OpenML
Supervised Classification on phoneme

Supervised Classification on phoneme

Task 145857 Supervised Classification phoneme 102354 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.8984, kappa: 0.7526, kb_relative_information_score: 3617.6036, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8982, predictive_accuracy: 0.8995, prior_entropy: 0.8733, recall: 0.8995, relative_absolute_error: 0.3274, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2765, root_relative_squared_error: 0.6071, scimark_benchmark: 1737.9823, usercpu_time_millis: 0.696, usercpu_time_millis_testing: 0.686, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.9057, kappa: 0.7706, kb_relative_information_score: 3776.6179, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9055, predictive_accuracy: 0.9066, prior_entropy: 0.8733, recall: 0.9066, relative_absolute_error: 0.2943, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.6065, scimark_benchmark: 1734.3333, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.676, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9441, f_measure: 0.8829, kappa: 0.7149, kb_relative_information_score: 3145.5035, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8825, predictive_accuracy: 0.8842, prior_entropy: 0.8733, recall: 0.8842, relative_absolute_error: 0.4193, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.6403, scimark_benchmark: 1730.3705, usercpu_time_millis: 0.797, usercpu_time_millis_testing: 0.787, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.8825, kappa: 0.7139, kb_relative_information_score: 3121.6415, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8821, predictive_accuracy: 0.8838, prior_entropy: 0.8733, recall: 0.8838, relative_absolute_error: 0.4238, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2926, root_relative_squared_error: 0.6426, scimark_benchmark: 1725.3223, usercpu_time_millis: 0.802, usercpu_time_millis_testing: 0.792, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9441, f_measure: 0.8829, kappa: 0.7149, kb_relative_information_score: 3145.5035, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8825, predictive_accuracy: 0.8842, prior_entropy: 0.8733, recall: 0.8842, relative_absolute_error: 0.4193, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.6403, scimark_benchmark: 1802.4453, usercpu_time_millis: 0.756, usercpu_time_millis_testing: 0.749, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8857, kappa: 0.7216, kb_relative_information_score: 3198.2563, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8853, predictive_accuracy: 0.8869, prior_entropy: 0.8733, recall: 0.8869, relative_absolute_error: 0.4095, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.6353, scimark_benchmark: 1804.9183, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.725, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.8984, kappa: 0.7526, kb_relative_information_score: 3617.6036, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8982, predictive_accuracy: 0.8995, prior_entropy: 0.8733, recall: 0.8995, relative_absolute_error: 0.3274, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2765, root_relative_squared_error: 0.6071, scimark_benchmark: 1844.7258, usercpu_time_millis: 0.653, usercpu_time_millis_testing: 0.644, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8766, kappa: 0.6999, kb_relative_information_score: 3021.679, mean_absolute_error: 0.1835, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8762, predictive_accuracy: 0.8779, prior_entropy: 0.8733, recall: 0.8779, relative_absolute_error: 0.4425, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2971, root_relative_squared_error: 0.6525, scimark_benchmark: 2142.1815, usercpu_time_millis: 0.658, usercpu_time_millis_testing: 0.651, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8868, kappa: 0.7242, kb_relative_information_score: 3227.5166, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8864, predictive_accuracy: 0.888, prior_entropy: 0.8733, recall: 0.888, relative_absolute_error: 0.4041, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.288, root_relative_squared_error: 0.6326, scimark_benchmark: 1847.3406, usercpu_time_millis: 0.713, usercpu_time_millis_testing: 0.704, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8712, kappa: 0.6866, kb_relative_information_score: 2956.2192, mean_absolute_error: 0.1886, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8707, predictive_accuracy: 0.8725, prior_entropy: 0.8733, recall: 0.8725, relative_absolute_error: 0.4547, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.6593, scimark_benchmark: 1837.1955, usercpu_time_millis: 0.811, usercpu_time_millis_testing: 0.802, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.8825, kappa: 0.7139, kb_relative_information_score: 3121.6415, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8821, predictive_accuracy: 0.8838, prior_entropy: 0.8733, recall: 0.8838, relative_absolute_error: 0.4238, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2926, root_relative_squared_error: 0.6426, scimark_benchmark: 1841.1108, usercpu_time_millis: 0.739, usercpu_time_millis_testing: 