Task
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: 0.9897, f_measure: 0.983, kappa: 0.8294, kb_relative_information_score: 3023.7625, mean_absolute_error: 0.0273, 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: 0.2674, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.4812, scimark_benchmark: 1846.6258, usercpu_time_millis: 32.092, usercpu_time_millis_testing: 1.582, usercpu_time_millis_training: 30.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9836, kappa: 0.8374, kb_relative_information_score: 3106.0539, mean_absolute_error: 0.0237, 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: 0.2315, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.483, scimark_benchmark: 789.1809, usercpu_time_millis: 23.554, usercpu_time_millis_testing: 0.611, usercpu_time_millis_training: 22.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9836, kappa: 0.8367, kb_relative_information_score: 2928.1322, mean_absolute_error: 0.0276, 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: 0.2699, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.4911, scimark_benchmark: 1871.3925, usercpu_time_millis: 25.949, usercpu_time_millis_testing: 1.136, usercpu_time_millis_training: 24.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.9198, kb_relative_information_score: -694.0222, mean_absolute_error: 0.0819, 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: 0.8014, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.8351, scimark_benchmark: 788.5778, usercpu_time_millis: 23.457, usercpu_time_millis_testing: 1.898, usercpu_time_millis_training: 21.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9745, kappa: 0.7297, kb_relative_information_score: 2325.1796, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9756, predictive_accuracy: 0.9766, prior_entropy: 0.3037, recall: 0.9766, relative_absolute_error: 0.4089, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.127, root_relative_squared_error: 0.5621, scimark_benchmark: 1871.3226, usercpu_time_millis: 18.946, usercpu_time_millis_testing: 1.44, usercpu_time_millis_training: 17.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9735, kappa: 0.7284, kb_relative_information_score: 1993.0347, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9732, predictive_accuracy: 0.9748, prior_entropy: 0.3037, recall: 0.9748, relative_absolute_error: 0.4105, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1334, root_relative_squared_error: 0.5904, scimark_benchmark: 1877.2162, usercpu_time_millis: 14.558, usercpu_time_millis_testing: 0.717, usercpu_time_millis_training: 13.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9669, kappa: 0.638, kb_relative_information_score: 1824.2424, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.97, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.4872, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.6088, scimark_benchmark: 1844.9718, usercpu_time_millis: 16.141, usercpu_time_millis_testing: 1.187, usercpu_time_millis_training: 14.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.9198, kb_relative_information_score: -2215.2837, mean_absolute_error: 0.0893, 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: 0.8733, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.8935, scimark_benchmark: 1846.9319, usercpu_time_millis: 16.219, usercpu_time_millis_testing: 1.089, usercpu_time_millis_training: 15.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9763, kappa: 0.7666, kb_relative_information_score: 2201.8179, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9762, predictive_accuracy: 0.9764, prior_entropy: 0.3037, recall: 0.9764, relative_absolute_error: 0.3901, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1354, root_relative_squared_error: 0.5996, scimark_benchmark: 1862.5005, usercpu_time_millis: 13.772, usercpu_time_millis_testing: 0.471, usercpu_time_millis_training: 13.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.9198, kb_relative_information_score: -897.5163, mean_absolute_error: 0.088, 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: 0.8608, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.8825, scimark_benchmark: 1851.28, usercpu_time_millis: 11.995, usercpu_time_millis_testing: 1.452, usercpu_time_millis_training: 10.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9693, kappa: 0.6652, kb_relative_information_score: 2104.1191, mean_absolute_error: 0.0473, 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: 0.4626, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1332, root_relative_squared_error: 0.5898, scimark_benchmark: 1875.0498, usercpu_time_millis: 9.573, usercpu_time_millis_testing: 0.679, usercpu_time_millis_training: 8.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9635, kappa: 0.6, kb_relative_information_score: 862.3902, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.966, predictive_accuracy: 0.9682, prior_entropy: 0.3037, recall: 0.9682, relative_absolute_error: 0.6317, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.7242, scimark_benchmark: 1755.5333, usercpu_time_millis: 9.958, usercpu_time_millis_testing: 0.632, usercpu_time_millis_training: 9.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9198, kb_relative_information_score: -1151.8419, mean_absolute_error: 0.0937, 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: 0.9165, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.9255, scimark_benchmark: 1745.8009, usercpu_time_millis: 8.309, usercpu_time_millis_testing: 0.999, usercpu_time_millis_training: 7.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 6.4959, 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: 0.9974, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1865.4271, usercpu_time_millis: 6.492, usercpu_time_millis_testing: 1.118, usercpu_time_millis_training: 5.