative_information_score: 0.828, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8417, number_of_instances: 1080, precision: 0.8596, predictive_accuracy: 0.8417, prior_entropy: 3.1699, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1526, root_relative_squared_error: 0.4854, unweighted_recall: 0.8417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6807, kappa: 0.149, kb_relative_information_score: 0.1813, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2435, number_of_instances: 1080, predictive_accuracy: 0.2435, prior_entropy: 3.1699, relative_absolute_error: 0.939, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9708, unweighted_recall: 0.2435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8444, f_measure: 0.4645, kappa: 0.3969, kb_relative_information_score: 0.4369, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.1975, weighted_recall: 0.4639, number_of_instances: 1080, precision: 0.5041, predictive_accuracy: 0.4639, prior_entropy: 3.1699, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2626, root_relative_squared_error: 0.8355, unweighted_recall: 0.4639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7284, f_measure: 0.2397, kappa: 0.175, kb_relative_information_score: 0.2339, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2667, number_of_instances: 1080, precision: 0.2546, predictive_accuracy: 0.2667, prior_entropy: 3.1699, relative_absolute_error: 0.9058, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3015, root_relative_squared_error: 0.9595, unweighted_recall: 0.2667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.8412, kappa: 0.8177, kb_relative_information_score: 0.8189, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.1975, weighted_recall: 0.838, number_of_instances: 1080, precision: 0.8499, predictive_accuracy: 0.838, prior_entropy: 3.1699, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.4953, unweighted_recall: 0.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8404, f_measure: 0.4513, kappa: 0.3833, kb_relative_information_score: 0.4178, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.1975, weighted_recall: 0.4519, number_of_instances: 1080, precision: 0.4806, predictive_accuracy: 0.4519, prior_entropy: 3.1699, relative_absolute_error: 0.717, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2659, root_relative_squared_error: 0.8461, unweighted_recall: 0.4519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6789, kappa: 0.149, kb_relative_information_score: 0.1828, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2435, number_of_instances: 1080, predictive_accuracy: 0.2435, prior_entropy: 3.1699, relative_absolute_error: 0.9381, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9704, unweighted_recall: 0.2435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.849, f_measure: 0.5635, kappa: 0.4979, kb_relative_information_score: 0.5161, mean_absolute_error: 0.1177, mean_prior_absolute_error: 0.1975, weighted_recall: 0.5537, number_of_instances: 1080, precision: 0.6186, predictive_accuracy: 0.5537, prior_entropy: 3.1699, relative_absolute_error: 0.5956, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.814, unweighted_recall: 0.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6915, kappa: 0.1552, kb_relative_information_score: 0.1891, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2491, number_of_instances: 1080, predictive_accuracy: 0.2491, prior_entropy: 3.1699, relative_absolute_error: 0.9357, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.97, unweighted_recall: 0.2491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6819, kappa: 0.15, kb_relative_information_score: 0.1799, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2444, number_of_instances: 1080, predictive_accuracy: 0.2444, prior_entropy: 3.1699, relative_absolute_error: 0.94, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9709, unweighted_recall: 0.2444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.593, kappa: 0.5365, kb_relative_information_score: 0.5621, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.1975, weighted_recall: 0.588, number_of_instances: 1080, precision: 0.6281, predictive_accuracy: 0.588, prior_entropy: 3.1699, relative_absolute_error: 0.5445, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.7857, unweighted_recall: 0.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6814, kappa: 0.1375, kb_relative_information_score: 0.1864, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2333, number_of_instances: 1080, predictive_accuracy: 0.2333, prior_entropy: 3.1699, relative_absolute_error: 0.937, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9708, unweighted_recall: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.879, f_measure: 0.5879, kappa: 0.5229, kb_relative_information_score: 0.5341, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.1975, weighted_recall: 0.5759, number_of_instances: 1080, precision: 0.6336, predictive_accuracy: 0.5759, prior_entropy: 3.1699, relative_absolute_error: 0.5792, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.7773, unweighted_recall: 0.5759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.677, kappa: 0.1448, kb_relative_information_score: 0.1804, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2398, number_of_instances: 1080, predictive_accuracy: 0.2398, prior_entropy: 3.1699, relative_absolute_error: 0.9393, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.971, unweighted_recall: 0.2398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6818, kappa: 0.1375, kb_relative_information_score: 0.1816, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2333, number_of_instances: 1080, predictive_accuracy: 0.2333, prior_entropy: 3.1699, relative_absolute_error: 0.939, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9709, unweighted_recall: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7202, kappa: 0.199, kb_relative_information_score: 0.2313, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.1975, weighted_recall: 0.288, number_of_instances: 1080, predictive_accuracy: 0.288, prior_entropy: 3.1699, relative_absolute_error: 0.9087, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.9581, unweighted_recall: 0.