0.729, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.8806, kappa: 0.7093, kb_relative_information_score: 3099.1903, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8802, predictive_accuracy: 0.8819, prior_entropy: 0.8733, recall: 0.8819, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.6448, scimark_benchmark: 1836.2249, usercpu_time_millis: 0.774, usercpu_time_millis_testing: 0.765, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8746, kappa: 0.695, kb_relative_information_score: 3004.3656, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8741, predictive_accuracy: 0.8758, prior_entropy: 0.8733, recall: 0.8758, relative_absolute_error: 0.4458, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2979, root_relative_squared_error: 0.6543, scimark_benchmark: 1840.0576, usercpu_time_millis: 0.784, usercpu_time_millis_testing: 0.776, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.8825, kappa: 0.7139, kb_relative_information_score: 3121.6415, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8821, predictive_accuracy: 0.8838, prior_entropy: 0.8733, recall: 0.8838, relative_absolute_error: 0.4238, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2926, root_relative_squared_error: 0.6426, scimark_benchmark: 1840.7617, usercpu_time_millis: 0.765, usercpu_time_millis_testing: 0.757, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.8776, kappa: 0.7024, kb_relative_information_score: 3039.7505, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8772, predictive_accuracy: 0.8788, prior_entropy: 0.8733, recall: 0.8788, relative_absolute_error: 0.4391, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.6507, scimark_benchmark: 1845.264, usercpu_time_millis: 0.773, usercpu_time_millis_testing: 0.765, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9441, f_measure: 0.8829, kappa: 0.7149, kb_relative_information_score: 3145.5035, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8825, predictive_accuracy: 0.8842, prior_entropy: 0.8733, recall: 0.8842, relative_absolute_error: 0.4193, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.6403, scimark_benchmark: 1841.2811, usercpu_time_millis: 0.761, usercpu_time_millis_testing: 0.751, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8879, kappa: 0.7269, kb_relative_information_score: 3258.485, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8876, predictive_accuracy: 0.8892, prior_entropy: 0.8733, recall: 0.8892, relative_absolute_error: 0.3983, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.6298, scimark_benchmark: 1824.6149, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.705, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9057, kappa: 0.7706, kb_relative_information_score: 3999.7772, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9055, predictive_accuracy: 0.9066, prior_entropy: 0.8733, recall: 0.9066, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.6311, scimark_benchmark: 1832.1165, usercpu_time_millis: 0.661, usercpu_time_millis_testing: 0.652, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.8922, kappa: 0.7375, kb_relative_information_score: 3445.9166, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.892, predictive_accuracy: 0.8934, prior_entropy: 0.8733, recall: 0.8934, relative_absolute_error: 0.3618, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.6155, scimark_benchmark: 1797.2237, usercpu_time_millis: 0.687, usercpu_time_millis_testing: 0.678, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.8984, kappa: 0.7526, kb_relative_information_score: 3552.1477, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8982, predictive_accuracy: 0.8995, prior_entropy: 0.8733, recall: 0.8995, relative_absolute_error: 0.3406, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.6098, scimark_benchmark: 1838.1026, usercpu_time_millis: 0.677, usercpu_time_millis_testing: 0.667, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.8723, kappa: 0.6892, kb_relative_information_score: 2971.6589, mean_absolute_error: 0.1874, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8718, predictive_accuracy: 0.8736, prior_entropy: 0.8733, recall: 0.8736, relative_absolute_error: 0.4519, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.6577, scimark_benchmark: 1832.5189, usercpu_time_millis: 0.783, usercpu_time_millis_testing: 0.774, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.8886, kappa: 0.7288, kb_relative_information_score: 3291.3631, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8883, predictive_accuracy: 0.8899, prior_entropy: 0.8733, recall: 0.8899, relative_absolute_error: 0.3922, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.627, scimark_benchmark: 1812.1785, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.684, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.8825, kappa: 0.7139, kb_relative_information_score: 3121.6415, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8821, predictive_accuracy: 0.8838, prior_entropy: 0.8733, recall: 0.8838, relative_absolute_error: 0.4238, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2926, root_relative_squared_error: 0.6426, scimark_benchmark: 