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: 0.9868, f_measure: 0.9742, kappa: 0.7267, kb_relative_information_score: 2272.2599, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9754, predictive_accuracy: 0.9764, prior_entropy: 0.3037, recall: 0.9764, relative_absolute_error: 0.4085, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.127, root_relative_squared_error: 0.5621, scimark_benchmark: 1755.322, usercpu_time_millis: 14.514, usercpu_time_millis_testing: 0.993, usercpu_time_millis_training: 13.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9838, kappa: 0.8379, kb_relative_information_score: 2941.4668, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9836, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2688, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.109, root_relative_squared_error: 0.4823, scimark_benchmark: 1874.4489, usercpu_time_millis: 16.92, usercpu_time_millis_testing: 0.798, usercpu_time_millis_training: 16.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9678, kappa: 0.6468, kb_relative_information_score: 1915.6739, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9713, predictive_accuracy: 0.9719, prior_entropy: 0.3037, recall: 0.9719, relative_absolute_error: 0.4972, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.6135, scimark_benchmark: 1872.4881, usercpu_time_millis: 19.859, usercpu_time_millis_testing: 1.77, usercpu_time_millis_training: 18.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9777, kappa: 0.7653, kb_relative_information_score: 2471.6403, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9786, predictive_accuracy: 0.9793, prior_entropy: 0.3037, recall: 0.9793, relative_absolute_error: 0.3816, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1223, root_relative_squared_error: 0.5414, scimark_benchmark: 1872.9496, usercpu_time_millis: 7.075, usercpu_time_millis_testing: 0.463, usercpu_time_millis_training: 6.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9833, kappa: 0.8356, kb_relative_information_score: 3077.5705, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9832, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.4904, scimark_benchmark: 1872.8797, usercpu_time_millis: 52.405, usercpu_time_millis_testing: 2.067, usercpu_time_millis_training: 50.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9813, kappa: 0.809, kb_relative_information_score: 2731.3676, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9812, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.5052, scimark_benchmark: 1871.2156, usercpu_time_millis: 2.25, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 2.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9786, kappa: 0.7801, kb_relative_information_score: 2598.203, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9787, predictive_accuracy: 0.9797, prior_entropy: 0.3037, recall: 0.9797, relative_absolute_error: 0.3322, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.5209, scimark_benchmark: 1868.6447, usercpu_time_millis: 1.111, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9797, kappa: 0.7894, kb_relative_information_score: 2543.5798, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9803, predictive_accuracy: 0.981, prior_entropy: 0.3037, recall: 0.981, relative_absolute_error: 0.3572, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1189, root_relative_squared_error: 0.5264, scimark_benchmark: 1872.7767, usercpu_time_millis: 1.63, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 1.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9837, kappa: 0.8367, kb_relative_information_score: 2935.6105, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9836, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2796, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.109, root_relative_squared_error: 0.4827, scimark_benchmark: 1873.4078, usercpu_time_millis: 11.224, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 10.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9837, kappa: 0.838, kb_relative_information_score: 2990.9479, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9835, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2452, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.4838, scimark_benchmark: 1872.6571, usercpu_time_millis: 29.255, usercpu_time_millis_testing: 1.188, usercpu_time_millis_training: 28.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9693, kappa: 0.6652, kb_relative_information_score: 1929.4841, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9722, predictive_accuracy: 0.9729, prior_entropy: 0.3037, recall: 0.9729, relative_absolute_error: 0.4837, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.6137, scimark_benchmark: 1877.7472, usercpu_time_millis: 6.989, usercpu_time_millis_testing: 0.609, usercpu_time_millis_training: 6.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.982, kappa: 0.8174, kb_relative_information_score: 2844.0998, mean_absolute_error: 0.0304, 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: 0.2973, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.4921, scimark_benchmark: 1878.3273, usercpu_time_millis: 15.395, usercpu_time_millis_testing: 0.856, usercpu_time_millis_training: 14.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9834, kappa: 0.8324, kb_relative_information_score: 2870.1944, mean_absolute_error: 0.0295, 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: 0.2887, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.4903, scimark_benchmark: 1873.8058, usercpu_time_millis: 31.581, usercpu_time_millis_testing: 1.875, usercpu_time_millis_training: 29.