OpenML
Supervised Classification on wilt

Supervised Classification on wilt

Task 9889 Supervised Classification wilt 59008 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9839, kappa: 0.8391, kb_relative_information_score: 3153.9118, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9838, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.238, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1065, root_relative_squared_error: 0.4717, scimark_benchmark: 1728.9285, usercpu_time_millis: 4.784, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 4.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8175, f_measure: 0.9198, kb_relative_information_score: -2487.8556, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9701, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.9774, scimark_benchmark: 1800.0885, usercpu_time_millis: 3.071, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 2.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9818, kappa: 0.813, kb_relative_information_score: 2892.3863, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.982, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.3104, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.5008, scimark_benchmark: 1870.742, usercpu_time_millis: 38.201, usercpu_time_millis_testing: 1.87, usercpu_time_millis_training: 36.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9819, kappa: 0.8159, kb_relative_information_score: 2567.546, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9819, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.3306, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1169, root_relative_squared_error: 0.5173, scimark_benchmark: 1869.6309, usercpu_time_millis: 31.428, usercpu_time_millis_testing: 1.188, usercpu_time_millis_training: 30.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9577, kappa: 0.5207, kb_relative_information_score: 839.8754, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9638, predictive_accuracy: 0.9649, prior_entropy: 0.3037, recall: 0.9649, relative_absolute_error: 0.6445, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1622, root_relative_squared_error: 0.7182, scimark_benchmark: 1867.5273, usercpu_time_millis: 5.327, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 4.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9834, kappa: 0.835, kb_relative_information_score: 3268.0709, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9833, predictive_accuracy: 0.9837, prior_entropy: 0.3037, recall: 0.9837, relative_absolute_error: 0.2207, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.4936, scimark_benchmark: 1847.2555, usercpu_time_millis: 46.471, usercpu_time_millis_testing: 1.54, usercpu_time_millis_training: 44.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.9682, kappa: 0.6724, kb_relative_information_score: 1080.7025, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9676, predictive_accuracy: 0.9698, prior_entropy: 0.3037, recall: 0.9698, relative_absolute_error: 0.5283, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.161, root_relative_squared_error: 0.7129, scimark_benchmark: 1838.6946, usercpu_time_millis: 34.187, usercpu_time_millis_testing: 1.303, usercpu_time_millis_training: 32.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.982, kappa: 0.8174, kb_relative_information_score: 3037.3664, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9819, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.2755, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.113, root_relative_squared_error: 0.5003, scimark_benchmark: 1852.3546, usercpu_time_millis: 31.424, usercpu_time_millis_testing: 1.402, usercpu_time_millis_training: 30.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9815, kappa: 0.8123, kb_relative_information_score: 2504.386, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9815, predictive_accuracy: 0.9822, prior_entropy: 0.3037, recall: 0.9822, relative_absolute_error: 0.3342, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1182, root_relative_squared_error: 0.5233, scimark_benchmark: 1853.321, usercpu_time_millis: 28.059, usercpu_time_millis_testing: 1.428, usercpu_time_millis_training: 26.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9727, kappa: 0.7066, kb_relative_information_score: 2237.0817, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9746, predictive_accuracy: 0.9754, prior_entropy: 0.3037, recall: 0.9754, relative_absolute_error: 0.4342, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.5789, scimark_benchmark: 1809.8472, usercpu_time_millis: 23.136, usercpu_time_millis_testing: 1.844, usercpu_time_millis_training: 21.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9698, kappa: 0.6766, kb_relative_information_score: 1460.1728, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.971, predictive_accuracy: 0.9727, prior_entropy: 0.3037, recall: 0.9727, relative_absolute_error: 0.505, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.6395, scimark_benchmark: 1836.7426, usercpu_time_millis: 18.551, usercpu_time_millis_testing: 1.383, usercpu_time_millis_training: 17.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.97, kappa: 0.6736, kb_relative_information_score: 2172.1027, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.973, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.4586, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.6027, scimark_benchmark: 1845.2111, usercpu_time_millis: 18.034, usercpu_time_millis_testing: 1.807, usercpu_time_millis_training: 16.