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.9198, kb_relative_information_score: 1.4747, 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: 0.9989, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1871.9601, usercpu_time_millis: 5.892, usercpu_time_millis_testing: 0.878, usercpu_time_millis_training: 5.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9794, kappa: 0.7997, kb_relative_information_score: 2359.5444, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9796, predictive_accuracy: 0.9793, prior_entropy: 0.3037, recall: 0.9793, relative_absolute_error: 0.3405, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.127, root_relative_squared_error: 0.5624, scimark_benchmark: 1848.723, usercpu_time_millis: 8.014, usercpu_time_millis_testing: 0.226, usercpu_time_millis_training: 7.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.9198, kb_relative_information_score: -1124.2604, mean_absolute_error: 0.0857, 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: 0.8383, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.8628, scimark_benchmark: 1758.1625, usercpu_time_millis: 9.718, usercpu_time_millis_testing: 0.59, usercpu_time_millis_training: 9.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9756, kappa: 0.7436, kb_relative_information_score: 2406.5878, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9764, predictive_accuracy: 0.9775, prior_entropy: 0.3037, recall: 0.9775, relative_absolute_error: 0.3694, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1231, root_relative_squared_error: 0.545, scimark_benchmark: 1823.3174, usercpu_time_millis: 5.985, usercpu_time_millis_testing: 0.468, usercpu_time_millis_training: 5.517,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.9198, kb_relative_information_score: 4.9796, 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: 0.998, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1876.0571, usercpu_time_millis: 2.176, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 1.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: -7.6318, 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: 0.9993, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1871.9601, usercpu_time_millis: 3.065, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 2.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.979, kappa: 0.7811, kb_relative_information_score: 2404.1695, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9796, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.3798, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.122, root_relative_squared_error: 0.5402, scimark_benchmark: 1846.6923, usercpu_time_millis: 3.743, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 3.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9687, kappa: 0.6677, kb_relative_information_score: 1255.6142, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9693, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.5101, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1496, root_relative_squared_error: 0.6622, scimark_benchmark: 789.4032, usercpu_time_millis: 2.232, usercpu_time_millis_testing: 0.131, usercpu_time_millis_training: 2.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9651, kappa: 0.6135, kb_relative_information_score: 1521.7143, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9696, predictive_accuracy: 0.97, prior_entropy: 0.3037, recall: 0.97, relative_absolute_error: 0.5419, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1458, root_relative_squared_error: 0.6455, scimark_benchmark: 1850.7491, usercpu_time_millis: 3.58, usercpu_time_millis_testing: 0.246, usercpu_time_millis_training: 3.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.9198, kb_relative_information_score: -1210.4776, mean_absolute_error: 0.094, 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: 0.9199, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.9283, scimark_benchmark: 1854.3736, usercpu_time_millis: 4.148, usercpu_time_millis_testing: 0.417, usercpu_time_millis_training: 3.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9687, kappa: 0.6749, kb_relative_information_score: 1138.8237, mean_absolute_error: 0.0503, 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: 0.4924, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.6789, scimark_benchmark: 790.7166, usercpu_time_millis: 81.882, usercpu_time_millis_testing: 2.411, usercpu_time_millis_training: 79.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9843, kappa: 0.8439, kb_relative_information_score: 3056.3448, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9842, predictive_accuracy: 0.9845, prior_entropy: 0.3037, recall: 0.9845, relative_absolute_error: 0.2477, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.476, scimark_benchmark: 790.2464, usercpu_time_millis: 54.804, usercpu_time_millis_testing: 2.11, usercpu_time_millis_training: 52.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9692, kappa: 0.6785, kb_relative_information_score: 1460.877, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.969, predictive_accuracy: 0.9713, prior_entropy: 0.3037, recall: 0.9713, relative_absolute_error: 0.5175, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.6521, scimark_benchmark: 790.3287, usercpu_time_millis: 50.527, usercpu_time_millis_testing: 2.423, usercpu_time_millis_training: 48.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9762, kappa: 0.7477, kb_relative_information_score: 2498.6909, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9777, predictive_accuracy: 0.9783, prior_entropy: 0.3037, recall: 0.9783, relative_absolute_error: 0.3875, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.5482, scimark_benchmark: 790.2522, usercpu_time_millis: 39.83, usercpu_time_millis_testing: 3.108, usercpu_time_millis_training: 36.