OpenML
Supervised Classification on pc1

Supervised Classification on pc1

Task 3918 Supervised Classification pc1 147053 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.91, kappa: 0.1578, kb_relative_information_score: -511.4223, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9116, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.8924, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.9179, scimark_benchmark: 1852.0263, usercpu_time_millis: 3.688, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 3.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.9228, kappa: 0.317, kb_relative_information_score: -255.6168, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9204, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.78, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.8789, scimark_benchmark: 1843.2687, usercpu_time_millis: 8.305, usercpu_time_millis_testing: 0.96, usercpu_time_millis_training: 7.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.9243, kappa: 0.3386, kb_relative_information_score: -328.7817, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9214, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7957, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.8907, scimark_benchmark: 1866.1679, usercpu_time_millis: 14.527, usercpu_time_millis_testing: 0.56, usercpu_time_millis_training: 13.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.9285, kappa: 0.3635, kb_relative_information_score: -356.3707, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9293, predictive_accuracy: 0.9405, prior_entropy: 0.3667, recall: 0.9405, relative_absolute_error: 0.8253, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.8885, scimark_benchmark: 1748.0598, usercpu_time_millis: 6.885, usercpu_time_millis_testing: 0.473, usercpu_time_millis_training: 6.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.9118, kappa: 0.177, kb_relative_information_score: -423.7755, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9144, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8721, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.9043, scimark_benchmark: 1862.932, usercpu_time_millis: 1.705, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 1.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.9264, kappa: 0.3686, kb_relative_information_score: -249.7601, mean_absolute_error: 0.0988, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9231, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7604, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.9018, scimark_benchmark: 1748.0598, usercpu_time_millis: 18.519, usercpu_time_millis_testing: 0.764, usercpu_time_millis_training: 17.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.9257, kappa: 0.3529, kb_relative_information_score: -296.0599, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.923, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7776, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.225, root_relative_squared_error: 0.8853, scimark_benchmark: 1841.8533, usercpu_time_millis: 7.305, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 6.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.921, kappa: 0.3324, kb_relative_information_score: -202.6876, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9165, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.7421, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.9155, scimark_benchmark: 1869.9351, usercpu_time_millis: 25.137, usercpu_time_millis_testing: 1.035, usercpu_time_millis_training: 24.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.9118, kappa: 0.177, kb_relative_information_score: -429.2298, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9144, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8702, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9048, scimark_benchmark: 1851.6515, usercpu_time_millis: 3.621, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 3.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8596, f_measure: 0.917, kappa: 0.2324, kb_relative_information_score: -402.0528, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9214, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.8611, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2286, root_relative_squared_error: 0.8993, scimark_benchmark: 1734.9281, usercpu_time_millis: 1.254, usercpu_time_millis_testing: 0.139, usercpu_time_millis_training: 1.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8393, f_measure: 0.9087, kappa: 0.1412, kb_relative_information_score: -513.9087, mean_absolute_error: 0.1177, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9117, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.9062, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.9215, scimark_benchmark: 1843.7226, usercpu_time_millis: 4.455, usercpu_time_millis_testing: 0.568, usercpu_time_millis_training: 3.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8723, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -300.0272, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9225, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7843, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.8834, scimark_benchmark: 1903.9329, usercpu_time_millis: 5.819, usercpu_time_millis_testing: 0.235, usercpu_time_millis_training: 5.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, f_measure: 0.9264, kappa: 0.357, kb_relative_information_score: -346.4503, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9241, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7882, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.9003, scimark_benchmark: 1867.2711, usercpu_time_millis: 0.284, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.9036, kappa: 0.0702, kb_relative_information_score: -347.0326, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9377, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8588, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.8973, scimark_benchmark: 1854.8036, usercpu_time_millis: 2.176, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 1.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8744, f_measure: 0.9243, kappa: 0.3386, kb_relative_information_score: -315.3813, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9214, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7919, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.8868, scimark_benchmark: 1846.4972, usercpu_time_millis: 3.816, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 3.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.924, kappa: 0.3176, kb_relative_information_score: -315.4138, mean_absolute_error: 0.1046, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9244, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.8056, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.8789, scimark_benchmark: 1853.4563, usercpu_time_millis: 3.567, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 3.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.91, kappa: 0.1578, kb_relative_information_score: -446.8526, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9116, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.8806, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.909, scimark_benchmark: 1864.6653, usercpu_time_millis: 2.324, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 2.