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9645, kappa: 0.6063, kb_relative_information_score: 1494.5498, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9691, predictive_accuracy: 0.9696, prior_entropy: 0.3037, recall: 0.9696, relative_absolute_error: 0.5479, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.6491, scimark_benchmark: 1839.5082, usercpu_time_millis: 16.535, usercpu_time_millis_testing: 1.052, usercpu_time_millis_training: 15.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.9494, kappa: 0.4133, kb_relative_information_score: 395.8963, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9579, predictive_accuracy: 0.9597, prior_entropy: 0.3037, recall: 0.9597, relative_absolute_error: 0.7014, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.7641, scimark_benchmark: 1848.2859, usercpu_time_millis: 13.779, usercpu_time_millis_testing: 0.862, usercpu_time_millis_training: 12.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9837, kappa: 0.8348, kb_relative_information_score: 2937.7487, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9837, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2888, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.4875, scimark_benchmark: 1847.1368, usercpu_time_millis: 9.669, usercpu_time_millis_testing: 0.452, usercpu_time_millis_training: 9.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9792, kappa: 0.7839, kb_relative_information_score: 2535.0183, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9798, predictive_accuracy: 0.9806, prior_entropy: 0.3037, recall: 0.9806, relative_absolute_error: 0.3611, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.5284, scimark_benchmark: 1817.8562, usercpu_time_millis: 6.973, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 6.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.9198, kb_relative_information_score: -1603.4438, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.942, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.951, scimark_benchmark: 1836.2956, usercpu_time_millis: 6.925, usercpu_time_millis_testing: 0.909, usercpu_time_millis_training: 6.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.9345, kappa: 0.2071, kb_relative_information_score: 166.4771, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9517, predictive_accuracy: 0.9523, prior_entropy: 0.3037, recall: 0.9523, relative_absolute_error: 0.7447, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.7912, scimark_benchmark: 1839.4736, usercpu_time_millis: 5.572, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 5.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9736, kappa: 0.728, kb_relative_information_score: 1965.0861, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9734, predictive_accuracy: 0.975, prior_entropy: 0.3037, recall: 0.975, relative_absolute_error: 0.4074, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1326, root_relative_squared_error: 0.587, scimark_benchmark: 1849.6366, usercpu_time_millis: 3.806, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 3.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9731, kappa: 0.7207, kb_relative_information_score: 1905.8265, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9731, predictive_accuracy: 0.9748, prior_entropy: 0.3037, recall: 0.9748, relative_absolute_error: 0.4386, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1349, root_relative_squared_error: 0.5971, scimark_benchmark: 1842.8599, usercpu_time_millis: 2.707, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 2.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9581, kappa: 0.5224, kb_relative_information_score: 1471.4698, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9665, predictive_accuracy: 0.9657, prior_entropy: 0.3037, recall: 0.9657, relative_absolute_error: 0.58, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1555, root_relative_squared_error: 0.6884, scimark_benchmark: 1845.2111, usercpu_time_millis: 3.034, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 2.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.9198, kb_relative_information_score: -1141.8523, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.9839, scimark_benchmark: 1836.2956, usercpu_time_millis: 3.145, usercpu_time_millis_testing: 0.328, usercpu_time_millis_training: 2.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.9198, kb_relative_information_score: -989.1437, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9752, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.221, root_relative_squared_error: 0.9784, scimark_benchmark: 1845.7221, usercpu_time_millis: 2.337, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 2.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8006, f_measure: 0.9198, kb_relative_information_score: -2719.0484, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.9786, scimark_benchmark: 1806.8528, usercpu_time_millis: 1.164, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 1.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.9198, kb_relative_information_score: -58.5873, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1849.12, usercpu_time_millis: 0.312, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9685, kappa: 0.6553, kb_relative_information_score: 2168.925, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9721, predictive_accuracy: 0.9725, prior_entropy: 0.3037, recall: 0.9725, relative_absolute_error: 0.4643, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.6024, scimark_benchmark: 1856.754, usercpu_time_millis: 19.309, usercpu_time_millis_testing: 1.788, usercpu_time_millis_training: 17.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.9687, kappa: 0.6749, kb_relative_information_score: 1098.4842, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9683, predictive_accuracy: 0.9707, prior_entropy: 0.3037, recall: 0.9707, relative_absolute_error: 0.4995, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.6842, scimark_benchmark: 1864.3739, usercpu_time_millis: 14.446, usercpu_time_millis_testing: 0.444, usercpu_time_millis_training: 14.