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.982, kappa: 0.8229, kb_relative_information_score: 2662.7601, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9819, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.3002, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.5328, scimark_benchmark: 1827.059, usercpu_time_millis: 38.433, usercpu_time_millis_testing: 1.328, usercpu_time_millis_training: 37.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9838, kappa: 0.8367, kb_relative_information_score: 2926.3826, mean_absolute_error: 0.0284, 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: 0.2775, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.4853, scimark_benchmark: 1825.4281, usercpu_time_millis: 28.961, usercpu_time_millis_testing: 1.693, usercpu_time_millis_training: 27.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9701, kappa: 0.6845, kb_relative_information_score: 1387.5237, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9705, predictive_accuracy: 0.9725, prior_entropy: 0.3037, recall: 0.9725, relative_absolute_error: 0.5088, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.147, root_relative_squared_error: 0.6506, scimark_benchmark: 791.1719, usercpu_time_millis: 24.32, usercpu_time_millis_testing: 1.145, usercpu_time_millis_training: 23.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.979, kappa: 0.7811, kb_relative_information_score: 2629.1445, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9796, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.3565, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.5245, scimark_benchmark: 1827.8323, usercpu_time_millis: 24.56, usercpu_time_millis_testing: 2.026, usercpu_time_millis_training: 22.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9746, kappa: 0.7303, kb_relative_information_score: 2248.5621, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.976, predictive_accuracy: 0.9769, prior_entropy: 0.3037, recall: 0.9769, relative_absolute_error: 0.4163, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.5656, scimark_benchmark: 1826.1139, usercpu_time_millis: 22.838, usercpu_time_millis_testing: 1.663, usercpu_time_millis_training: 21.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9838, kappa: 0.8385, kb_relative_information_score: 3067.6592, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9837, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.4764, scimark_benchmark: 1916.334, usercpu_time_millis: 20.925, usercpu_time_millis_testing: 0.923, usercpu_time_millis_training: 20.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9472, kappa: 0.3813, kb_relative_information_score: 459.2388, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9588, predictive_accuracy: 0.9589, prior_entropy: 0.3037, recall: 0.9589, relative_absolute_error: 0.6985, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.171, root_relative_squared_error: 0.7572, scimark_benchmark: 1872.9496, usercpu_time_millis: 17.585, usercpu_time_millis_testing: 1.725, usercpu_time_millis_training: 15.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9841, kappa: 0.8415, kb_relative_information_score: 3103.4727, mean_absolute_error: 0.0246, 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: 0.2409, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.4765, scimark_benchmark: 1823.1379, usercpu_time_millis: 18.321, usercpu_time_millis_testing: 0.701, usercpu_time_millis_training: 17.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9688, kappa: 0.668, kb_relative_information_score: 1245.8857, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9696, predictive_accuracy: 0.9717, prior_entropy: 0.3037, recall: 0.9717, relative_absolute_error: 0.5353, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1505, root_relative_squared_error: 0.6662, scimark_benchmark: 1873.4078, usercpu_time_millis: 17.478, usercpu_time_millis_testing: 1.215, usercpu_time_millis_training: 16.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9687, kappa: 0.6759, kb_relative_information_score: 1115.4236, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9682, predictive_accuracy: 0.9704, prior_entropy: 0.3037, recall: 0.9704, relative_absolute_error: 0.545, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.6945, scimark_benchmark: 1915.2031, usercpu_time_millis: 13.085, usercpu_time_millis_testing: 0.595, usercpu_time_millis_training: 12.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9697, kappa: 0.6715, kb_relative_information_score: 1941.2719, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9722, predictive_accuracy: 0.9731, prior_entropy: 0.3037, recall: 0.9731, relative_absolute_error: 0.4675, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.5964, scimark_benchmark: 1872.9496, usercpu_time_millis: 9.478, usercpu_time_millis_testing: 0.663, usercpu_time_millis_training: 8.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9838, kappa: 0.8391, kb_relative_information_score: 3096.1942, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9837, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2414, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.4765, scimark_benchmark: 1821.4304, usercpu_time_millis: 14.556, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 14.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9668, kappa: 0.6364, kb_relative_information_score: 1580.8629, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9701, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.5206, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.143, root_relative_squared_error: 0.6332, scimark_benchmark: 1800.6046, usercpu_time_millis: 12.931, usercpu_time_millis_testing: 0.91, usercpu_time_millis_training: 12.