OpenML
Supervised Classification on wilt

Supervised Classification on wilt

Task 9889 Supervised Classification wilt 59008 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

59008 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9743, kappa: 0.7279, kb_relative_information_score: 2460.4378, mean_absolute_error: 0.0392, 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: 0.3837, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.5543, scimark_benchmark: 1846.686, usercpu_time_millis: 19.371, usercpu_time_millis_testing: 1.692, usercpu_time_millis_training: 17.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9405, kappa: 0.2882, kb_relative_information_score: 250.9021, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9576, predictive_accuracy: 0.9556, prior_entropy: 0.3037, recall: 0.9556, relative_absolute_error: 0.7187, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.7741, scimark_benchmark: 1838.1282, usercpu_time_millis: 9.569, usercpu_time_millis_testing: 0.651, usercpu_time_millis_training: 8.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9747, kappa: 0.7326, kb_relative_information_score: 2343.3119, mean_absolute_error: 0.0403, 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: 0.3939, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.5559, scimark_benchmark: 1855.2567, usercpu_time_millis: 11.646, usercpu_time_millis_testing: 1.173, usercpu_time_millis_training: 10.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9558, kappa: 0.4941, kb_relative_information_score: 1170.0214, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9642, predictive_accuracy: 0.964, prior_entropy: 0.3037, recall: 0.964, relative_absolute_error: 0.6232, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.7058, scimark_benchmark: 1752.4392, usercpu_time_millis: 18.435, usercpu_time_millis_testing: 2.159, usercpu_time_millis_training: 16.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.9198, kb_relative_information_score: 5.0551, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1862.7172, usercpu_time_millis: 3.884, usercpu_time_millis_testing: 0.668, usercpu_time_millis_training: 3.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.9587, kappa: 0.5357, kb_relative_information_score: 624.5144, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9636, predictive_accuracy: 0.9653, prior_entropy: 0.3037, recall: 0.9653, relative_absolute_error: 0.6613, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.738, scimark_benchmark: 1858.9117, usercpu_time_millis: 15.034, usercpu_time_millis_testing: 1.185, usercpu_time_millis_training: 13.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9787, kappa: 0.7843, kb_relative_information_score: 2199.0219, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9784, predictive_accuracy: 0.9793, prior_entropy: 0.3037, recall: 0.9793, relative_absolute_error: 0.376, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.5556, scimark_benchmark: 1853.3248, usercpu_time_millis: 7.695, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 7.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9678, kappa: 0.6482, kb_relative_information_score: 1603.993, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9707, predictive_accuracy: 0.9717, prior_entropy: 0.3037, recall: 0.9717, relative_absolute_error: 0.524, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1446, root_relative_squared_error: 0.64, scimark_benchmark: 1868.6633, usercpu_time_millis: 6.157, usercpu_time_millis_testing: 0.507, usercpu_time_millis_training: 5.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9664, kappa: 0.6312, kb_relative_information_score: 1593.0296, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9695, predictive_accuracy: 0.9707, prior_entropy: 0.3037, recall: 0.9707, relative_absolute_error: 0.5148, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.6293, scimark_benchmark: 1849.5337, usercpu_time_millis: 5.293, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 4.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.9692, kappa: 0.6714, kb_relative_information_score: 1164.6125, mean_absolute_error: 0.0549, 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: 0.5369, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1535, root_relative_squared_error: 0.6796, scimark_benchmark: 1867.0106, usercpu_time_millis: 4.16, usercpu_time_millis_testing: 0.241, usercpu_time_millis_training: 3.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9793, kappa: 0.7856, kb_relative_information_score: 2567.884, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9798, predictive_accuracy: 0.9806, prior_entropy: 0.3037, recall: 0.9806, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.5244, scimark_benchmark: 1854.3951, usercpu_time_millis: 7.051, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 6.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.9633, kappa: 0.5983, kb_relative_information_score: 840.6679, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9657, predictive_accuracy: 0.968, prior_entropy: 0.3037, recall: 0.968, relative_absolute_error: 0.6537, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.7388, scimark_benchmark: 1869.7107, usercpu_time_millis: 4.156, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 3.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9744, kappa: 0.7285, kb_relative_information_score: 2241.4051, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9757, predictive_accuracy: 0.9766, prior_entropy: 0.3037, recall: 0.9766, relative_absolute_error: 0.4102, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.5684, scimark_benchmark: 1870.4545, usercpu_time_millis: 16.572, usercpu_time_millis_testing: 1.442, usercpu_time_millis_training: 15.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.9198, kb_relative_information_score: 5.0699, 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: 1868.3779, usercpu_time_millis: 2.692, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 2.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9676, kappa: 0.645, kb_relative_information_score: 1804.9406, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9709, predictive_accuracy: 0.9717, prior_entropy: 0.3037, recall: 0.9717, relative_absolute_error: 0.4991, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.6132, scimark_benchmark: 1855.2567, usercpu_time_millis: 19.574, usercpu_time_millis_testing: 1.67, usercpu_time_millis_training: 17.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9812, kappa: 0.8075, kb_relative_information_score: 2771.1957, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9813, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.2987, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.5021, scimark_benchmark: 1851.3591, usercpu_time_millis: 3.884, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 3.