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: 0.8783, f_measure: 0.9198, kb_relative_information_score: -1034.8525, mean_absolute_error: 0.1002, 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: 0.9805, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.9839, scimark_benchmark: 1782.8618, usercpu_time_millis: 5.422, usercpu_time_millis_testing: 0.682, usercpu_time_millis_training: 4.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9824, kappa: 0.8255, kb_relative_information_score: 2663.905, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9823, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.5192, scimark_benchmark: 1747.7583, usercpu_time_millis: 19.305, usercpu_time_millis_testing: 0.65, usercpu_time_millis_training: 18.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.9742, kappa: 0.7494, kb_relative_information_score: 2034.0245, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9745, predictive_accuracy: 0.974, prior_entropy: 0.3037, recall: 0.974, relative_absolute_error: 0.3988, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.646, scimark_benchmark: 1730.1739, usercpu_time_millis: 37.205, usercpu_time_millis_testing: 1.546, usercpu_time_millis_training: 35.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9734, kappa: 0.7213, kb_relative_information_score: 2048.4406, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9739, predictive_accuracy: 0.9754, prior_entropy: 0.3037, recall: 0.9754, relative_absolute_error: 0.3942, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.5729, scimark_benchmark: 1739.8317, usercpu_time_millis: 9.763, usercpu_time_millis_testing: 0.781, usercpu_time_millis_training: 8.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9688, kappa: 0.6762, kb_relative_information_score: 1437.3605, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9684, predictive_accuracy: 0.9707, prior_entropy: 0.3037, recall: 0.9707, relative_absolute_error: 0.466, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.646, scimark_benchmark: 1826.6174, usercpu_time_millis: 1.489, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 1.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9061, f_measure: 0.9198, kb_relative_information_score: -1525.1869, mean_absolute_error: 0.0991, 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: 0.9692, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.9726, scimark_benchmark: 1735.226, usercpu_time_millis: 1.881, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 1.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9469, f_measure: 0.9198, kb_relative_information_score: -1235.8356, mean_absolute_error: 0.0921, 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: 0.9011, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2064, root_relative_squared_error: 0.9137, scimark_benchmark: 1806.3275, usercpu_time_millis: 12.973, usercpu_time_millis_testing: 1.344, usercpu_time_millis_training: 11.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9785, kappa: 0.7756, kb_relative_information_score: 2625.8997, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9792, predictive_accuracy: 0.98, prior_entropy: 0.3037, recall: 0.98, relative_absolute_error: 0.3604, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1192, root_relative_squared_error: 0.5278, scimark_benchmark: 1728.0127, usercpu_time_millis: 12.752, usercpu_time_millis_testing: 1.097, usercpu_time_millis_training: 11.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9693, kappa: 0.6717, kb_relative_information_score: 1386.6341, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9705, predictive_accuracy: 0.9723, prior_entropy: 0.3037, recall: 0.9723, relative_absolute_error: 0.5179, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.6503, scimark_benchmark: 1720.9675, usercpu_time_millis: 12.589, usercpu_time_millis_testing: 1.085, usercpu_time_millis_training: 11.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9801, kappa: 0.7968, kb_relative_information_score: 2789.8296, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9801, predictive_accuracy: 0.981, prior_entropy: 0.3037, recall: 0.981, relative_absolute_error: 0.3096, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.5006, scimark_benchmark: 1836.0236, usercpu_time_millis: 16.89, usercpu_time_millis_testing: 1.212, usercpu_time_millis_training: 15.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.9688, kappa: 0.6728, kb_relative_information_score: 1116.5829, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9687, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.517, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1544, root_relative_squared_error: 0.6835, scimark_benchmark: 1833.5534, usercpu_time_millis: 12.327, usercpu_time_millis_testing: 0.587, usercpu_time_millis_training: 11.