1804.869, usercpu_time_millis: 0.73, usercpu_time_millis_testing: 0.724, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8712, kappa: 0.6866, kb_relative_information_score: 2956.2192, mean_absolute_error: 0.1886, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8707, predictive_accuracy: 0.8725, prior_entropy: 0.8733, recall: 0.8725, relative_absolute_error: 0.4547, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.6593, scimark_benchmark: 1822.9497, usercpu_time_millis: 0.78, usercpu_time_millis_testing: 0.772, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8879, kappa: 0.7269, kb_relative_information_score: 3258.485, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8876, predictive_accuracy: 0.8892, prior_entropy: 0.8733, recall: 0.8892, relative_absolute_error: 0.3983, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.6298, scimark_benchmark: 1802.1832, usercpu_time_millis: 0.703, usercpu_time_millis_testing: 0.695, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.8723, kappa: 0.6892, kb_relative_information_score: 2971.6589, mean_absolute_error: 0.1874, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8718, predictive_accuracy: 0.8736, prior_entropy: 0.8733, recall: 0.8736, relative_absolute_error: 0.4519, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.6577, scimark_benchmark: 1840.9536, usercpu_time_millis: 0.839, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8712, kappa: 0.6866, kb_relative_information_score: 2956.2192, mean_absolute_error: 0.1886, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8707, predictive_accuracy: 0.8725, prior_entropy: 0.8733, recall: 0.8725, relative_absolute_error: 0.4547, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.6593, scimark_benchmark: 1836.5612, usercpu_time_millis: 0.798, usercpu_time_millis_testing: 0.788, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.8883, kappa: 0.7278, kb_relative_information_score: 3326.1499, mean_absolute_error: 0.1599, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.888, predictive_accuracy: 0.8895, prior_entropy: 0.8733, recall: 0.8895, relative_absolute_error: 0.3855, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2842, root_relative_squared_error: 0.6242, scimark_benchmark: 1833.1031, usercpu_time_millis: 0.743, usercpu_time_millis_testing: 0.736, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.9057, kappa: 0.7706, kb_relative_information_score: 3776.6179, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9055, predictive_accuracy: 0.9066, prior_entropy: 0.8733, recall: 0.9066, relative_absolute_error: 0.2943, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.6065, scimark_benchmark: 1746.63, usercpu_time_millis: 0.682, usercpu_time_millis_testing: 0.673, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.8701, kappa: 0.6838, kb_relative_information_score: 2941.3593, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8695, predictive_accuracy: 0.8714, prior_entropy: 0.8733, recall: 0.8714, relative_absolute_error: 0.4575, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.6609, scimark_benchmark: 1735.6674, usercpu_time_millis: 0.839, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.8894, kappa: 0.7308, kb_relative_information_score: 3402.6446, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8891, predictive_accuracy: 0.8906, prior_entropy: 0.8733, recall: 0.8906, relative_absolute_error: 0.3705, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2816, root_relative_squared_error: 0.6184, scimark_benchmark: 1725.2091, usercpu_time_millis: 0.732, usercpu_time_millis_testing: 0.72, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.8956, kappa: 0.7456, kb_relative_information_score: 3495.1292, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8954, predictive_accuracy: 0.8967, prior_entropy: 0.8733, recall: 0.8967, relative_absolute_error: 0.352, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.279, root_relative_squared_error: 0.6127, scimark_benchmark: 1723.5031, usercpu_time_millis: 0.725, usercpu_time_millis_testing: 0.715, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.8984, kappa: 0.7526, kb_relative_information_score: 3552.1477, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8982, predictive_accuracy: 0.8995, prior_entropy: 0.8733, recall: 0.8995, relative_absolute_error: 0.3406, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.6098, scimark_benchmark: 1813.2325, usercpu_time_millis: 0.677, usercpu_time_millis_testing: 0.667, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.9057, kappa: 0.7706, kb_relative_information_score: 3776.6179, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9055, predictive_accuracy: 0.9066, prior_entropy: 0.8733, recall: 0.9066, relative_absolute_error: 0.2943, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.6065, scimark_benchmark: 1814.6452, usercpu_time_millis: 0.659, usercpu_time_millis_testing: 0.649, usercpu_time_millis_training: 0.01,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9057, kappa: 0.7706, kb_relative_information_score: 3999.7772, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9055, predictive_accuracy: 