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9825, kappa: 0.8222, kb_relative_information_score: 2806.0937, mean_absolute_error: 0.0319, 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: 0.3123, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.5037, scimark_benchmark: 1873.4078, usercpu_time_millis: 36.6, usercpu_time_millis_testing: 2.247, usercpu_time_millis_training: 34.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9836, kappa: 0.8361, kb_relative_information_score: 2963.4259, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9834, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2637, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.4796, scimark_benchmark: 1878.7854, usercpu_time_millis: 35.446, usercpu_time_millis_testing: 1.725, usercpu_time_millis_training: 33.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9742, kappa: 0.7238, kb_relative_information_score: 2301.8475, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.976, predictive_accuracy: 0.9766, prior_entropy: 0.3037, recall: 0.9766, relative_absolute_error: 0.414, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.5635, scimark_benchmark: 1871.0879, usercpu_time_millis: 8.815, usercpu_time_millis_testing: 0.735, usercpu_time_millis_training: 8.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9831, kappa: 0.83, kb_relative_information_score: 2882.3929, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9829, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2771, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.4885, scimark_benchmark: 1874.4489, usercpu_time_millis: 19.493, usercpu_time_millis_testing: 0.987, usercpu_time_millis_training: 18.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9836, kappa: 0.8355, kb_relative_information_score: 2908.3627, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9835, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2821, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.4859, scimark_benchmark: 1871.7311, usercpu_time_millis: 7.302, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 6.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9718, kappa: 0.6958, kb_relative_information_score: 2164.4067, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9741, predictive_accuracy: 0.9748, prior_entropy: 0.3037, recall: 0.9748, relative_absolute_error: 0.4371, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.5791, scimark_benchmark: 1872.3546, usercpu_time_millis: 5.915, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 5.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9841, kappa: 0.8433, kb_relative_information_score: 3130.9786, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.984, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2299, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.4848, scimark_benchmark: 1872.9496, usercpu_time_millis: 41.573, usercpu_time_millis_testing: 1.638, usercpu_time_millis_training: 39.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.983, kappa: 0.8281, kb_relative_information_score: 2900.0781, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9829, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2824, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.4882, scimark_benchmark: 1871.8964, usercpu_time_millis: 24.561, usercpu_time_millis_testing: 1.312, usercpu_time_millis_training: 23.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9749, kappa: 0.7349, kb_relative_information_score: 2307.5119, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9757, predictive_accuracy: 0.9769, prior_entropy: 0.3037, recall: 0.9769, relative_absolute_error: 0.3696, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.5543, scimark_benchmark: 1870.742, usercpu_time_millis: 14.881, usercpu_time_millis_testing: 1.185, usercpu_time_millis_training: 13.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9838, kappa: 0.8379, kb_relative_information_score: 3079.9224, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9836, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.4829, scimark_benchmark: 1877.6841, usercpu_time_millis: 44.233, usercpu_time_millis_testing: 2.044, usercpu_time_millis_training: 42.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9841, kappa: 0.8403, kb_relative_information_score: 2949.1685, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.984, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.2772, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.483, scimark_benchmark: 1872.9496, usercpu_time_millis: 36.319, usercpu_time_millis_testing: 1.862, usercpu_time_millis_training: 34.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9835, kappa: 0.8374, kb_relative_information_score: 3135.4111, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9834, predictive_accuracy: 0.9837, prior_entropy: 0.3037, recall: 0.9837, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.4852, scimark_benchmark: 1877.2162, usercpu_time_millis: 46.871, usercpu_time_millis_testing: 1.865, usercpu_time_millis_training: 45.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9818, kappa: 0.8148, kb_relative_information_score: 2700.4128, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9817, predictive_accuracy: 0.9824, prior_entropy: 0.3037, recall: 0.9824, relative_absolute_error: 0.3133, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.5081, scimark_benchmark: 1874.4489, usercpu_time_millis: 9.62, usercpu_time_millis_testing: 0.538, usercpu_time_millis_training: 9.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9835, kappa: 0.8355, kb_relative_information_score: 2928.0933, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9834, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2702, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.109, root_relative_squared_error: 0.4827, scimark_benchmark: 1876.6882, usercpu_time_millis: 38.175, usercpu_time_millis_testing: 2.06, usercpu_time_millis_training: 36.