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9705, kappa: 0.6902, kb_relative_information_score: 1881.7692, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9707, predictive_accuracy: 0.9727, prior_entropy: 0.3037, recall: 0.9727, relative_absolute_error: 0.4563, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.136, root_relative_squared_error: 0.6019, scimark_benchmark: 1829.3312, usercpu_time_millis: 10.66, usercpu_time_millis_testing: 0.558, usercpu_time_millis_training: 10.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.985, kappa: 0.8521, kb_relative_information_score: 3031.8322, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9849, predictive_accuracy: 0.9851, prior_entropy: 0.3037, recall: 0.9851, relative_absolute_error: 0.2414, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.4856, scimark_benchmark: 1916.0261, usercpu_time_millis: 8.618, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 8.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9673, kappa: 0.6461, kb_relative_information_score: 1188.2621, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.969, predictive_accuracy: 0.9709, prior_entropy: 0.3037, recall: 0.9709, relative_absolute_error: 0.5498, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.6842, scimark_benchmark: 1821.938, usercpu_time_millis: 9.908, usercpu_time_millis_testing: 0.73, usercpu_time_millis_training: 9.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9811, kappa: 0.8079, kb_relative_information_score: 2789.563, mean_absolute_error: 0.0309, 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: 0.3023, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.5008, scimark_benchmark: 1869.6309, usercpu_time_millis: 6.455, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 6.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9641, kappa: 0.6008, kb_relative_information_score: 1399.2206, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9691, predictive_accuracy: 0.9694, prior_entropy: 0.3037, recall: 0.9694, relative_absolute_error: 0.5642, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.6569, scimark_benchmark: 1872.4216, usercpu_time_millis: 10.231, usercpu_time_millis_testing: 0.869, usercpu_time_millis_training: 9.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.9198, kb_relative_information_score: -3054.4779, mean_absolute_error: 0.0933, 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: 0.9123, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.9281, scimark_benchmark: 1761.2135, usercpu_time_millis: 8.42, usercpu_time_millis_testing: 0.606, usercpu_time_millis_training: 7.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.9198, kb_relative_information_score: -1524.052, mean_absolute_error: 0.0993, 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: 0.9719, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.9748, scimark_benchmark: 791.1719, usercpu_time_millis: 3.834, usercpu_time_millis_testing: 0.318, usercpu_time_millis_training: 3.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9716, kappa: 0.694, kb_relative_information_score: 2226.2834, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9737, predictive_accuracy: 0.9746, prior_entropy: 0.3037, recall: 0.9746, relative_absolute_error: 0.4404, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1322, root_relative_squared_error: 0.5853, scimark_benchmark: 1825.3917, usercpu_time_millis: 5.339, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 4.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.9198, kb_relative_information_score: -2.7118, 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: 0.9988, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1823.9063, usercpu_time_millis: 4.741, usercpu_time_millis_testing: 0.626, usercpu_time_millis_training: 4.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.9198, kb_relative_information_score: 5.2838, 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: 0.9979, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1918.765, usercpu_time_millis: 2.341, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 1.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9807, kappa: 0.8031, kb_relative_information_score: 2652.2413, mean_absolute_error: 0.0335, 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: 0.3274, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.5102, scimark_benchmark: 1872.0299, usercpu_time_millis: 4.104, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 3.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9775, kappa: 0.7765, kb_relative_information_score: 2231.7209, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9773, predictive_accuracy: 0.9779, prior_entropy: 0.3037, recall: 0.9779, relative_absolute_error: 0.374, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.5657, scimark_benchmark: 790.2522, usercpu_time_millis: 3.078, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 2.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 5.4315, 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: 0.9978, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1909.6324, usercpu_time_millis: 2.728, usercpu_time_millis_testing: 0.441, usercpu_time_millis_training: 2.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9834, kappa: 0.8356, kb_relative_information_score: 3068.64, mean_absolute_error: 0.025, 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: 0.2443, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.477, scimark_benchmark: 789.6492, usercpu_time_millis: 67.162, usercpu_time_millis_testing: 2.448, usercpu_time_millis_training: 64.