0.9066, prior_entropy: 0.8733, recall: 0.9066, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.6311, scimark_benchmark: 1853.3841, usercpu_time_millis: 0.629, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.8883, kappa: 0.7278, kb_relative_information_score: 3326.1499, mean_absolute_error: 0.1599, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.888, predictive_accuracy: 0.8895, prior_entropy: 0.8733, recall: 0.8895, relative_absolute_error: 0.3855, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2842, root_relative_squared_error: 0.6242, scimark_benchmark: 2144.6122, usercpu_time_millis: 0.595, usercpu_time_millis_testing: 0.589, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9057, kappa: 0.7706, kb_relative_information_score: 3999.7772, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9055, predictive_accuracy: 0.9066, prior_entropy: 0.8733, recall: 0.9066, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.6311, scimark_benchmark: 2119.4054, usercpu_time_millis: 0.55, usercpu_time_millis_testing: 0.543, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.8883, kappa: 0.7278, kb_relative_information_score: 3326.1499, mean_absolute_error: 0.1599, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.888, predictive_accuracy: 0.8895, prior_entropy: 0.8733, recall: 0.8895, relative_absolute_error: 0.3855, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2842, root_relative_squared_error: 0.6242, scimark_benchmark: 1846.8212, usercpu_time_millis: 0.699, usercpu_time_millis_testing: 0.69, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8868, kappa: 0.7242, kb_relative_information_score: 3227.5166, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8864, predictive_accuracy: 0.888, prior_entropy: 0.8733, recall: 0.888, relative_absolute_error: 0.4041, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.288, root_relative_squared_error: 0.6326, scimark_benchmark: 2122.1325, usercpu_time_millis: 0.61, usercpu_time_millis_testing: 0.604, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9057, kappa: 0.7706, kb_relative_information_score: 3999.7772, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9055, predictive_accuracy: 0.9066, prior_entropy: 0.8733, recall: 0.9066, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.6311, scimark_benchmark: 1828.4104, usercpu_time_millis: 0.639, usercpu_time_millis_testing: 0.63, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.8776, kappa: 0.7024, kb_relative_information_score: 3039.7505, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8772, predictive_accuracy: 0.8788, prior_entropy: 0.8733, recall: 0.8788, relative_absolute_error: 0.4391, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.6507, scimark_benchmark: 1829.4635, usercpu_time_millis: 0.757, usercpu_time_millis_testing: 0.749, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.8886, kappa: 0.7288, kb_relative_information_score: 3291.3631, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8883, predictive_accuracy: 0.8899, prior_entropy: 0.8733, recall: 0.8899, relative_absolute_error: 0.3922, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.627, scimark_benchmark: 1844.8764, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.711, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8766, kappa: 0.6999, kb_relative_information_score: 3021.679, mean_absolute_error: 0.1835, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8762, predictive_accuracy: 0.8779, prior_entropy: 0.8733, recall: 0.8779, relative_absolute_error: 0.4425, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2971, root_relative_squared_error: 0.6525, scimark_benchmark: 1830.0308, usercpu_time_millis: 0.773, usercpu_time_millis_testing: 0.764, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.9057, kappa: 0.7706, kb_relative_information_score: 4090.9213, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9055, predictive_accuracy: 0.9066, prior_entropy: 0.8733, recall: 0.9066, relative_absolute_error: 0.2253, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3057, root_relative_squared_error: 0.6713, scimark_benchmark: 1831.6625, usercpu_time_millis: 0.638, usercpu_time_millis_testing: 0.628, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8857, kappa: 0.7216, kb_relative_information_score: 3198.2563, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8853, predictive_accuracy: 0.8869, prior_entropy: 0.8733, recall: 0.8869, relative_absolute_error: 0.4095, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.6353, scimark_benchmark: 1832.1215, usercpu_time_millis: 0.739, usercpu_time_millis_testing: 0.728, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9057, kappa: 0.7706, kb_relative_information_score: 3999.7772, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9055, predictive_accuracy: 0.9066, prior_entropy: 0.8733, recall: 0.9066, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.6311, scimark_benchmark: 1847.3406, usercpu_time_millis: 0.638, usercpu_time_millis_testing: 0.631, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8784, kappa: 