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.982, kappa: 0.8235, kb_relative_information_score: 3190.4961, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.982, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.2193, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1179, root_relative_squared_error: 0.5218, scimark_benchmark: 1872.9496, usercpu_time_millis: 18.518, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 18.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9581, kappa: 0.5231, kb_relative_information_score: 1345.0594, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9656, predictive_accuracy: 0.9655, prior_entropy: 0.3037, recall: 0.9655, relative_absolute_error: 0.5958, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.685, scimark_benchmark: 1870.3393, usercpu_time_millis: 16.011, usercpu_time_millis_testing: 1.966, usercpu_time_millis_training: 14.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9813, kappa: 0.8086, kb_relative_information_score: 2756.3333, mean_absolute_error: 0.0336, 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: 0.329, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.5076, scimark_benchmark: 1871.2001, usercpu_time_millis: 8.32, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 7.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9792, kappa: 0.7839, kb_relative_information_score: 2607.986, mean_absolute_error: 0.0363, 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: 0.355, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.118, root_relative_squared_error: 0.5224, scimark_benchmark: 1900.304, usercpu_time_millis: 33.515, usercpu_time_millis_testing: 2.322, usercpu_time_millis_training: 31.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9712, kappa: 0.6904, kb_relative_information_score: 2020.6341, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9731, predictive_accuracy: 0.9742, prior_entropy: 0.3037, recall: 0.9742, relative_absolute_error: 0.4418, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1345, root_relative_squared_error: 0.5953, scimark_benchmark: 1877.2162, usercpu_time_millis: 1.273, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 1.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9841, kappa: 0.8415, kb_relative_information_score: 3022.2454, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9839, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2479, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.4807, scimark_benchmark: 1870.742, usercpu_time_millis: 16.815, usercpu_time_millis_testing: 0.684, usercpu_time_millis_training: 16.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9836, kappa: 0.8361, kb_relative_information_score: 2936.2814, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9834, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2646, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.4837, scimark_benchmark: 1872.4881, usercpu_time_millis: 5.088, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 4.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9826, kappa: 0.8293, kb_relative_information_score: 3100.4809, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.2265, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.4984, scimark_benchmark: 1872.4216, usercpu_time_millis: 5.8, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 5.657,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9699, kappa: 0.6733, kb_relative_information_score: 2059.1277, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9726, predictive_accuracy: 0.9733, prior_entropy: 0.3037, recall: 0.9733, relative_absolute_error: 0.4631, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.134, root_relative_squared_error: 0.5932, scimark_benchmark: 1877.7472, usercpu_time_millis: 26.523, usercpu_time_millis_testing: 2.211, usercpu_time_millis_training: 24.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9833, kappa: 0.8317, kb_relative_information_score: 2870.0025, mean_absolute_error: 0.0299, 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: 0.2925, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.4894, scimark_benchmark: 1869.1029, usercpu_time_millis: 17.639, usercpu_time_millis_testing: 0.915, usercpu_time_millis_training: 16.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9827, kappa: 0.8242, kb_relative_information_score: 2842.2714, mean_absolute_error: 0.0305, 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: 0.2988, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.4929, scimark_benchmark: 1868.269, usercpu_time_millis: 28.858, usercpu_time_millis_testing: 1.683, usercpu_time_millis_training: 27.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9803, kappa: 0.7986, kb_relative_information_score: 2692.5647, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9803, predictive_accuracy: 0.9812, prior_entropy: 0.3037, recall: 0.9812, relative_absolute_error: 0.3259, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.5088, scimark_benchmark: 1873.4078, usercpu_time_millis: 23.769, usercpu_time_millis_testing: 1.729, usercpu_time_millis_training: 22.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.984, kappa: 0.8409, kb_relative_information_score: 3105.128, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9839, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2455, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.4857, scimark_benchmark: 1877.6143, usercpu_time_millis: 30.649, usercpu_time_millis_testing: 1.4, usercpu_time_millis_training: 29.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9646, kappa: 0.6062, kb_relative_information_score: 1617.9342, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9698, predictive_accuracy: 0.9698, prior_entropy: 0.3037, recall: 0.9698, relative_absolute_error: 0.5406, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.6458, scimark_benchmark: 1868.3779, usercpu_time_millis: 2.388, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 2.