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9833, kappa: 0.8318, kb_relative_information_score: 2898.4636, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9831, predictive_accuracy: 0.9837, prior_entropy: 0.3037, recall: 0.9837, relative_absolute_error: 0.2692, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.11, root_relative_squared_error: 0.4871, scimark_benchmark: 791.1719, usercpu_time_millis: 39.28, usercpu_time_millis_testing: 1.774, usercpu_time_millis_training: 37.506,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9807, kappa: 0.8015, kb_relative_information_score: 2831.7098, mean_absolute_error: 0.0323, 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: 0.3164, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.5027, scimark_benchmark: 791.1719, usercpu_time_millis: 25.023, usercpu_time_millis_testing: 1.094, usercpu_time_millis_training: 23.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9744, kappa: 0.729, kb_relative_information_score: 2113.9978, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9753, predictive_accuracy: 0.9764, prior_entropy: 0.3037, recall: 0.9764, relative_absolute_error: 0.4202, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.573, scimark_benchmark: 1869.6309, usercpu_time_millis: 29.792, usercpu_time_millis_testing: 1.822, usercpu_time_millis_training: 27.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9828, kappa: 0.8269, kb_relative_information_score: 2986.1013, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9827, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2731, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.4836, scimark_benchmark: 1798.5187, usercpu_time_millis: 23.475, usercpu_time_millis_testing: 1.272, usercpu_time_millis_training: 22.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.969, kappa: 0.6605, kb_relative_information_score: 2045.7638, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9727, predictive_accuracy: 0.9729, prior_entropy: 0.3037, recall: 0.9729, relative_absolute_error: 0.4855, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1381, root_relative_squared_error: 0.6113, scimark_benchmark: 1872.4216, usercpu_time_millis: 23.548, usercpu_time_millis_testing: 2.412, usercpu_time_millis_training: 21.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9705, kappa: 0.6787, kb_relative_information_score: 2165.5702, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9736, predictive_accuracy: 0.974, prior_entropy: 0.3037, recall: 0.974, relative_absolute_error: 0.4588, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1336, root_relative_squared_error: 0.5915, scimark_benchmark: 790.2522, usercpu_time_millis: 17.94, usercpu_time_millis_testing: 1.237, usercpu_time_millis_training: 16.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9835, kappa: 0.8343, kb_relative_information_score: 3031.1658, mean_absolute_error: 0.0266, 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: 0.2601, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.482, scimark_benchmark: 1823.238, usercpu_time_millis: 15.83, usercpu_time_millis_testing: 0.836, usercpu_time_millis_training: 14.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.9198, kb_relative_information_score: -770.411, mean_absolute_error: 0.0875, 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: 0.8561, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.8768, scimark_benchmark: 789.5549, usercpu_time_millis: 12.736, usercpu_time_millis_testing: 1.101, usercpu_time_millis_training: 11.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.9198, kb_relative_information_score: -388.1525, mean_absolute_error: 0.0831, 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: 0.8132, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.8403, scimark_benchmark: 1872.4216, usercpu_time_millis: 12.367, usercpu_time_millis_testing: 1.212, usercpu_time_millis_training: 11.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9836, kappa: 0.8355, kb_relative_information_score: 2982.9455, mean_absolute_error: 0.028, 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: 0.2737, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.4829, scimark_benchmark: 2035.9841, usercpu_time_millis: 10.443, usercpu_time_millis_testing: 0.474, usercpu_time_millis_training: 9.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9783, kappa: 0.7913, kb_relative_information_score: 2518.0386, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9788, predictive_accuracy: 0.9779, prior_entropy: 0.3037, recall: 0.9779, relative_absolute_error: 0.3114, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1299, root_relative_squared_error: 0.5748, scimark_benchmark: 1869.9448, usercpu_time_millis: 15.65, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 15.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9701, kappa: 0.6751, kb_relative_information_score: 2146.8798, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9729, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.4569, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.5894, scimark_benchmark: 1870.2804, usercpu_time_millis: 8.634, usercpu_time_millis_testing: 0.654, usercpu_time_millis_training: 7.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: -7.6667, 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: 2030.4247, usercpu_time_millis: 8.093, usercpu_time_millis_testing: 1.015, usercpu_time_millis_training: 7.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.9198, kb_relative_information_score: 1.489, 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: 0.9977, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 791.1719, usercpu_time_millis: 8.482, usercpu_time_millis_testing: 1.045, usercpu_time_millis_training: 7.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.9684, kappa: 0.6695, kb_relative_information_score: 1093.7827, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9682, predictive_accuracy: 0.9707, prior_entropy: 0.3037, recall: 0.9707, relative_absolute_error: 0.5103, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.6848, scimark_benchmark: 790.2464, usercpu_time_millis: 8.835, usercpu_time_millis_testing: 0.338, usercpu_time_millis_training: 8.