0.7041, kb_relative_information_score: 3078.3005, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.878, predictive_accuracy: 0.8797, prior_entropy: 0.8733, recall: 0.8797, relative_absolute_error: 0.4319, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2946, root_relative_squared_error: 0.6469, scimark_benchmark: 1829.5405, usercpu_time_millis: 0.763, usercpu_time_millis_testing: 0.754, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9469, f_measure: 0.8892, kappa: 0.73, kb_relative_information_score: 3363.1202, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8889, predictive_accuracy: 0.8905, prior_entropy: 0.8733, recall: 0.8905, relative_absolute_error: 0.3784, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.6213, scimark_benchmark: 1824.6681, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.704, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9057, kappa: 0.7706, kb_relative_information_score: 3999.7772, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9055, predictive_accuracy: 0.9066, prior_entropy: 0.8733, recall: 0.9066, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.6311, scimark_benchmark: 1831.1557, usercpu_time_millis: 0.622, usercpu_time_millis_testing: 0.614, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8857, kappa: 0.7216, kb_relative_information_score: 3198.2563, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8853, predictive_accuracy: 0.8869, prior_entropy: 0.8733, recall: 0.8869, relative_absolute_error: 0.4095, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.6353, scimark_benchmark: 1800.8215, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.725, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9417, f_measure: 0.8779, kappa: 0.7029, kb_relative_information_score: 3058.5982, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8774, predictive_accuracy: 0.8792, prior_entropy: 0.8733, recall: 0.8792, relative_absolute_error: 0.4356, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.6488, scimark_benchmark: 1835.1458, usercpu_time_millis: 0.787, usercpu_time_millis_testing: 0.776, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.8691, kappa: 0.6814, kb_relative_information_score: 2927.0177, mean_absolute_error: 0.1909, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8685, predictive_accuracy: 0.8705, prior_entropy: 0.8733, recall: 0.8705, relative_absolute_error: 0.4602, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.6624, scimark_benchmark: 1846.8212, usercpu_time_millis: 0.814, usercpu_time_millis_testing: 0.807, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.8776, kappa: 0.7024, kb_relative_information_score: 3039.7505, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8772, predictive_accuracy: 0.8788, prior_entropy: 0.8733, recall: 0.8788, relative_absolute_error: 0.4391, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.6507, scimark_benchmark: 1819.8735, usercpu_time_millis: 0.753, usercpu_time_millis_testing: 0.745, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.885, kappa: 0.72, kb_relative_information_score: 3170.8713, mean_absolute_error: 0.1719, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8846, predictive_accuracy: 0.8862, prior_entropy: 0.8733, recall: 0.8862, relative_absolute_error: 0.4146, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.6379, scimark_benchmark: 1825.319, usercpu_time_millis: 0.725, usercpu_time_millis_testing: 0.715, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.8691, kappa: 0.6814, kb_relative_information_score: 2927.0177, mean_absolute_error: 0.1909, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8685, predictive_accuracy: 0.8705, prior_entropy: 0.8733, recall: 0.8705, relative_absolute_error: 0.4602, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.6624, scimark_benchmark: 1812.1785, usercpu_time_millis: 0.792, usercpu_time_millis_testing: 0.783, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.8886, kappa: 0.7288, kb_relative_information_score: 3291.3631, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8883, predictive_accuracy: 0.8899, prior_entropy: 0.8733, recall: 0.8899, relative_absolute_error: 0.3922, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.627, scimark_benchmark: 1799.1221, usercpu_time_millis: 0.699, usercpu_time_millis_testing: 0.691, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.8883, kappa: 0.7278, kb_relative_information_score: 3326.1499, mean_absolute_error: 0.1599, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.888, predictive_accuracy: 0.8895, prior_entropy: 0.8733, recall: 0.8895, relative_absolute_error: 0.3855, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2842, root_relative_squared_error: 0.6242, scimark_benchmark: 1846.9558, usercpu_time_millis: 0.703, usercpu_time_millis_testing: 0.694, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.9057, kappa: 0.7706, kb_relative_information_score: 3999.7772, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9055, predictive_accuracy: 0.9066, prior_entropy: 0.8733, recall: 0.9066, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.6311, scimark_benchmark: 1794.9948, usercpu_time_millis: 