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6846, kappa: 0.1323, kb_relative_information_score: 0.1859, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2287, number_of_instances: 1080, predictive_accuracy: 0.2287, prior_entropy: 3.1699, relative_absolute_error: 0.9378, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.9714, unweighted_recall: 0.2287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7184, kappa: 0.1979, kb_relative_information_score: 0.2313, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.1975, weighted_recall: 0.287, number_of_instances: 1080, predictive_accuracy: 0.287, prior_entropy: 3.1699, relative_absolute_error: 0.9085, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.9575, unweighted_recall: 0.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.8075, kappa: 0.7781, kb_relative_information_score: 0.7875, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8028, number_of_instances: 1080, precision: 0.8176, predictive_accuracy: 0.8028, prior_entropy: 3.1699, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.5375, unweighted_recall: 0.8028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7147, kappa: 0.1948, kb_relative_information_score: 0.2323, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2843, number_of_instances: 1080, predictive_accuracy: 0.2843, prior_entropy: 3.1699, relative_absolute_error: 0.9097, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.957, unweighted_recall: 0.2843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6775, kappa: 0.1531, kb_relative_information_score: 0.184, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2472, number_of_instances: 1080, predictive_accuracy: 0.2472, prior_entropy: 3.1699, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9704, unweighted_recall: 0.2472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.709, kappa: 0.1625, kb_relative_information_score: 0.2036, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2556, number_of_instances: 1080, predictive_accuracy: 0.2556, prior_entropy: 3.1699, relative_absolute_error: 0.9262, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.965, unweighted_recall: 0.2556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6788, kappa: 0.1521, kb_relative_information_score: 0.1816, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2463, number_of_instances: 1080, predictive_accuracy: 0.2463, prior_entropy: 3.1699, relative_absolute_error: 0.9389, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9705, unweighted_recall: 0.2463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9357, f_measure: 0.72, kappa: 0.674, kb_relative_information_score: 0.7008, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.1975, weighted_recall: 0.7102, number_of_instances: 1080, precision: 0.7478, predictive_accuracy: 0.7102, prior_entropy: 3.1699, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6521, unweighted_recall: 0.7102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6919, kappa: 0.1573, kb_relative_information_score: 0.1933, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2509, number_of_instances: 1080, predictive_accuracy: 0.2509, prior_entropy: 3.1699, relative_absolute_error: 0.933, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3042, root_relative_squared_error: 0.9679, unweighted_recall: 0.2509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.6973, kappa: 0.6521, kb_relative_information_score: 0.6683, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.1975, weighted_recall: 0.6907, number_of_instances: 1080, precision: 0.7202, predictive_accuracy: 0.6907, prior_entropy: 3.1699, relative_absolute_error: 0.4, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.7117, unweighted_recall: 0.6907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.8836, kappa: 0.8656, kb_relative_information_score: 0.8715, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8806, number_of_instances: 1080, precision: 0.8908, predictive_accuracy: 0.8806, prior_entropy: 3.1699, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.4253, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9039, kappa: 0.8906, kb_relative_information_score: 0.8938, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.1975, weighted_recall: 0.9028, number_of_instances: 1080, precision: 0.9063, predictive_accuracy: 0.9028, prior_entropy: 3.1699, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.127, root_relative_squared_error: 0.404, unweighted_recall: 0.9028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6791, kappa: 0.1406, kb_relative_information_score: 0.1772, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2361, number_of_instances: 1080, predictive_accuracy: 0.2361, prior_entropy: 3.1699, relative_absolute_error: 0.9416, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9711, unweighted_recall: 0.2361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6793, kappa: 0.1458, kb_relative_information_score: 0.1815, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2407, number_of_instances: 1080, predictive_accuracy: 0.2407, prior_entropy: 3.1699, relative_absolute_error: 0.939, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9706, unweighted_recall: 0.2407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6825, kappa: 0.1479, kb_relative_information_score: 0.1817, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2426, number_of_instances: 1080, predictive_accuracy: 0.2426, prior_entropy: 3.1699, relative_absolute_error: 0.939, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9705, unweighted_recall: 0.2426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7123, kappa: 0.1667, kb_relative_information_score: 0.21, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2593, number_of_instances: 1080, predictive_accuracy: 0.2593, prior_entropy: 3.1699, relative_absolute_error: 0.9231, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.303, root_relative_squared_error: 0.964, unweighted_recall: 0.2593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6825, kappa: 0.15, kb_relative_information_score: 0.1831, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2444, number_of_instances: 1080, predictive_accuracy: 0.2444, prior_entropy: 3.1699, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9709, unweighted_recall: 0.2444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7815, f_measure: 0.3089, kappa: 0.2292, kb_relative_information_score: 0.3054, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.1975, weighted_recall: 0.3148, number_of_instances: 1080, precision: 0.3285, predictive_accuracy: 0.3148, prior_entropy: 3.1699, relative_absolute_error: 