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9815, kappa: 0.8175, kb_relative_information_score: 2572.2464, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9814, predictive_accuracy: 0.9816, prior_entropy: 0.3037, recall: 0.9816, relative_absolute_error: 0.3157, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1216, root_relative_squared_error: 0.5384, scimark_benchmark: 1830.4609, usercpu_time_millis: 35.169, usercpu_time_millis_testing: 1.448, usercpu_time_millis_training: 33.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9467, kappa: 0.373, kb_relative_information_score: 467.5735, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9591, predictive_accuracy: 0.9587, prior_entropy: 0.3037, recall: 0.9587, relative_absolute_error: 0.6997, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.7586, scimark_benchmark: 1805.4682, usercpu_time_millis: 11.442, usercpu_time_millis_testing: 1.35, usercpu_time_millis_training: 10.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9198, kb_relative_information_score: -965.5876, mean_absolute_error: 0.0903, 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: 0.8837, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.203, root_relative_squared_error: 0.8985, scimark_benchmark: 1778.0293, usercpu_time_millis: 11.879, usercpu_time_millis_testing: 1.103, usercpu_time_millis_training: 10.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9804, kappa: 0.7989, kb_relative_information_score: 2777.3739, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9806, predictive_accuracy: 0.9814, prior_entropy: 0.3037, recall: 0.9814, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.5076, scimark_benchmark: 1729.4787, usercpu_time_millis: 25.898, usercpu_time_millis_testing: 2.245, usercpu_time_millis_training: 23.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9794, kappa: 0.7941, kb_relative_information_score: 2726.1647, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9791, predictive_accuracy: 0.9797, prior_entropy: 0.3037, recall: 0.9797, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1228, root_relative_squared_error: 0.5434, scimark_benchmark: 1807.7929, usercpu_time_millis: 0.353, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.9198, kb_relative_information_score: -2216.6631, mean_absolute_error: 0.0909, 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: 0.8891, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.9055, scimark_benchmark: 1815.8935, usercpu_time_millis: 10.193, usercpu_time_millis_testing: 0.72, usercpu_time_millis_training: 9.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9762, kappa: 0.764, kb_relative_information_score: 2180.7592, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.976, predictive_accuracy: 0.9764, prior_entropy: 0.3037, recall: 0.9764, relative_absolute_error: 0.3944, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.5966, scimark_benchmark: 1725.9313, usercpu_time_millis: 48.926, usercpu_time_millis_testing: 2.636, usercpu_time_millis_training: 46.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9652, kappa: 0.6134, kb_relative_information_score: 1855.0691, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9702, predictive_accuracy: 0.9702, prior_entropy: 0.3037, recall: 0.9702, relative_absolute_error: 0.5116, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.6315, scimark_benchmark: 1732.0579, usercpu_time_millis: 7.831, usercpu_time_millis_testing: 0.787, usercpu_time_millis_training: 7.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.9689, kappa: 0.6731, kb_relative_information_score: 1062.8816, mean_absolute_error: 0.0575, 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: 0.5625, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.698, scimark_benchmark: 1734.4265, usercpu_time_millis: 8.986, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 8.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9501, kappa: 0.4174, kb_relative_information_score: 884.6463, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9617, predictive_accuracy: 0.9607, prior_entropy: 0.3037, recall: 0.9607, relative_absolute_error: 0.6605, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.165, root_relative_squared_error: 0.7305, scimark_benchmark: 1735.277, usercpu_time_millis: 8.744, usercpu_time_millis_testing: 1.252, usercpu_time_millis_training: 7.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.9454, kappa: 0.3569, kb_relative_information_score: 325.7455, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9576, predictive_accuracy: 0.9578, prior_entropy: 0.3037, recall: 0.9578, relative_absolute_error: 0.7164, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.174, root_relative_squared_error: 0.7703, scimark_benchmark: 1818.9727, usercpu_time_millis: 20.496, usercpu_time_millis_testing: 2.218, usercpu_time_millis_training: 18.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9827, kappa: 0.8277, kb_relative_information_score: 2555.1177, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9831, prior_entropy: 0.3037, recall: 0.9831, relative_absolute_error: 0.3207, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.5249, scimark_benchmark: 1846.9492, usercpu_time_millis: 15.168, usercpu_time_millis_testing: 0.76, usercpu_time_millis_training: 14.