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -348.4882, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9225, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.8128, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.8903, scimark_benchmark: 1916.8082, usercpu_time_millis: 11.605, usercpu_time_millis_testing: 0.573, usercpu_time_millis_training: 11.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8461, f_measure: 0.9223, kappa: 0.3513, kb_relative_information_score: -179.6244, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9182, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.7332, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2364, root_relative_squared_error: 0.9302, scimark_benchmark: 1864.4376, usercpu_time_millis: 15.427, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 14.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8728, f_measure: 0.9146, kappa: 0.2108, kb_relative_information_score: -249.2096, mean_absolute_error: 0.1055, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9167, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.8123, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.883, scimark_benchmark: 1857.5622, usercpu_time_millis: 8.378, usercpu_time_millis_testing: 1.257, usercpu_time_millis_training: 7.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.9284, kappa: 0.3571, kb_relative_information_score: -341.878, mean_absolute_error: 0.1065, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9311, predictive_accuracy: 0.9414, prior_entropy: 0.3667, recall: 0.9414, relative_absolute_error: 0.8199, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.8864, scimark_benchmark: 1964.5188, usercpu_time_millis: 6.95, usercpu_time_millis_testing: 0.536, usercpu_time_millis_training: 6.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.9243, kappa: 0.3386, kb_relative_information_score: -363.8584, mean_absolute_error: 0.1055, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9214, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.8124, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.8957, scimark_benchmark: 1839.5353, usercpu_time_millis: 2.603, usercpu_time_millis_testing: 0.116, usercpu_time_millis_training: 2.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.9278, kappa: 0.3767, kb_relative_information_score: -294.3933, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.925, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7819, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.8978, scimark_benchmark: 1894.7739, usercpu_time_millis: 13.483, usercpu_time_millis_testing: 0.607, usercpu_time_millis_training: 12.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8711, f_measure: 0.9243, kappa: 0.3386, kb_relative_information_score: -321.1819, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9214, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.8895, scimark_benchmark: 1865.7826, usercpu_time_millis: 7.735, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 7.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8646, f_measure: 0.9285, kappa: 0.3861, kb_relative_information_score: -273.7321, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9255, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7708, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.896, scimark_benchmark: 1869.1029, usercpu_time_millis: 13.916, usercpu_time_millis_testing: 0.601, usercpu_time_millis_training: 13.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -430.2793, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.8957, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.9193, scimark_benchmark: 1842.7604, usercpu_time_millis: 2.605, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 2.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.9284, kappa: 0.3571, kb_relative_information_score: -384.2241, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9311, predictive_accuracy: 0.9414, prior_entropy: 0.3667, recall: 0.9414, relative_absolute_error: 0.8385, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.895, scimark_benchmark: 1857.66, usercpu_time_millis: 3.112, usercpu_time_millis_testing: 0.223, usercpu_time_millis_training: 2.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.9118, kappa: 0.177, kb_relative_information_score: -500.2277, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9144, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8877, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.9152, scimark_benchmark: 1857.7844, usercpu_time_millis: 6.048, usercpu_time_millis_testing: 0.517, usercpu_time_millis_training: 5.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.91, kappa: 0.1578, kb_relative_information_score: -574.3031, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9116, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.9125, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.9313, scimark_benchmark: 1845.9861, usercpu_time_millis: 4.707, usercpu_time_millis_testing: 0.522, usercpu_time_millis_training: 4.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -287.9521, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9225, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.7805, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.8793, scimark_benchmark: 1871.5019, usercpu_time_millis: 15.399, usercpu_time_millis_testing: 0.958, usercpu_time_millis_training: 14.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.9049, kappa: 0.1006, kb_relative_information_score: -412.796, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9043, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.8721, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.9075, scimark_benchmark: 1859.9421, usercpu_time_millis: 0.441, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.9245, kappa: 0.314, kb_relative_information_score: -381.4254, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9283, predictive_accuracy: 0.9396, prior_entropy: 0.3667, recall: 0.9396, relative_absolute_error: 0.8422, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.891, scimark_benchmark: 1853.4563, usercpu_time_millis: 6.503, usercpu_time_millis_testing: 0.694, usercpu_time_millis_training: 5.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8444, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -436.9294, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.8993, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.9209, scimark_benchmark: 1868.9089, usercpu_time_millis: 1.56, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 1.