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.9198, kb_relative_information_score: -1059.1709, mean_absolute_error: 0.1001, 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: 0.9796, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.9833, scimark_benchmark: 790.4884, usercpu_time_millis: 7.87, usercpu_time_millis_testing: 0.803, usercpu_time_millis_training: 7.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.9198, kb_relative_information_score: -2470.6605, mean_absolute_error: 0.0943, 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: 0.9222, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.9344, scimark_benchmark: 1863.7532, usercpu_time_millis: 13.602, usercpu_time_millis_testing: 0.976, usercpu_time_millis_training: 12.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9644, kappa: 0.6046, kb_relative_information_score: 1501.1555, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9687, predictive_accuracy: 0.9694, prior_entropy: 0.3037, recall: 0.9694, relative_absolute_error: 0.5437, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.6473, scimark_benchmark: 1835.9184, usercpu_time_millis: 7.482, usercpu_time_millis_testing: 0.656, usercpu_time_millis_training: 6.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9784, kappa: 0.7737, kb_relative_information_score: 2519.5803, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9793, predictive_accuracy: 0.98, prior_entropy: 0.3037, recall: 0.98, relative_absolute_error: 0.3709, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.5331, scimark_benchmark: 1867.725, usercpu_time_millis: 10.935, usercpu_time_millis_testing: 0.747, usercpu_time_millis_training: 10.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9422, kappa: 0.3123, kb_relative_information_score: 320.8605, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9565, predictive_accuracy: 0.9562, prior_entropy: 0.3037, recall: 0.9562, relative_absolute_error: 0.7135, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.7685, scimark_benchmark: 790.3407, usercpu_time_millis: 4.287, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 3.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9822, kappa: 0.8192, kb_relative_information_score: 2856.39, mean_absolute_error: 0.029, 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: 0.2833, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.4935, scimark_benchmark: 1814.7714, usercpu_time_millis: 5.178, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 4.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9841, kappa: 0.8449, kb_relative_information_score: 2898.3531, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9842, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2588, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1154, root_relative_squared_error: 0.5108, scimark_benchmark: 1836.3766, usercpu_time_millis: 3.643, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 3.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9378, kappa: 0.2529, kb_relative_information_score: 213.7657, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9538, predictive_accuracy: 0.9539, prior_entropy: 0.3037, recall: 0.9539, relative_absolute_error: 0.7356, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.7857, scimark_benchmark: 1873.4078, usercpu_time_millis: 9.477, usercpu_time_millis_testing: 0.759, usercpu_time_millis_training: 8.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.971, kappa: 0.6918, kb_relative_information_score: 1778.676, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9719, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.4668, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.6086, scimark_benchmark: 1823.6204, usercpu_time_millis: 3.906, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 3.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9827, kappa: 0.8264, kb_relative_information_score: 2665.1874, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9825, predictive_accuracy: 0.9831, prior_entropy: 0.3037, recall: 0.9831, relative_absolute_error: 0.3065, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.5139, scimark_benchmark: 1823.5351, usercpu_time_millis: 4.8, usercpu_time_millis_testing: 0.142, usercpu_time_millis_training: 4.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9198, kb_relative_information_score: -894.7732, mean_absolute_error: 0.0865, 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: 0.8458, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.8701, scimark_benchmark: 1823.5351, usercpu_time_millis: 1.607, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 1.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.9198, kb_relative_information_score: -214.4104, mean_absolute_error: 0.0799, 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: 0.7812, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.8168, scimark_benchmark: 1826.1793, usercpu_time_millis: 2.227, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 1.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8511, f_measure: 0.9198, kb_relative_information_score: -2772.6474, mean_absolute_error: 0.0987, 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: 0.9652, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.9719, scimark_benchmark: 1869.1029, usercpu_time_millis: 4.862, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 4.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.984, kappa: 0.8397, kb_relative_information_score: 3111.5986, mean_absolute_error: 0.0255, 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: 0.2496, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.4835, scimark_benchmark: 787.6569, usercpu_time_millis: 57.932, usercpu_time_millis_testing: 2.373, usercpu_time_millis_training: 55.