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9684, kappa: 0.6619, kb_relative_information_score: 1441.1459, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9695, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.5283, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.6496, scimark_benchmark: 1853.3248, usercpu_time_millis: 6.054, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 5.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9816, kappa: 0.8127, kb_relative_information_score: 2649.5109, mean_absolute_error: 0.0337, 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: 0.3301, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1167, root_relative_squared_error: 0.5165, scimark_benchmark: 1838.3249, usercpu_time_millis: 24.163, usercpu_time_millis_testing: 1.462, usercpu_time_millis_training: 22.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9822, kappa: 0.8199, kb_relative_information_score: 2552.0442, mean_absolute_error: 0.0337, 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: 0.3293, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.5191, scimark_benchmark: 1808.4128, usercpu_time_millis: 32.046, usercpu_time_millis_testing: 2.183, usercpu_time_millis_training: 29.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9735, kappa: 0.7284, kb_relative_information_score: 2022.7298, mean_absolute_error: 0.0414, 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: 0.4052, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.5863, scimark_benchmark: 1743.3075, usercpu_time_millis: 4.314, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 4.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9827, kappa: 0.8242, kb_relative_information_score: 2892.6944, mean_absolute_error: 0.0298, 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: 0.2912, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.4887, scimark_benchmark: 1829.7749, usercpu_time_millis: 26.803, usercpu_time_millis_testing: 1.861, usercpu_time_millis_training: 24.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9725, kappa: 0.7039, kb_relative_information_score: 2269.0425, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9748, predictive_accuracy: 0.9754, prior_entropy: 0.3037, recall: 0.9754, relative_absolute_error: 0.4322, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1315, root_relative_squared_error: 0.5819, scimark_benchmark: 1684.6233, usercpu_time_millis: 3.795, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 3.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9816, kappa: 0.8127, kb_relative_information_score: 2937.1453, mean_absolute_error: 0.0299, 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: 0.2922, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.4983, scimark_benchmark: 1835.0751, usercpu_time_millis: 37.087, usercpu_time_millis_testing: 2.617, usercpu_time_millis_training: 34.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9841, kappa: 0.8397, kb_relative_information_score: 2968.0806, mean_absolute_error: 0.0284, 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: 0.2781, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.4834, scimark_benchmark: 1908.2383, usercpu_time_millis: 22.57, usercpu_time_millis_testing: 1.323, usercpu_time_millis_training: 21.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9504, kappa: 0.4237, kb_relative_information_score: 684.305, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9607, predictive_accuracy: 0.9607, prior_entropy: 0.3037, recall: 0.9607, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.7385, scimark_benchmark: 1735.3909, usercpu_time_millis: 12.973, usercpu_time_millis_testing: 1.775, usercpu_time_millis_training: 11.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9816, kappa: 0.8119, kb_relative_information_score: 2631.5809, mean_absolute_error: 0.0335, 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: 0.3277, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.5104, scimark_benchmark: 1726.3286, usercpu_time_millis: 9.437, usercpu_time_millis_testing: 0.794, usercpu_time_millis_training: 8.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9779, kappa: 0.7671, kb_relative_information_score: 2412.2376, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9789, predictive_accuracy: 0.9795, prior_entropy: 0.3037, recall: 0.9795, relative_absolute_error: 0.3887, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.123, root_relative_squared_error: 0.5447, scimark_benchmark: 1836.6391, usercpu_time_millis: 25.848, usercpu_time_millis_testing: 2.178, usercpu_time_millis_training: 23.