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9671, kappa: 0.6444, kb_relative_information_score: 1210.0391, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9687, predictive_accuracy: 0.9707, prior_entropy: 0.3037, recall: 0.9707, relative_absolute_error: 0.5614, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.6724, scimark_benchmark: 1859.8849, usercpu_time_millis: 13.823, usercpu_time_millis_testing: 0.966, usercpu_time_millis_training: 12.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.9532, kappa: 0.461, kb_relative_information_score: 472.5632, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9615, predictive_accuracy: 0.9622, prior_entropy: 0.3037, recall: 0.9622, relative_absolute_error: 0.6935, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.7593, scimark_benchmark: 1858.9715, usercpu_time_millis: 9.946, usercpu_time_millis_testing: 0.584, usercpu_time_millis_training: 9.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.9198, kb_relative_information_score: 6.1047, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1858.4577, usercpu_time_millis: 3.144, usercpu_time_millis_testing: 0.534, usercpu_time_millis_training: 2.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.9198, kb_relative_information_score: -7.4617, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1890.9041, usercpu_time_millis: 1.554, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 1.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9658, kappa: 0.626, kb_relative_information_score: 1272.4067, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9685, predictive_accuracy: 0.97, prior_entropy: 0.3037, recall: 0.97, relative_absolute_error: 0.5563, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.6635, scimark_benchmark: 1854.2931, usercpu_time_millis: 1.329, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 1.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9806, kappa: 0.7999, kb_relative_information_score: 2579.8574, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9808, predictive_accuracy: 0.9816, prior_entropy: 0.3037, recall: 0.9816, relative_absolute_error: 0.3036, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1169, root_relative_squared_error: 0.5173, scimark_benchmark: 1856.1701, usercpu_time_millis: 0.474, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.981, kappa: 0.8036, kb_relative_information_score: 2871.2423, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9813, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.3173, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.5052, scimark_benchmark: 1840.8322, usercpu_time_millis: 28.897, usercpu_time_millis_testing: 1.718, usercpu_time_millis_training: 27.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9834, kappa: 0.8336, kb_relative_information_score: 3156.7596, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9833, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2465, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.4817, scimark_benchmark: 1834.0562, usercpu_time_millis: 24.471, usercpu_time_millis_testing: 0.958, usercpu_time_millis_training: 23.513,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9833, kappa: 0.8304, kb_relative_information_score: 2953.9871, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9833, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2847, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.4855, scimark_benchmark: 1852.5429, usercpu_time_millis: 11.731, usercpu_time_millis_testing: 0.559, usercpu_time_millis_training: 11.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9848, kappa: 0.8487, kb_relative_information_score: 3178.6876, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9847, predictive_accuracy: 0.9851, prior_entropy: 0.3037, recall: 0.9851, relative_absolute_error: 0.2346, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.4754, scimark_benchmark: 1854.6195, usercpu_time_millis: 10.463, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 10.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9746, kappa: 0.7404, kb_relative_information_score: 1987.2886, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9742, predictive_accuracy: 0.9756, prior_entropy: 0.3037, recall: 0.9756, relative_absolute_error: 0.401, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1319, root_relative_squared_error: 0.584, scimark_benchmark: 1741.4824, usercpu_time_millis: 6.996, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 6.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.9659, kappa: 0.6277, kb_relative_information_score: 917.6537, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9684, predictive_accuracy: 0.97, prior_entropy: 0.3037, recall: 0.97, relative_absolute_error: 0.6154, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.711, scimark_benchmark: 1870.2139, usercpu_time_millis: 12.526, usercpu_time_millis_testing: 0.839, usercpu_time_millis_training: 11.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.9198, kb_relative_information_score: -1440.4588, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.963, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.9687, scimark_benchmark: 1804.7639, usercpu_time_millis: 0.939, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.9198, kb_relative_information_score: -668.2921, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.8709, scimark_benchmark: 1859.2172, usercpu_time_millis: 5.723, usercpu_time_millis_testing: 0.487, usercpu_time_millis_training: 5.