0.8326, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2892, root_relative_squared_error: 0.9202, unweighted_recall: 0.3148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6771, kappa: 0.149, kb_relative_information_score: 0.1815, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2435, number_of_instances: 1080, predictive_accuracy: 0.2435, prior_entropy: 3.1699, relative_absolute_error: 0.9389, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9708, unweighted_recall: 0.2435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.7731, kappa: 0.7375, kb_relative_information_score: 0.7559, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.1975, weighted_recall: 0.7667, number_of_instances: 1080, precision: 0.7911, predictive_accuracy: 0.7667, prior_entropy: 3.1699, relative_absolute_error: 0.3085, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.5938, unweighted_recall: 0.7667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7088, kappa: 0.1688, kb_relative_information_score: 0.2084, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2611, number_of_instances: 1080, predictive_accuracy: 0.2611, prior_entropy: 3.1699, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.303, root_relative_squared_error: 0.9641, unweighted_recall: 0.2611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7052, kappa: 0.1563, kb_relative_information_score: 0.2024, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.1975, weighted_recall: 0.25, number_of_instances: 1080, predictive_accuracy: 0.25, prior_entropy: 3.1699, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.9659, unweighted_recall: 0.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7219, kappa: 0.1938, kb_relative_information_score: 0.2185, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2833, number_of_instances: 1080, predictive_accuracy: 0.2833, prior_entropy: 3.1699, relative_absolute_error: 0.9179, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.9569, unweighted_recall: 0.2833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7174, kappa: 0.1823, kb_relative_information_score: 0.1998, mean_absolute_error: 0.1832, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2731, number_of_instances: 1080, predictive_accuracy: 0.2731, prior_entropy: 3.1699, relative_absolute_error: 0.9274, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.9587, unweighted_recall: 0.2731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6831, kappa: 0.1344, kb_relative_information_score: 0.1843, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2306, number_of_instances: 1080, predictive_accuracy: 0.2306, prior_entropy: 3.1699, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9712, unweighted_recall: 0.2306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.683, kappa: 0.1365, kb_relative_information_score: 0.1808, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2324, number_of_instances: 1080, predictive_accuracy: 0.2324, prior_entropy: 3.1699, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9713, unweighted_recall: 0.2324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.3062, kappa: 0.2448, kb_relative_information_score: 0.3025, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.1975, weighted_recall: 0.3287, number_of_instances: 1080, precision: 0.3255, predictive_accuracy: 0.3287, prior_entropy: 3.1699, relative_absolute_error: 0.8393, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.9174, unweighted_recall: 0.3287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.8474, kappa: 0.8188, kb_relative_information_score: 0.8017, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8389, number_of_instances: 1080, precision: 0.8634, predictive_accuracy: 0.8389, prior_entropy: 3.1699, relative_absolute_error: 0.2695, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.482, unweighted_recall: 0.8389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7331, f_measure: 0.2517, kappa: 0.1917, kb_relative_information_score: 0.2326, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2815, number_of_instances: 1080, precision: 0.257, predictive_accuracy: 0.2815, prior_entropy: 3.1699, relative_absolute_error: 0.9069, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.9542, unweighted_recall: 0.2815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.6557, kappa: 0.601, kb_relative_information_score: 0.6234, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.1975, weighted_recall: 0.6454, number_of_instances: 1080, precision: 0.6856, predictive_accuracy: 0.6454, prior_entropy: 3.1699, relative_absolute_error: 0.4863, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.6992, unweighted_recall: 0.6454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7276, f_measure: 0.2251, kappa: 0.1844, kb_relative_information_score: 0.2305, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.1975, weighted_recall: 0.275, number_of_instances: 1080, precision: 0.2255, predictive_accuracy: 0.275, prior_entropy: 3.1699, relative_absolute_error: 0.9079, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.301, root_relative_squared_error: 0.9578, unweighted_recall: 0.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6814, kappa: 0.1396, kb_relative_information_score: 0.182, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2352, number_of_instances: 1080, predictive_accuracy: 0.2352, prior_entropy: 3.1699, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9709, unweighted_recall: 0.2352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.677, kappa: 0.1458, kb_relative_information_score: 0.178, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2407, number_of_instances: 1080, predictive_accuracy: 0.2407, prior_entropy: 3.1699, relative_absolute_error: 0.9409, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.9707, unweighted_recall: 0.2407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9138, kappa: 0.9, kb_relative_information_score: 0.879, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.1975, weighted_recall: 0.9111, number_of_instances: 1080, precision: 0.9199, predictive_accuracy: 0.9111, prior_entropy: 3.1699, relative_absolute_error: 0.1735, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.3744, unweighted_recall: 0.9111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8541, f_measure: 0.4898, kappa: 0.4146, kb_relative_information_score: 0.4493, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.1975, weighted_recall: 0.4796, number_of_instances: 1080, precision: 0.54, predictive_accuracy: 0.4796, prior_entropy: 3.1699, relative_absolute_error: 0.6842, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.8251, unweighted_recall: 0.4796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6754, kappa: 0.1448, kb_relative_information_score: 0.179, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2398, number_of_instances: 1080, predictive_accuracy: 0.2398, prior_entropy: 3.1699, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9712, unweighted_recall: 0.2398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.914, kappa: 0.9021, kb_relative_information_score: 0.891, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.1975, weighted_recall: 0.913, number_of_instances: 1080, precision: 0.9168, predictive_accuracy: 0.913, prior_entropy: 3.1699, relative_absolute_error: 0.1473, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.3826, unweighted_recall: 0.