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.9687, kappa: 0.6663, kb_relative_information_score: 962.356, mean_absolute_error: 0.0612, 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: 0.5992, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.7108, scimark_benchmark: 1749.2737, usercpu_time_millis: 9.509, usercpu_time_millis_testing: 0.484, usercpu_time_millis_training: 9.025,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9824, kappa: 0.8263, kb_relative_information_score: 3193.7604, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9823, predictive_accuracy: 0.9824, prior_entropy: 0.3037, recall: 0.9824, relative_absolute_error: 0.217, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1174, root_relative_squared_error: 0.5196, scimark_benchmark: 1730.9786, usercpu_time_millis: 39.608, usercpu_time_millis_testing: 1.57, usercpu_time_millis_training: 38.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9821, kappa: 0.8239, kb_relative_information_score: 3168.6961, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.982, predictive_accuracy: 0.9822, prior_entropy: 0.3037, recall: 0.9822, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.5078, scimark_benchmark: 1742.7497, usercpu_time_millis: 56.92, usercpu_time_millis_testing: 2.376, usercpu_time_millis_training: 54.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9825, kappa: 0.828, kb_relative_information_score: 3144.2504, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9825, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.2212, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1135, root_relative_squared_error: 0.5023, scimark_benchmark: 1755.9862, usercpu_time_millis: 35.891, usercpu_time_millis_testing: 1.451, usercpu_time_millis_training: 34.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9697, kappa: 0.6853, kb_relative_information_score: 1584.9604, mean_absolute_error: 0.0455, 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: 0.4453, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.6254, scimark_benchmark: 1733.5367, usercpu_time_millis: 34.052, usercpu_time_millis_testing: 1.626, usercpu_time_millis_training: 32.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9699, kappa: 0.686, kb_relative_information_score: 1454.1819, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9697, predictive_accuracy: 0.9719, prior_entropy: 0.3037, recall: 0.9719, relative_absolute_error: 0.4713, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.6405, scimark_benchmark: 1740.6807, usercpu_time_millis: 34.392, usercpu_time_millis_testing: 1.953, usercpu_time_millis_training: 32.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9825, kappa: 0.8222, kb_relative_information_score: 2802.6199, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1139, root_relative_squared_error: 0.5041, scimark_benchmark: 1721.7619, usercpu_time_millis: 39.322, usercpu_time_millis_testing: 2.879, usercpu_time_millis_training: 36.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.9801, kappa: 0.8042, kb_relative_information_score: 3300.4455, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.98, predictive_accuracy: 0.9802, prior_entropy: 0.3037, recall: 0.9802, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.5603, scimark_benchmark: 1736.5256, usercpu_time_millis: 31.345, usercpu_time_millis_testing: 1.097, usercpu_time_millis_training: 30.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.978, kappa: 0.7756, kb_relative_information_score: 2196.2049, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9779, predictive_accuracy: 0.9789, prior_entropy: 0.3037, recall: 0.9789, relative_absolute_error: 0.3757, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.5516, scimark_benchmark: 1734.9449, usercpu_time_millis: 30.541, usercpu_time_millis_testing: 2.499, usercpu_time_millis_training: 28.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9836, kappa: 0.8374, kb_relative_information_score: 3102.4985, mean_absolute_error: 0.0238, 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: 0.2325, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1084, root_relative_squared_error: 0.4799, scimark_benchmark: 1730.8101, usercpu_time_millis: 37.472, usercpu_time_millis_testing: 1.59, usercpu_time_millis_training: 35.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9791, kappa: 0.7838, kb_relative_information_score: 2302.3253, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9795, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.3752, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.5442, scimark_benchmark: 1837.6808, usercpu_time_millis: 29.091, usercpu_time_millis_testing: 2.085, usercpu_time_millis_training: 27.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9825, kappa: 0.8238, kb_relative_information_score: 2866.545, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9824, predictive_accuracy: 0.9831, prior_entropy: 0.3037, recall: 0.9831, relative_absolute_error: 0.2918, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.4895, scimark_benchmark: 1723.6294, usercpu_time_millis: 35.23, usercpu_time_millis_testing: 2.419, usercpu_time_millis_training: 32.