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.967, kappa: 0.6365, kb_relative_information_score: 1776.5615, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9712, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.5071, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1405, root_relative_squared_error: 0.6219, scimark_benchmark: 1860.9838, usercpu_time_millis: 3.99, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 3.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9198, kb_relative_information_score: -5.2276, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1964.5492, usercpu_time_millis: 2.68, usercpu_time_millis_testing: 0.442, usercpu_time_millis_training: 2.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.9198, kb_relative_information_score: -626.0221, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.7938, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.8261, scimark_benchmark: 1878.3273, usercpu_time_millis: 0.281, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9824, kappa: 0.8248, kb_relative_information_score: 2580.3224, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9822, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.3145, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.5336, scimark_benchmark: 1861.9586, usercpu_time_millis: 49.784, usercpu_time_millis_testing: 2, usercpu_time_millis_training: 47.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9833, kappa: 0.8317, kb_relative_information_score: 2921.6759, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9833, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2834, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.4854, scimark_benchmark: 1894.2258, usercpu_time_millis: 45.968, usercpu_time_millis_testing: 2.155, usercpu_time_millis_training: 43.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9826, kappa: 0.8235, kb_relative_information_score: 2697.6145, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.3126, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.5033, scimark_benchmark: 1868.8437, usercpu_time_millis: 46.309, usercpu_time_millis_testing: 1.947, usercpu_time_millis_training: 44.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9848, kappa: 0.8487, kb_relative_information_score: 3169.3598, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9847, predictive_accuracy: 0.9851, prior_entropy: 0.3037, recall: 0.9851, relative_absolute_error: 0.2294, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.4796, scimark_benchmark: 1953.4647, usercpu_time_millis: 39.292, usercpu_time_millis_testing: 1.184, usercpu_time_millis_training: 38.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9815, kappa: 0.8089, kb_relative_information_score: 2824.3939, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9818, predictive_accuracy: 0.9824, prior_entropy: 0.3037, recall: 0.9824, relative_absolute_error: 0.32, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.114, root_relative_squared_error: 0.5046, scimark_benchmark: 1860.9209, usercpu_time_millis: 32.812, usercpu_time_millis_testing: 1.764, usercpu_time_millis_training: 31.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.976, kappa: 0.7585, kb_relative_information_score: 2077.2314, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9757, predictive_accuracy: 0.9766, prior_entropy: 0.3037, recall: 0.9766, relative_absolute_error: 0.3938, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.132, root_relative_squared_error: 0.5845, scimark_benchmark: 2074.4405, usercpu_time_millis: 36.76, usercpu_time_millis_testing: 1.305, usercpu_time_millis_training: 35.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9791, kappa: 0.7821, kb_relative_information_score: 2459.8917, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9799, predictive_accuracy: 0.9806, prior_entropy: 0.3037, recall: 0.9806, relative_absolute_error: 0.3681, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.533, scimark_benchmark: 1846.4197, usercpu_time_millis: 32.426, usercpu_time_millis_testing: 1.638, usercpu_time_millis_training: 30.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9676, kappa: 0.6465, kb_relative_information_score: 1195.489, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9703, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.568, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.6725, scimark_benchmark: 1866.1582, usercpu_time_millis: 12.895, usercpu_time_millis_testing: 1.078, usercpu_time_millis_training: 11.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.969, kappa: 0.6778, kb_relative_information_score: 1198.0583, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9686, predictive_accuracy: 0.9709, prior_entropy: 0.3037, recall: 0.9709, relative_absolute_error: 0.5163, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.6879, scimark_benchmark: 1844.2571, usercpu_time_millis: 15.334, usercpu_time_millis_testing: 0.678, usercpu_time_millis_training: 14.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9786, kappa: 0.7775, kb_relative_information_score: 2274.1744, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9791, predictive_accuracy: 0.98, prior_entropy: 0.3037, recall: 0.98, relative_absolute_error: 0.3791, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1235, root_relative_squared_error: 0.5466, scimark_benchmark: 1971.3972, usercpu_time_millis: 11.093, usercpu_time_millis_testing: 0.574, usercpu_time_millis_training: 10.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9811, kappa: 0.8052, kb_relative_information_score: 2437.7496, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9813, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.3571, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1209, root_relative_squared_error: 0.5354, scimark_benchmark: 1869.9351, usercpu_time_millis: 12.664, usercpu_time_millis_testing: 0.503, usercpu_time_millis_training: 12.