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6834, kappa: 0.1333, kb_relative_information_score: 0.1806, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2296, number_of_instances: 1080, predictive_accuracy: 0.2296, prior_entropy: 3.1699, relative_absolute_error: 0.9397, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.9711, unweighted_recall: 0.2296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6784, kappa: 0.1354, kb_relative_information_score: 0.1835, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2315, number_of_instances: 1080, predictive_accuracy: 0.2315, prior_entropy: 3.1699, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.9716, unweighted_recall: 0.2315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6821, kappa: 0.1406, kb_relative_information_score: 0.1782, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2361, number_of_instances: 1080, predictive_accuracy: 0.2361, prior_entropy: 3.1699, relative_absolute_error: 0.94, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.971, unweighted_recall: 0.2361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6752, kappa: 0.1396, kb_relative_information_score: 0.1811, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2352, number_of_instances: 1080, predictive_accuracy: 0.2352, prior_entropy: 3.1699, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.971, unweighted_recall: 0.2352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6804, kappa: 0.149, kb_relative_information_score: 0.1741, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2435, number_of_instances: 1080, predictive_accuracy: 0.2435, prior_entropy: 3.1699, relative_absolute_error: 0.9427, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9705, unweighted_recall: 0.2435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7149, kappa: 0.1865, kb_relative_information_score: 0.2269, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2769, number_of_instances: 1080, predictive_accuracy: 0.2769, prior_entropy: 3.1699, relative_absolute_error: 0.9138, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.9584, unweighted_recall: 0.2769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7371, kappa: 0.1865, kb_relative_information_score: 0.176, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2769, number_of_instances: 1080, predictive_accuracy: 0.2769, prior_entropy: 3.1699, relative_absolute_error: 0.9374, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.9584, unweighted_recall: 0.2769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6786, kappa: 0.151, kb_relative_information_score: 0.1842, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2454, number_of_instances: 1080, predictive_accuracy: 0.2454, prior_entropy: 3.1699, relative_absolute_error: 0.9376, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9705, unweighted_recall: 0.2454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8337, kappa: 0.8094, kb_relative_information_score: 0.8184, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.1975, weighted_recall: 0.8306, number_of_instances: 1080, precision: 0.8412, predictive_accuracy: 0.8306, prior_entropy: 3.1699, relative_absolute_error: 0.2306, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.5115, unweighted_recall: 0.8306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8425, f_measure: 0.4477, kappa: 0.375, kb_relative_information_score: 0.427, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.1975, weighted_recall: 0.4444, number_of_instances: 1080, precision: 0.4788, predictive_accuracy: 0.4444, prior_entropy: 3.1699, relative_absolute_error: 0.7021, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2659, root_relative_squared_error: 0.8461, unweighted_recall: 0.4444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.7194, kappa: 0.6781, kb_relative_information_score: 0.6814, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.1975, weighted_recall: 0.7139, number_of_instances: 1080, precision: 0.7603, predictive_accuracy: 0.7139, prior_entropy: 3.1699, relative_absolute_error: 0.4158, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.6571, unweighted_recall: 0.7139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7295, f_measure: 0.2295, kappa: 0.1823, kb_relative_information_score: 0.2345, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.1975, weighted_recall: 0.2731, number_of_instances: 1080, precision: 0.241, predictive_accuracy: 0.2731, prior_entropy: 3.1699, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.9555, unweighted_recall: 0.2731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, kappa: 0.1417, kb_relative_information_score: 0.1795, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.1975, weighted_recall: 0.237, number_of_instances: 1080, predictive_accuracy: 0.237, prior_entropy: 3.1699, relative_absolute_error: 0.9392, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.9714, unweighted_recall: 0.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6813, kappa: 0.1427, kb_relative_information_score: 0.1817, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.1975, weighted_recall: 0.238, number_of_instances: 1080, predictive_accuracy: 0.238, prior_entropy: 3.1699, relative_absolute_error: 0.9399, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.305, root_relative_squared_error: 0.9705, unweighted_recall: 0.238,

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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From your own software

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

OpenML APIs