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9809, kappa: 0.8041, kb_relative_information_score: 2568.3556, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.981, predictive_accuracy: 0.9818, prior_entropy: 0.3037, recall: 0.9818, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.5212, scimark_benchmark: 1868.6447, usercpu_time_millis: 2.416, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 2.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9838, kappa: 0.8379, kb_relative_information_score: 2914.8027, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9836, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2692, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.4852, scimark_benchmark: 1873.4078, usercpu_time_millis: 32.355, usercpu_time_millis_testing: 1.666, usercpu_time_millis_training: 30.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9807, kappa: 0.8023, kb_relative_information_score: 2732.1964, mean_absolute_error: 0.0328, 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: 0.3205, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.5081, scimark_benchmark: 1873.9908, usercpu_time_millis: 3.054, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 2.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9846, kappa: 0.848, kb_relative_information_score: 3076.9231, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9845, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.2385, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.109, root_relative_squared_error: 0.4824, scimark_benchmark: 1877.289, usercpu_time_millis: 11.265, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 10.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9725, kappa: 0.7026, kb_relative_information_score: 2117.3119, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.975, predictive_accuracy: 0.9754, prior_entropy: 0.3037, recall: 0.9754, relative_absolute_error: 0.4521, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1317, root_relative_squared_error: 0.5831, scimark_benchmark: 1871.2001, usercpu_time_millis: 8.814, usercpu_time_millis_testing: 0.57, usercpu_time_millis_training: 8.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9843, kappa: 0.8433, kb_relative_information_score: 2983.3055, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9841, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.252, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1084, root_relative_squared_error: 0.4797, scimark_benchmark: 1873.8757, usercpu_time_millis: 18.248, usercpu_time_millis_testing: 0.747, usercpu_time_millis_training: 17.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.982, kappa: 0.8174, kb_relative_information_score: 2747.0716, mean_absolute_error: 0.0312, 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: 0.3048, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.5036, scimark_benchmark: 1875.9758, usercpu_time_millis: 10.807, usercpu_time_millis_testing: 0.634, usercpu_time_millis_training: 10.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.977, kappa: 0.7565, kb_relative_information_score: 2370.3158, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9784, predictive_accuracy: 0.9789, prior_entropy: 0.3037, recall: 0.9789, relative_absolute_error: 0.3985, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.5538, scimark_benchmark: 1861.7123, usercpu_time_millis: 9.794, usercpu_time_millis_testing: 0.713, usercpu_time_millis_training: 9.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9845, kappa: 0.8484, kb_relative_information_score: 3103.5833, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.2196, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.114, root_relative_squared_error: 0.5046, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.421, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9808, kappa: 0.8038, kb_relative_information_score: 2671.4534, mean_absolute_error: 0.0329, 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: 0.3215, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.5132, scimark_benchmark: 1871.2001, usercpu_time_millis: 7.06, usercpu_time_millis_testing: 0.434, usercpu_time_millis_training: 6.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9765, kappa: 0.7517, kb_relative_information_score: 2406.5462, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9779, predictive_accuracy: 0.9785, prior_entropy: 0.3037, recall: 0.9785, relative_absolute_error: 0.3945, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.124, root_relative_squared_error: 0.5491, scimark_benchmark: 1876.7581, usercpu_time_millis: 8.883, usercpu_time_millis_testing: 0.643, usercpu_time_millis_training: 8.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9809, kappa: 0.8054, kb_relative_information_score: 2698.5042, mean_absolute_error: 0.0313, 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: 0.3059, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.5082, scimark_benchmark: 1876.8275, usercpu_time_millis: 19.341, usercpu_time_millis_testing: 1.457, usercpu_time_millis_training: 17.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9808, kappa: 0.8025, kb_relative_information_score: 2725.7924, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9811, predictive_accuracy: 0.9818, prior_entropy: 0.3037, recall: 0.9818, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.115, root_relative_squared_error: 0.5092, scimark_benchmark: 1875.903, usercpu_time_millis: 11.587, usercpu_time_millis_testing: 0.582, usercpu_time_millis_training: 11.