0.651, usercpu_time_millis_testing: 0.643, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.8984, kappa: 0.7526, kb_relative_information_score: 3552.1477, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8982, predictive_accuracy: 0.8995, prior_entropy: 0.8733, recall: 0.8995, relative_absolute_error: 0.3406, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.6098, scimark_benchmark: 1791.6884, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.675, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.8984, kappa: 0.7526, kb_relative_information_score: 3552.1477, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8982, predictive_accuracy: 0.8995, prior_entropy: 0.8733, recall: 0.8995, relative_absolute_error: 0.3406, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.6098, scimark_benchmark: 1743.4678, usercpu_time_millis: 0.702, usercpu_time_millis_testing: 0.691, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8857, kappa: 0.7216, kb_relative_information_score: 3198.2563, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8853, predictive_accuracy: 0.8869, prior_entropy: 0.8733, recall: 0.8869, relative_absolute_error: 0.4095, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.6353, scimark_benchmark: 1738.7173, usercpu_time_millis: 0.764, usercpu_time_millis_testing: 0.753, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8746, kappa: 0.695, kb_relative_information_score: 3004.3656, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8741, predictive_accuracy: 0.8758, prior_entropy: 0.8733, recall: 0.8758, relative_absolute_error: 0.4458, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2979, root_relative_squared_error: 0.6543, scimark_benchmark: 1726.3126, usercpu_time_millis: 0.834, usercpu_time_millis_testing: 0.826, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.8691, kappa: 0.6814, kb_relative_information_score: 2927.0177, mean_absolute_error: 0.1909, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8685, predictive_accuracy: 0.8705, prior_entropy: 0.8733, recall: 0.8705, relative_absolute_error: 0.4602, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.6624, scimark_benchmark: 1727.0501, usercpu_time_millis: 0.86, usercpu_time_millis_testing: 0.851, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.8723, kappa: 0.6892, kb_relative_information_score: 2971.6589, mean_absolute_error: 0.1874, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8718, predictive_accuracy: 0.8736, prior_entropy: 0.8733, recall: 0.8736, relative_absolute_error: 0.4519, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.6577, scimark_benchmark: 1810.2029, usercpu_time_millis: 0.808, usercpu_time_millis_testing: 0.8, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.885, kappa: 0.72, kb_relative_information_score: 3170.8713, mean_absolute_error: 0.1719, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8846, predictive_accuracy: 0.8862, prior_entropy: 0.8733, recall: 0.8862, relative_absolute_error: 0.4146, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.6379, scimark_benchmark: 1814.2035, usercpu_time_millis: 0.747, usercpu_time_millis_testing: 0.74, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.8701, kappa: 0.6838, kb_relative_information_score: 2941.3593, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8695, predictive_accuracy: 0.8714, prior_entropy: 0.8733, recall: 0.8714, relative_absolute_error: 0.4575, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.6609, scimark_benchmark: 1847.3589, usercpu_time_millis: 0.792, usercpu_time_millis_testing: 0.783, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.8776, kappa: 0.7024, kb_relative_information_score: 3039.7505, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8772, predictive_accuracy: 0.8788, prior_entropy: 0.8733, recall: 0.8788, relative_absolute_error: 0.4391, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.6507, scimark_benchmark: 2151.1929, usercpu_time_millis: 0.657, usercpu_time_millis_testing: 0.647, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8766, kappa: 0.6999, kb_relative_information_score: 3021.679, mean_absolute_error: 0.1835, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8762, predictive_accuracy: 0.8779, prior_entropy: 0.8733, recall: 0.8779, relative_absolute_error: 0.4425, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2971, root_relative_squared_error: 0.6525, scimark_benchmark: 2120.6144, usercpu_time_millis: 0.661, usercpu_time_millis_testing: 0.655, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8739, kappa: 0.6932, kb_relative_information_score: 2987.6424, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8734, predictive_accuracy: 0.8751, prior_entropy: 0.8733, recall: 0.8751, relative_absolute_error: 0.4489, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.656, scimark_benchmark: 1846.4335, usercpu_time_millis: 0.783, usercpu_time_millis_testing: 0.773, usercpu_time_millis_training: 0.01,

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

OpenML bootcamp

From your own software

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

OpenML APIs