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9837, kappa: 0.8373, kb_relative_information_score: 3060.3718, mean_absolute_error: 0.0261, 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: 0.2552, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.4809, scimark_benchmark: 1803.2678, usercpu_time_millis: 40.392, usercpu_time_millis_testing: 2.316, usercpu_time_millis_training: 38.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9816, kappa: 0.8137, kb_relative_information_score: 2850.4473, mean_absolute_error: 0.0296, 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: 0.2894, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.4928, scimark_benchmark: 1706.7068, usercpu_time_millis: 25.167, usercpu_time_millis_testing: 1.927, usercpu_time_millis_training: 23.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9692, kappa: 0.6714, kb_relative_information_score: 1772.37, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9702, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.4762, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.6088, scimark_benchmark: 1815.8136, usercpu_time_millis: 25.926, usercpu_time_millis_testing: 1.916, usercpu_time_millis_training: 24.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.971, kappa: 0.7059, kb_relative_information_score: 1989.9065, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9705, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.4395, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.6192, scimark_benchmark: 1933.8019, usercpu_time_millis: 33.108, usercpu_time_millis_testing: 1.477, usercpu_time_millis_training: 31.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9843, kappa: 0.8439, kb_relative_information_score: 3048.1024, mean_absolute_error: 0.0248, 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: 0.2431, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.4765, scimark_benchmark: 1793.7458, usercpu_time_millis: 46.738, usercpu_time_millis_testing: 2.241, usercpu_time_millis_training: 44.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9726, kappa: 0.7201, kb_relative_information_score: 2046.5671, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9722, predictive_accuracy: 0.9738, prior_entropy: 0.3037, recall: 0.9738, relative_absolute_error: 0.4128, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.591, scimark_benchmark: 1780.7678, usercpu_time_millis: 30.978, usercpu_time_millis_testing: 1.944, usercpu_time_millis_training: 29.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9824, kappa: 0.8233, kb_relative_information_score: 2716.5983, mean_absolute_error: 0.0301, 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: 0.2947, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1144, root_relative_squared_error: 0.5063, scimark_benchmark: 1753.1524, usercpu_time_millis: 36.054, usercpu_time_millis_testing: 2.147, usercpu_time_millis_training: 33.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.976, kappa: 0.7522, kb_relative_information_score: 2140.3679, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.976, predictive_accuracy: 0.9773, prior_entropy: 0.3037, recall: 0.9773, relative_absolute_error: 0.3963, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.5629, scimark_benchmark: 1764.3965, usercpu_time_millis: 30.243, usercpu_time_millis_testing: 1.69, usercpu_time_millis_training: 28.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9747, kappa: 0.7326, kb_relative_information_score: 2320.9199, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9758, predictive_accuracy: 0.9769, prior_entropy: 0.3037, recall: 0.9769, relative_absolute_error: 0.4027, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1263, root_relative_squared_error: 0.559, scimark_benchmark: 1747.0296, usercpu_time_millis: 24.591, usercpu_time_millis_testing: 2.029, usercpu_time_millis_training: 22.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9692, kappa: 0.6808, kb_relative_information_score: 1652.8286, mean_absolute_error: 0.0463, 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: 0.4527, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.6254, scimark_benchmark: 1734.8748, usercpu_time_millis: 37.111, usercpu_time_millis_testing: 1.916, usercpu_time_millis_training: 35.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9829, kappa: 0.8267, kb_relative_information_score: 2894.8279, mean_absolute_error: 0.0297, 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: 0.2909, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.491, scimark_benchmark: 1730.7613, usercpu_time_millis: 27.751, usercpu_time_millis_testing: 2.242, usercpu_time_millis_training: 25.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9545, kappa: 0.4782, kb_relative_information_score: 566.2693, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9624, predictive_accuracy: 0.963, prior_entropy: 0.3037, recall: 0.963, relative_absolute_error: 0.6776, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.7456, scimark_benchmark: 1820.0655, usercpu_time_millis: 21.972, usercpu_time_millis_testing: 1.975, usercpu_time_millis_training: 19.