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9708, kappa: 0.6834, kb_relative_information_score: 2022.0818, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9737, predictive_accuracy: 0.9742, prior_entropy: 0.3037, recall: 0.9742, relative_absolute_error: 0.4612, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.5947, scimark_benchmark: 1872.9496, usercpu_time_millis: 1.473, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 1.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9744, kappa: 0.7268, kb_relative_information_score: 2239.1489, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9762, predictive_accuracy: 0.9769, prior_entropy: 0.3037, recall: 0.9769, relative_absolute_error: 0.4258, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.5703, scimark_benchmark: 1869.6309, usercpu_time_millis: 20.418, usercpu_time_millis_testing: 1.896, usercpu_time_millis_training: 18.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9841, kappa: 0.8421, kb_relative_information_score: 3088.4344, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.984, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.234, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.4793, scimark_benchmark: 1878.2574, usercpu_time_millis: 19.59, usercpu_time_millis_testing: 0.756, usercpu_time_millis_training: 18.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9799, kappa: 0.7919, kb_relative_information_score: 2659.927, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9802, predictive_accuracy: 0.981, prior_entropy: 0.3037, recall: 0.981, relative_absolute_error: 0.3467, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.117, root_relative_squared_error: 0.5177, scimark_benchmark: 1872.0458, usercpu_time_millis: 14.674, usercpu_time_millis_testing: 0.953, usercpu_time_millis_training: 13.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.984, kappa: 0.8409, kb_relative_information_score: 3080.7056, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9839, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2432, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.4756, scimark_benchmark: 1874.4489, usercpu_time_millis: 13.133, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 12.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9667, kappa: 0.633, kb_relative_information_score: 1837.5791, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9705, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.5027, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1403, root_relative_squared_error: 0.6212, scimark_benchmark: 1874.0573, usercpu_time_millis: 3.571, usercpu_time_millis_testing: 0.235, usercpu_time_millis_training: 3.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9838, kappa: 0.8379, kb_relative_information_score: 2961.8811, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9836, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2641, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.4791, scimark_benchmark: 1874.4489, usercpu_time_millis: 26.615, usercpu_time_millis_testing: 1.23, usercpu_time_millis_training: 25.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9738, kappa: 0.7219, kb_relative_information_score: 2271.8407, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9749, predictive_accuracy: 0.976, prior_entropy: 0.3037, recall: 0.976, relative_absolute_error: 0.4103, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.127, root_relative_squared_error: 0.5621, scimark_benchmark: 1869.6309, usercpu_time_millis: 17.15, usercpu_time_millis_testing: 1.239, usercpu_time_millis_training: 15.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9788, kappa: 0.7793, kb_relative_information_score: 2566.012, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9794, predictive_accuracy: 0.9802, prior_entropy: 0.3037, recall: 0.9802, relative_absolute_error: 0.3588, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1193, root_relative_squared_error: 0.528, scimark_benchmark: 1871.5981, usercpu_time_millis: 24.441, usercpu_time_millis_testing: 1.765, usercpu_time_millis_training: 22.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9829, kappa: 0.8274, kb_relative_information_score: 2868.5866, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9828, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2928, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.4905, scimark_benchmark: 1872.8797, usercpu_time_millis: 36.781, usercpu_time_millis_testing: 2.085, usercpu_time_millis_training: 34.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9821, kappa: 0.8178, kb_relative_information_score: 2855.7235, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9822, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.113, root_relative_squared_error: 0.5004, scimark_benchmark: 1872.4216, usercpu_time_millis: 44.756, usercpu_time_millis_testing: 2.535, usercpu_time_millis_training: 42.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9847, kappa: 0.8475, kb_relative_information_score: 3075.7011, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9845, predictive_accuracy: 0.9849, prior_entropy: 0.3037, recall: 0.9849, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.4756, scimark_benchmark: 1875.903, usercpu_time_millis: 38.584, usercpu_time_millis_testing: 1.667, usercpu_time_millis_training: 36.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9841, kappa: 0.8421, kb_relative_information_score: 2984.9139, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.984, predictive_accuracy: 0.9843, prior_entropy: 0.3037, recall: 0.9843, relative_absolute_error: 0.2505, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.479, scimark_benchmark: 2017.3277, usercpu_time_millis: 4.1, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 3.973,

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

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