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9271, kappa: 0.367, kb_relative_information_score: -220.5297, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9246, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7535, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.8907, scimark_benchmark: 1852.8165, usercpu_time_millis: 11.958, usercpu_time_millis_testing: 0.993, usercpu_time_millis_training: 10.965,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8359, f_measure: 0.9068, kappa: 0.1211, kb_relative_information_score: -508.0466, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9083, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9104, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2353, root_relative_squared_error: 0.9258, scimark_benchmark: 1735.1737, usercpu_time_millis: 4.248, usercpu_time_millis_testing: 0.504, usercpu_time_millis_training: 3.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7996, f_measure: 0.9167, kappa: 0.2547, kb_relative_information_score: -446.8388, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9131, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.8301, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.9327, scimark_benchmark: 1749.0608, usercpu_time_millis: 0.217, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.91, kappa: 0.1578, kb_relative_information_score: -423.4017, mean_absolute_error: 0.1131, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9116, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.871, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.229, root_relative_squared_error: 0.9009, scimark_benchmark: 1859.4255, usercpu_time_millis: 1.898, usercpu_time_millis_testing: 0.208, usercpu_time_millis_training: 1.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, f_measure: 0.9205, kappa: 0.2901, kb_relative_information_score: -274.7607, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9182, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.789, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.8795, scimark_benchmark: 1862.0869, usercpu_time_millis: 4.943, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 4.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.9299, kappa: 0.3724, kb_relative_information_score: -372.1175, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9326, predictive_accuracy: 0.9423, prior_entropy: 0.3667, recall: 0.9423, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.892, scimark_benchmark: 1862.932, usercpu_time_millis: 7.234, usercpu_time_millis_testing: 0.47, usercpu_time_millis_training: 6.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8524, f_measure: 0.917, kappa: 0.2324, kb_relative_information_score: -481.4291, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9214, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.9124, scimark_benchmark: 1866.6776, usercpu_time_millis: 6.418, usercpu_time_millis_testing: 0.444, usercpu_time_millis_training: 5.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.9049, kappa: 0.1006, kb_relative_information_score: -421.3737, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9043, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.8778, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.9075, scimark_benchmark: 1863.9124, usercpu_time_millis: 0.469, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.9284, kappa: 0.3571, kb_relative_information_score: -396.7895, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9311, predictive_accuracy: 0.9414, prior_entropy: 0.3667, recall: 0.9414, relative_absolute_error: 0.849, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.8942, scimark_benchmark: 1851.0015, usercpu_time_millis: 4.627, usercpu_time_millis_testing: 0.412, usercpu_time_millis_training: 4.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.9299, kappa: 0.3724, kb_relative_information_score: -368.1764, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9326, predictive_accuracy: 0.9423, prior_entropy: 0.3667, recall: 0.9423, relative_absolute_error: 0.83, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.8922, scimark_benchmark: 1732.4505, usercpu_time_millis: 10.35, usercpu_time_millis_testing: 0.871, usercpu_time_millis_training: 9.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.9254, kappa: 0.3259, kb_relative_information_score: -343.8679, mean_absolute_error: 0.1065, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9279, predictive_accuracy: 0.9396, prior_entropy: 0.3667, recall: 0.9396, relative_absolute_error: 0.8203, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.8864, scimark_benchmark: 1744.4636, usercpu_time_millis: 1.848, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 1.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.9299, kappa: 0.3894, kb_relative_information_score: -240.1858, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9284, predictive_accuracy: 0.9396, prior_entropy: 0.3667, recall: 0.9396, relative_absolute_error: 0.7689, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.8832, scimark_benchmark: 1863.8212, usercpu_time_millis: 2.148, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 1.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.9206, kappa: 0.2769, kb_relative_information_score: -353.4306, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9227, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.8305, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.887, scimark_benchmark: 1852.9397, usercpu_time_millis: 5.026, usercpu_time_millis_testing: 0.666, usercpu_time_millis_training: 4.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8747, f_measure: 0.927, kappa: 0.3485, kb_relative_information_score: -304.0673, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9277, predictive_accuracy: 0.9396, prior_entropy: 0.3667, recall: 0.9396, relative_absolute_error: 0.8035, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.224, root_relative_squared_error: 0.8812, scimark_benchmark: 1727.4447, usercpu_time_millis: 10.419, usercpu_time_millis_testing: 1.008, usercpu_time_millis_training: 9.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.9277, kappa: 0.3528, kb_relative_information_score: -373.0674, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9293, predictive_accuracy: 0.9405, prior_entropy: 0.3667, recall: 0.9405, relative_absolute_error: 0.8338, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.8888, scimark_benchmark: 1844.4409, usercpu_time_millis: 9.106, usercpu_time_millis_testing: 1.065, usercpu_time_millis_training: 8.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8578, f_measure: 0.9081, kappa: 0.1383, kb_relative_information_score: -430.9338, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9085, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.8772, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.9037, scimark_benchmark: 1846.4401, usercpu_time_millis: 4.933, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 4.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.9264, kappa: 0.357, kb_relative_information_score: -308.2694, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9241, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7876, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.884, scimark_benchmark: 1848.372, usercpu_time_millis: 17.017, usercpu_time_millis_testing: 0.989, usercpu_time_millis_training: 16.