Task
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 145872 Supervised Classification steel-plates-fault 132228 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1728.0414, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.2823, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.626, usercpu_time_millis_testing: 0.496, usercpu_time_millis_training: 0.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1766.186, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.2617, scimark_benchmark: 1864.4009, usercpu_time_millis: 0.614, usercpu_time_millis_testing: 0.487, usercpu_time_millis_training: 0.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9866, kappa: 0.9705, kb_relative_information_score: 1816.9671, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9866, predictive_accuracy: 0.9866, prior_entropy: 0.9313, recall: 0.9866, relative_absolute_error: 0.0709, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.2334, scimark_benchmark: 1852.9382, usercpu_time_millis: 0.604, usercpu_time_millis_testing: 0.594, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1872.7865, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.0358, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1011, root_relative_squared_error: 0.2125, scimark_benchmark: 1849.7379, usercpu_time_millis: 0.576, usercpu_time_millis_testing: 0.437, usercpu_time_millis_training: 0.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1744.2829, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1151, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.2737, scimark_benchmark: 1823.0488, usercpu_time_millis: 0.669, usercpu_time_millis_testing: 0.659, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9846, kappa: 0.966, kb_relative_information_score: 1788.5288, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.2491, scimark_benchmark: 1825.285, usercpu_time_millis: 0.647, usercpu_time_millis_testing: 0.508, usercpu_time_millis_training: 0.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1766.186, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.2617, scimark_benchmark: 1822.3435, usercpu_time_millis: 0.658, usercpu_time_millis_testing: 0.522, usercpu_time_millis_training: 0.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1760.7105, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.126, root_relative_squared_error: 0.2647, scimark_benchmark: 1804.339, usercpu_time_millis: 0.542, usercpu_time_millis_testing: 0.531, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1717.4955, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1309, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.288, scimark_benchmark: 1818.3722, usercpu_time_millis: 0.676, usercpu_time_millis_testing: 0.662, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1887.7956, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.0262, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.2287, scimark_benchmark: 1791.3586, usercpu_time_millis: 0.586, usercpu_time_millis_testing: 0.442, usercpu_time_millis_training: 0.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1872.7865, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.0358, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1011, root_relative_squared_error: 0.2125, scimark_benchmark: 1787.9591, usercpu_time_millis: 0.6, usercpu_time_millis_testing: 0.455, usercpu_time_millis_training: 0.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1733.3996, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1215, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.133, root_relative_squared_error: 0.2795, scimark_benchmark: 1804.339, usercpu_time_millis: 0.677, usercpu_time_millis_testing: 0.537, usercpu_time_millis_training: 0.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9861, kappa: 0.9693, kb_relative_information_score: 1823.003, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 0.9313, recall: 0.9861, relative_absolute_error: 0.0671, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.2302, scimark_benchmark: 1859.5971, usercpu_time_millis: 0.56, usercpu_time_millis_testing: 0.55, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1738.8244, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1183, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.2766, scimark_benchmark: 1861.1173, usercpu_time_millis: 0.631, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 0.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9876, kappa: 0.9727, kb_relative_information_score: 1853.8629, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9313, recall: 0.9876, relative_absolute_error: 0.0473, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.2163, scimark_benchmark: 1832.5388, usercpu_time_millis: 0.585, usercpu_time_millis_testing: 0.452, usercpu_time_millis_training: 0.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1749.7447, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1118, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.2707, scimark_benchmark: 1827.5061, usercpu_time_millis: 0.527, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1733.3996, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1215, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.133, root_relative_squared_error: 0.2795, scimark_benchmark: 1803.8389, usercpu_time_millis: 0.683, usercpu_time_millis_testing: 0.542, usercpu_time_millis_training: 0.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1755.231, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1086, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1274, root_relative_squared_error: 0.2677, scimark_benchmark: 1806.2963, usercpu_time_millis: 0.541, usercpu_time_millis_testing: 0.531, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1760.7105, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.126, root_relative_squared_error: 0.2647, scimark_benchmark: 2006.6749, usercpu_time_millis: 0.509, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9876, kappa: 0.9727, kb_relative_information_score: 1853.8629, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9313, recall: 0.9876, relative_absolute_error: 0.0473, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.2163, scimark_benchmark: 1754.1079, usercpu_time_millis: 0.566, usercpu_time_millis_testing: 0.44, usercpu_time_millis_training: 0.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1760.7105, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.126, root_relative_squared_error: 0.2647, scimark_benchmark: 1868.3139, usercpu_time_millis: 0.492, usercpu_time_millis_testing: 0.482, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9861, kappa: 0.9693, kb_relative_information_score: 1835.066, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 0.9313, recall: 0.9861, relative_absolute_error: 0.0594, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.2242, scimark_benchmark: 1847.1641, usercpu_time_millis: 0.589, usercpu_time_millis_testing: 0.58, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9861, kappa: 0.9693, kb_relative_information_score: 1805.3435, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 0.9313, recall: 0.9861, relative_absolute_error: 0.0782, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.2397, scimark_benchmark: 1823.8777, usercpu_time_millis: 0.669, usercpu_time_millis_testing: 0.659, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1733.3996, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1215, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.133, root_relative_squared_error: 0.2795, scimark_benchmark: 1841.4545, usercpu_time_millis: 0.658, usercpu_time_millis_testing: 0.517, usercpu_time_millis_training: 0.