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9738, kappa: 0.7219, kb_relative_information_score: 2185.5126, mean_absolute_error: 0.0418, 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: 0.4091, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.5682, scimark_benchmark: 1732.0068, usercpu_time_millis: 24.556, usercpu_time_millis_testing: 2.496, usercpu_time_millis_training: 22.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9824, kappa: 0.824, kb_relative_information_score: 2633.6404, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9823, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.3143, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.116, root_relative_squared_error: 0.5136, scimark_benchmark: 1859.1004, usercpu_time_millis: 36.929, usercpu_time_millis_testing: 1.713, usercpu_time_millis_training: 35.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.965, kappa: 0.6244, kb_relative_information_score: 917.8788, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9658, predictive_accuracy: 0.9686, prior_entropy: 0.3037, recall: 0.9686, relative_absolute_error: 0.6119, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.163, root_relative_squared_error: 0.7217, scimark_benchmark: 1794.5394, usercpu_time_millis: 21.937, usercpu_time_millis_testing: 1.358, usercpu_time_millis_training: 20.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9835, kappa: 0.8343, kb_relative_information_score: 2947.6131, mean_absolute_error: 0.0284, 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: 0.278, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.109, root_relative_squared_error: 0.4825, scimark_benchmark: 754.5173, usercpu_time_millis: 53.988, usercpu_time_millis_testing: 2.29, usercpu_time_millis_training: 51.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9769, kappa: 0.7579, kb_relative_information_score: 2232.1924, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9775, predictive_accuracy: 0.9785, prior_entropy: 0.3037, recall: 0.9785, relative_absolute_error: 0.4, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.56, scimark_benchmark: 1721.3225, usercpu_time_millis: 22.004, usercpu_time_millis_testing: 1.559, usercpu_time_millis_training: 20.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.9682, kappa: 0.6724, kb_relative_information_score: 793.183, mean_absolute_error: 0.052, 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: 0.5089, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.7165, scimark_benchmark: 1712.8694, usercpu_time_millis: 41.302, usercpu_time_millis_testing: 2.011, usercpu_time_millis_training: 39.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.7944, kb_relative_information_score: 2302.5653, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9801, predictive_accuracy: 0.981, prior_entropy: 0.3037, recall: 0.981, relative_absolute_error: 0.374, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.5441, scimark_benchmark: 1931.7854, usercpu_time_millis: 21.419, usercpu_time_millis_testing: 1.245, usercpu_time_millis_training: 20.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9623, kappa: 0.5947, kb_relative_information_score: 576.7243, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9626, predictive_accuracy: 0.9661, prior_entropy: 0.3037, recall: 0.9661, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.7515, scimark_benchmark: 1972.7381, usercpu_time_millis: 19.765, usercpu_time_millis_testing: 1.175, usercpu_time_millis_training: 18.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9833, kappa: 0.8331, kb_relative_information_score: 2818.8128, mean_absolute_error: 0.0292, 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: 0.2853, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1118, root_relative_squared_error: 0.4948, scimark_benchmark: 1763.9865, usercpu_time_millis: 12.301, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 11.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9808, kappa: 0.8025, kb_relative_information_score: 2764.9635, mean_absolute_error: 0.0337, 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: 0.3301, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.5083, scimark_benchmark: 1715.1741, usercpu_time_millis: 24.302, usercpu_time_millis_testing: 1.973, usercpu_time_millis_training: 22.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9701, kappa: 0.6751, kb_relative_information_score: 2117.3963, mean_absolute_error: 0.0475, 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: 0.4643, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.594, scimark_benchmark: 1937.7758, usercpu_time_millis: 21.619, usercpu_time_millis_testing: 1.794, usercpu_time_millis_training: 19.825,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

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

OpenML APIs