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.972, kappa: 0.7019, kb_relative_information_score: 1928.6668, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9732, predictive_accuracy: 0.9746, prior_entropy: 0.3037, recall: 0.9746, relative_absolute_error: 0.4473, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.5894, scimark_benchmark: 1826.4744, usercpu_time_millis: 7.07, usercpu_time_millis_testing: 0.325, usercpu_time_millis_training: 6.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.9248, kappa: 0.0701, kb_relative_information_score: -66.8525, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9508, predictive_accuracy: 0.9481, prior_entropy: 0.3037, recall: 0.9481, relative_absolute_error: 0.7494, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.7942, scimark_benchmark: 1861.3212, usercpu_time_millis: 2.107, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 1.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9198, kb_relative_information_score: -817.152, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.8171, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.8451, scimark_benchmark: 1827.8935, usercpu_time_millis: 18.513, usercpu_time_millis_testing: 1.13, usercpu_time_millis_training: 17.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9773, kappa: 0.7714, kb_relative_information_score: 2205.5034, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.977, predictive_accuracy: 0.9779, prior_entropy: 0.3037, recall: 0.9779, relative_absolute_error: 0.3688, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.5602, scimark_benchmark: 1855.3202, usercpu_time_millis: 21.712, usercpu_time_millis_testing: 0.93, usercpu_time_millis_training: 20.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.981, kappa: 0.8044, kb_relative_information_score: 2878.3241, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9813, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.3157, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1139, root_relative_squared_error: 0.5042, scimark_benchmark: 1855.3202, usercpu_time_millis: 19.574, usercpu_time_millis_testing: 1.145, usercpu_time_millis_training: 18.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.9198, kb_relative_information_score: -1759.6608, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.9549, scimark_benchmark: 2102.7376, usercpu_time_millis: 12.167, usercpu_time_millis_testing: 1.026, usercpu_time_millis_training: 11.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9703, kappa: 0.6769, kb_relative_information_score: 2086.8723, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9732, predictive_accuracy: 0.9738, prior_entropy: 0.3037, recall: 0.9738, relative_absolute_error: 0.463, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1336, root_relative_squared_error: 0.5914, scimark_benchmark: 1861.4992, usercpu_time_millis: 9.212, usercpu_time_millis_testing: 0.59, usercpu_time_millis_training: 8.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9784, kappa: 0.7879, kb_relative_information_score: 2289.0654, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9784, predictive_accuracy: 0.9785, prior_entropy: 0.3037, recall: 0.9785, relative_absolute_error: 0.3601, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.5678, scimark_benchmark: 1859.9421, usercpu_time_millis: 8.964, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 8.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9717, kappa: 0.6953, kb_relative_information_score: 2066.4697, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9736, predictive_accuracy: 0.9746, prior_entropy: 0.3037, recall: 0.9746, relative_absolute_error: 0.4397, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.5815, scimark_benchmark: 1851.1192, usercpu_time_millis: 3.279, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 3.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9827, kappa: 0.8285, kb_relative_information_score: 2793.9755, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9825, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.2706, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1156, root_relative_squared_error: 0.5115, scimark_benchmark: 1860.8554, usercpu_time_millis: 55.169, usercpu_time_millis_testing: 1.727, usercpu_time_millis_training: 53.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9818, kappa: 0.813, kb_relative_information_score: 2882.8687, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.982, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.3123, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.5014, scimark_benchmark: 1845.8591, usercpu_time_millis: 34.036, usercpu_time_millis_testing: 1.95, usercpu_time_millis_training: 32.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9844, kappa: 0.8434, kb_relative_information_score: 3078.1074, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9842, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.4753, scimark_benchmark: 1973.1184, usercpu_time_millis: 15.537, usercpu_time_millis_testing: 0.622, usercpu_time_millis_training: 14.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9728, kappa: 0.7071, kb_relative_information_score: 2417.4299, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9751, predictive_accuracy: 0.9756, prior_entropy: 0.3037, recall: 0.9756, relative_absolute_error: 0.4143, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.5703, scimark_benchmark: 1858.9715, usercpu_time_millis: 14.577, usercpu_time_millis_testing: 0.981, usercpu_time_millis_training: 13.596,

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