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1760.7105, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.126, root_relative_squared_error: 0.2647, scimark_benchmark: 1759.1817, usercpu_time_millis: 0.527, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1717.4955, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1309, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.288, scimark_benchmark: 1762.502, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.662, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1744.2829, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1151, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.2737, scimark_benchmark: 1720.3356, usercpu_time_millis: 0.71, usercpu_time_millis_testing: 0.697, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1880.4726, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.0311, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1027, root_relative_squared_error: 0.2157, scimark_benchmark: 1846.7059, usercpu_time_millis: 0.57, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 0.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9846, kappa: 0.966, kb_relative_information_score: 1788.5288, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.2491, scimark_benchmark: 1847.3472, usercpu_time_millis: 0.758, usercpu_time_millis_testing: 0.572, usercpu_time_millis_training: 0.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 1777.2423, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9313, recall: 0.984, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1216, root_relative_squared_error: 0.2555, scimark_benchmark: 1849.9157, usercpu_time_millis: 0.762, usercpu_time_millis_testing: 0.577, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1728.0414, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.2823, scimark_benchmark: 1847.4043, usercpu_time_millis: 0.793, usercpu_time_millis_testing: 0.601, usercpu_time_millis_training: 0.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9876, kappa: 0.9727, kb_relative_information_score: 1853.8629, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9313, recall: 0.9876, relative_absolute_error: 0.0473, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.2163, scimark_benchmark: 1755.4795, usercpu_time_millis: 0.613, usercpu_time_millis_testing: 0.472, usercpu_time_millis_training: 0.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9866, kappa: 0.9705, kb_relative_information_score: 1811.0664, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9866, predictive_accuracy: 0.9866, prior_entropy: 0.9313, recall: 0.9866, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.2366, scimark_benchmark: 1753.245, usercpu_time_millis: 0.68, usercpu_time_millis_testing: 0.67, usercpu_time_millis_training: 0.01,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 1777.2423, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9313, recall: 0.984, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1216, root_relative_squared_error: 0.2555, scimark_benchmark: 1757.4543, usercpu_time_millis: 0.671, usercpu_time_millis_testing: 0.523, usercpu_time_millis_training: 0.148,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9861, kappa: 0.9693, kb_relative_information_score: 1835.066, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 0.9313, recall: 0.9861, relative_absolute_error: 0.0594, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.2242, scimark_benchmark: 1857.1406, usercpu_time_millis: 0.726, usercpu_time_millis_testing: 0.712, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1872.7865, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.0358, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1011, root_relative_squared_error: 0.2125, scimark_benchmark: 1862.5393, usercpu_time_millis: 0.71, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 0.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1728.0414, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.2823, scimark_benchmark: 1858.9715, usercpu_time_millis: 0.782, usercpu_time_millis_testing: 0.597, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9866, kappa: 0.9705, kb_relative_information_score: 1816.9671, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9866, predictive_accuracy: 0.9866, prior_entropy: 0.9313, recall: 0.9866, relative_absolute_error: 0.0709, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.2334, scimark_benchmark: 1860.4015, usercpu_time_millis: 0.725, usercpu_time_millis_testing: 0.712, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9861, kappa: 0.9693, kb_relative_information_score: 1835.066, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 0.9313, recall: 0.9861, relative_absolute_error: 0.0594, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.2242, scimark_benchmark: 1858.9715, usercpu_time_millis: 0.72, usercpu_time_millis_testing: 0.706, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9846, kappa: 0.966, kb_relative_information_score: 1782.8511, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.0921, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.2524, scimark_benchmark: 1840.0576, usercpu_time_millis: 0.665, usercpu_time_millis_testing: 0.522, usercpu_time_millis_training: 0.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1722.7349, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.2852, scimark_benchmark: 1852.2779, usercpu_time_millis: 0.666, usercpu_time_millis_testing: 0.525, usercpu_time_millis_training: 0.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1749.7447, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1118, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.2707, scimark_benchmark: 1849.8977, usercpu_time_millis: 0.517, usercpu_time_millis_testing: 0.506, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1860.0614, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.0434, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.2147, scimark_benchmark: 1868.8974, usercpu_time_millis: 0.614, usercpu_time_millis_testing: 0.476, usercpu_time_millis_training: 0.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1717.4955, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1309, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.288, scimark_benchmark: 1866.6776, usercpu_time_millis: 0.71, usercpu_time_millis_testing: 0.696, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1860.0614, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.0434, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.2147, scimark_benchmark: 1825.1664, usercpu_time_millis: 0.76, usercpu_time_millis_testing: 0.565, usercpu_time_millis_training: 0.