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.983, kappa: 0.8308, kb_relative_information_score: 3159.0924, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9828, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2374, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.4936, scimark_benchmark: 1755.4795, usercpu_time_millis: 50.211, usercpu_time_millis_testing: 2.282, usercpu_time_millis_training: 47.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9694, kappa: 0.6801, kb_relative_information_score: 1300.8005, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9692, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.5181, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.15, root_relative_squared_error: 0.664, scimark_benchmark: 790.3407, usercpu_time_millis: 50.024, usercpu_time_millis_testing: 2.394, usercpu_time_millis_training: 47.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.974, kappa: 0.7237, kb_relative_information_score: 2293.2243, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9752, predictive_accuracy: 0.9762, prior_entropy: 0.3037, recall: 0.9762, relative_absolute_error: 0.4118, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.5637, scimark_benchmark: 1875.5079, usercpu_time_millis: 39.834, usercpu_time_millis_testing: 3.073, usercpu_time_millis_training: 36.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9579, f_measure: 0.9682, kappa: 0.6724, kb_relative_information_score: 1105.4148, mean_absolute_error: 0.0534, 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: 0.5228, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1604, root_relative_squared_error: 0.7102, scimark_benchmark: 1872.8797, usercpu_time_millis: 36.461, usercpu_time_millis_testing: 1.633, usercpu_time_millis_training: 34.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9834, kappa: 0.8343, kb_relative_information_score: 2704.8458, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9832, predictive_accuracy: 0.9837, prior_entropy: 0.3037, recall: 0.9837, relative_absolute_error: 0.2999, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.5105, scimark_benchmark: 1842.8636, usercpu_time_millis: 33.934, usercpu_time_millis_testing: 1.483, usercpu_time_millis_training: 32.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9761, kappa: 0.7632, kb_relative_information_score: 2174.877, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9759, predictive_accuracy: 0.9764, prior_entropy: 0.3037, recall: 0.9764, relative_absolute_error: 0.3882, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.5969, scimark_benchmark: 1874.2017, usercpu_time_millis: 34.379, usercpu_time_millis_testing: 1.325, usercpu_time_millis_training: 33.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9691, kappa: 0.6795, kb_relative_information_score: 1323.8195, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9688, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.4933, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1496, root_relative_squared_error: 0.6623, scimark_benchmark: 1870.9126, usercpu_time_millis: 30.703, usercpu_time_millis_testing: 1.312, usercpu_time_millis_training: 29.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9702, kappa: 0.6765, kb_relative_information_score: 2094.0277, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9728, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.4571, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.5893, scimark_benchmark: 1873.4078, usercpu_time_millis: 25.589, usercpu_time_millis_testing: 2.14, usercpu_time_millis_training: 23.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9841, kappa: 0.8421, kb_relative_information_score: 3091.1704, mean_absolute_error: 0.025, 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: 0.245, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.476, scimark_benchmark: 1873.4078, usercpu_time_millis: 23.952, usercpu_time_millis_testing: 1.077, usercpu_time_millis_training: 22.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9837, kappa: 0.8373, kb_relative_information_score: 3011.3719, 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: 0.2695, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.4809, scimark_benchmark: 1869.6309, usercpu_time_millis: 19.633, usercpu_time_millis_testing: 1.029, usercpu_time_millis_training: 18.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9753, kappa: 0.7381, kb_relative_information_score: 2444.3435, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9767, predictive_accuracy: 0.9775, prior_entropy: 0.3037, recall: 0.9775, relative_absolute_error: 0.3973, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.5542, scimark_benchmark: 1867.6581, usercpu_time_millis: 18.051, usercpu_time_millis_testing: 1.816, usercpu_time_millis_training: 16.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9771, kappa: 0.7732, kb_relative_information_score: 2236.6455, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9769, predictive_accuracy: 0.9773, prior_entropy: 0.3037, recall: 0.9773, relative_absolute_error: 0.3759, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.5746, scimark_benchmark: 1865.6428, usercpu_time_millis: 17.607, usercpu_time_millis_testing: 0.764, usercpu_time_millis_training: 16.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9784, kappa: 0.7893, kb_relative_information_score: 2280.3745, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9785, predictive_accuracy: 0.9783, prior_entropy: 0.3037, recall: 0.9783, relative_absolute_error: 0.3608, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1301, root_relative_squared_error: 0.5759, scimark_benchmark: 1871.8964, usercpu_time_millis: 12.712, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 12.284,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.

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Leaderboard

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

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