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8758, f_measure: 0.9257, kappa: 0.3466, kb_relative_information_score: -259.7913, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9237, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.7787, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.8796, scimark_benchmark: 1862.932, usercpu_time_millis: 4.163, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 3.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8377, f_measure: 0.9035, kappa: 0.0821, kb_relative_information_score: -457.9673, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9036, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9065, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.926, scimark_benchmark: 1856.0258, usercpu_time_millis: 0.983, usercpu_time_millis_testing: 0.231, usercpu_time_millis_training: 0.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8142, f_measure: 0.9122, kappa: 0.1975, kb_relative_information_score: -495.5443, mean_absolute_error: 0.1105, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9088, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.8509, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2363, root_relative_squared_error: 0.9296, scimark_benchmark: 1852.234, usercpu_time_millis: 0.204, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: -342.0965, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.8586, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.9015, scimark_benchmark: 1738.5695, usercpu_time_millis: 5.927, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 5.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.926, kappa: 0.3301, kb_relative_information_score: -365.7759, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9299, predictive_accuracy: 0.9405, prior_entropy: 0.3667, recall: 0.9405, relative_absolute_error: 0.8323, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.8887, scimark_benchmark: 1854.6858, usercpu_time_millis: 6.791, usercpu_time_millis_testing: 0.689, usercpu_time_millis_training: 6.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8485, f_measure: 0.9236, kappa: 0.3586, kb_relative_information_score: -200.2367, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9196, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.7381, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2339, root_relative_squared_error: 0.9203, scimark_benchmark: 1852.5429, usercpu_time_millis: 1.369, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 1.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.852, f_measure: 0.927, kappa: 0.3485, kb_relative_information_score: -381.5554, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9277, predictive_accuracy: 0.9396, prior_entropy: 0.3667, recall: 0.9396, relative_absolute_error: 0.8299, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.9029, scimark_benchmark: 1854.2898, usercpu_time_millis: 0.383, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, f_measure: 0.925, kappa: 0.3426, kb_relative_information_score: -318.0517, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9225, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.8017, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.8885, scimark_benchmark: 1872.4881, usercpu_time_millis: 5.391, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 5.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8697, f_measure: 0.9187, kappa: 0.2655, kb_relative_information_score: -326.2265, mean_absolute_error: 0.106, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9174, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.8163, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.8868, scimark_benchmark: 1852.4008, usercpu_time_millis: 0.982, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.9257, kappa: 0.3466, kb_relative_information_score: -360.6815, mean_absolute_error: 0.1067, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9237, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.8216, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.8961, scimark_benchmark: 1861.7668, usercpu_time_millis: 11.065, usercpu_time_millis_testing: 0.63, usercpu_time_millis_training: 10.435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, f_measure: 0.9187, kappa: 0.2502, kb_relative_information_score: -320.6717, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9234, predictive_accuracy: 0.9369, prior_entropy: 0.3667, recall: 0.9369, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.8856, scimark_benchmark: 1857.0384, usercpu_time_millis: 2.818, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 2.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8393, f_measure: 0.91, kappa: 0.1578, kb_relative_information_score: -534.4532, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9116, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.8996, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.923, scimark_benchmark: 1840.1274, usercpu_time_millis: 5.075, usercpu_time_millis_testing: 0.533, usercpu_time_millis_training: 4.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8731, f_measure: 0.9271, kappa: 0.3611, kb_relative_information_score: -241.8091, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9253, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.7639, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.89, scimark_benchmark: 1842.3616, usercpu_time_millis: 4.747, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 4.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.9217, kappa: 0.342, kb_relative_information_score: -209.0334, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9173, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.745, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.9181, scimark_benchmark: 1897.8578, usercpu_time_millis: 24.932, usercpu_time_millis_testing: 0.84, usercpu_time_millis_training: 24.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.9238, kappa: 0.3098, kb_relative_information_score: -375.4202, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9263, predictive_accuracy: 0.9387, prior_entropy: 0.3667, recall: 0.9387, relative_absolute_error: 0.8365, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.8918, scimark_benchmark: 1865.9431, usercpu_time_millis: 0.965, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 0.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8753, f_measure: 0.9213, kappa: 0.3018, kb_relative_information_score: -254.8146, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9186, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.782, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.8793, scimark_benchmark: 1864.4376, usercpu_time_millis: 4.637, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 4.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.9229, kappa: 0.3308, kb_relative_information_score: -347.9192, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9193, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.811, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.8964, scimark_benchmark: 1741.1353, usercpu_time_millis: 3.695, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 3.524,

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