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1860.0614, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.0434, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.2147, scimark_benchmark: 1866.6776, usercpu_time_millis: 0.609, usercpu_time_millis_testing: 0.455, usercpu_time_millis_training: 0.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9846, kappa: 0.9659, kb_relative_information_score: 1799.709, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1156, root_relative_squared_error: 0.2428, scimark_benchmark: 1863.4543, usercpu_time_millis: 0.642, usercpu_time_millis_testing: 0.63, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 1771.7049, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9313, recall: 0.984, relative_absolute_error: 0.0988, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1231, root_relative_squared_error: 0.2587, scimark_benchmark: 1861.3749, usercpu_time_millis: 0.664, usercpu_time_millis_testing: 0.51, usercpu_time_millis_training: 0.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1760.7105, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.126, root_relative_squared_error: 0.2647, scimark_benchmark: 1830.2161, usercpu_time_millis: 0.652, usercpu_time_millis_testing: 0.635, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1738.8244, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1183, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.2766, scimark_benchmark: 1823.0546, usercpu_time_millis: 0.834, usercpu_time_millis_testing: 0.623, usercpu_time_millis_training: 0.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9846, kappa: 0.9659, kb_relative_information_score: 1799.709, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1156, root_relative_squared_error: 0.2428, scimark_benchmark: 1870.4545, usercpu_time_millis: 0.612, usercpu_time_millis_testing: 0.602, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9861, kappa: 0.9693, kb_relative_information_score: 1835.066, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 0.9313, recall: 0.9861, relative_absolute_error: 0.0594, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.2242, scimark_benchmark: 1877.2162, usercpu_time_millis: 0.594, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 1777.2423, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9313, recall: 0.984, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1216, root_relative_squared_error: 0.2555, scimark_benchmark: 1861.3749, usercpu_time_millis: 0.617, usercpu_time_millis_testing: 0.487, usercpu_time_millis_training: 0.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9866, kappa: 0.9705, kb_relative_information_score: 1816.9671, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9866, predictive_accuracy: 0.9866, prior_entropy: 0.9313, recall: 0.9866, relative_absolute_error: 0.0709, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.2334, scimark_benchmark: 1874.977, usercpu_time_millis: 0.601, usercpu_time_millis_testing: 0.59, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 1777.2423, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9313, recall: 0.984, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1216, root_relative_squared_error: 0.2555, scimark_benchmark: 1862.932, usercpu_time_millis: 0.695, usercpu_time_millis_testing: 0.537, usercpu_time_millis_training: 0.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9866, kappa: 0.9705, kb_relative_information_score: 1841.2982, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9866, predictive_accuracy: 0.9866, prior_entropy: 0.9313, recall: 0.9866, relative_absolute_error: 0.0554, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1052, root_relative_squared_error: 0.2211, scimark_benchmark: 1878.3273, usercpu_time_millis: 0.44, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.984, kappa: 0.9648, kb_relative_information_score: 1777.2423, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9313, recall: 0.984, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1216, root_relative_squared_error: 0.2555, scimark_benchmark: 1861.3749, usercpu_time_millis: 0.679, usercpu_time_millis_testing: 0.524, usercpu_time_millis_training: 0.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9835, kappa: 0.9637, kb_relative_information_score: 1755.231, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.1086, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1274, root_relative_squared_error: 0.2677, scimark_benchmark: 1873.9908, usercpu_time_millis: 0.503, usercpu_time_millis_testing: 0.492, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1722.7349, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.2852, scimark_benchmark: 1877.2162, usercpu_time_millis: 0.638, usercpu_time_millis_testing: 0.503, usercpu_time_millis_training: 0.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1866.0886, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.2132, scimark_benchmark: 1867.1999, usercpu_time_millis: 0.623, usercpu_time_millis_testing: 0.463, usercpu_time_millis_training: 0.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9825, kappa: 0.9615, kb_relative_information_score: 1717.4955, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.1309, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.288, scimark_benchmark: 1866.6776, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.693, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9882, kappa: 0.9739, kb_relative_information_score: 1887.7956, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.0262, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.2287, scimark_benchmark: 1877.2162, usercpu_time_millis: 0.513, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 0.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9866, kappa: 0.9705, kb_relative_information_score: 1829.0588, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9866, predictive_accuracy: 0.9866, prior_entropy: 0.9313, recall: 0.9866, relative_absolute_error: 0.0633, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.2272, scimark_benchmark: 1871.7905, usercpu_time_millis: 0.567, usercpu_time_millis_testing: 0.556, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9846, kappa: 0.966, kb_relative_information_score: 1782.8511, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.0921, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.2524, scimark_benchmark: 1830.4656, usercpu_time_millis: 0.651, usercpu_time_millis_testing: 0.503, usercpu_time_millis_training: 0.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9876, kappa: 0.9727, kb_relative_information_score: 1853.8629, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9313, recall: 0.9876, relative_absolute_error: 0.0473, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.2163, scimark_benchmark: 1834.9748, usercpu_time_millis: 0.627, usercpu_time_millis_testing: 0.475, usercpu_time_millis_training: 0.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9846, kappa: 0.966, kb_relative_information_score: 1782.8511, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.0921, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.2524, scimark_benchmark: 1871.0479, usercpu_time_millis: 0.607, usercpu_time_millis_testing: 0.477, usercpu_time_millis_training: 0.13,

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