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9712, kappa: 0.688, kb_relative_information_score: 2154.0796, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9738, predictive_accuracy: 0.9744, prior_entropy: 0.3037, recall: 0.9744, relative_absolute_error: 0.4461, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1323, root_relative_squared_error: 0.5859, scimark_benchmark: 1859.4881, usercpu_time_millis: 4.063, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 3.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9838, kappa: 0.8391, kb_relative_information_score: 3105.7643, mean_absolute_error: 0.0238, 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: 0.2324, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.4814, scimark_benchmark: 1862.7172, usercpu_time_millis: 5.487, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 5.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9523, kappa: 0.4493, kb_relative_information_score: 604.6363, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9614, predictive_accuracy: 0.9618, prior_entropy: 0.3037, recall: 0.9618, relative_absolute_error: 0.6748, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.7432, scimark_benchmark: 1851.1533, usercpu_time_millis: 5.504, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 5.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9711, kappa: 0.6931, kb_relative_information_score: 1810.7205, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9718, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.4446, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.6036, scimark_benchmark: 1868.8974, usercpu_time_millis: 4.148, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 3.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9811, kappa: 0.8079, kb_relative_information_score: 2452.6251, mean_absolute_error: 0.0358, 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: 0.3507, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.5315, scimark_benchmark: 1854.1776, usercpu_time_millis: 7.062, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 6.761,
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: 0.9867, f_measure: 0.9699, kappa: 0.6733, kb_relative_information_score: 2025.3421, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9726, predictive_accuracy: 0.9733, prior_entropy: 0.3037, recall: 0.9733, relative_absolute_error: 0.4592, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.5921, scimark_benchmark: 1863.1711, usercpu_time_millis: 6.394, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 5.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9198, kb_relative_information_score: -5.2109, 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: 1854.1111, usercpu_time_millis: 3.956, usercpu_time_millis_testing: 0.503, usercpu_time_millis_training: 3.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.968, kappa: 0.6585, kb_relative_information_score: 1592.1902, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9689, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.4994, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.143, root_relative_squared_error: 0.6332, scimark_benchmark: 1858.9213, usercpu_time_millis: 0.753, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9834, kappa: 0.8337, kb_relative_information_score: 2936.6258, mean_absolute_error: 0.0265, 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: 0.2589, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.4848, scimark_benchmark: 1848.1679, usercpu_time_millis: 3.259, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 3.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9685, kappa: 0.6622, kb_relative_information_score: 1171.1733, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9698, predictive_accuracy: 0.9717, prior_entropy: 0.3037, recall: 0.9717, relative_absolute_error: 0.5559, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.6766, scimark_benchmark: 1847.4043, usercpu_time_millis: 5.946, usercpu_time_millis_testing: 0.467, usercpu_time_millis_training: 5.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9833, kappa: 0.8356, kb_relative_information_score: 2848.6975, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9832, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1139, root_relative_squared_error: 0.5043, scimark_benchmark: 1861.2963, usercpu_time_millis: 10.646, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 10.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.98, kappa: 0.7929, kb_relative_information_score: 2708.9161, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9805, predictive_accuracy: 0.9812, prior_entropy: 0.3037, recall: 0.9812, relative_absolute_error: 0.3406, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.517, scimark_benchmark: 1862.4126, usercpu_time_millis: 4.345, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 3.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9198, kb_relative_information_score: 6.1646, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1845.3766, usercpu_time_millis: 4.134, usercpu_time_millis_testing: 0.867, usercpu_time_millis_training: 3.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9832, kappa: 0.8305, kb_relative_information_score: 2929.9626, mean_absolute_error: 0.0289, 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: 0.2826, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1102, root_relative_squared_error: 0.4878, scimark_benchmark: 1857.1406, usercpu_time_millis: 2.324, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 2.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9701, kappa: 0.6868, kb_relative_information_score: 1342.3681, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9702, predictive_accuracy: 0.9723, prior_entropy: 0.3037, recall: 0.9723, relative_absolute_error: 0.4981, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.6566, scimark_benchmark: 1859.4255, usercpu_time_millis: 1.535, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 1.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9831, kappa: 0.8307, kb_relative_information_score: 2955.5466, mean_absolute_error: 0.0272, 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: 0.2659, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1102, root_relative_squared_error: 0.4878, scimark_benchmark: 1862.7172, usercpu_time_millis: 5.333, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 5.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.9198, kb_relative_information_score: -1116.5266, mean_absolute_error: 0.0995, 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: 0.9736, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.9764, scimark_benchmark: 1860.8554, usercpu_time_millis: 2.191, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 2.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9198, kb_relative_information_score: 5.5582, 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: 1864.6011, usercpu_time_millis: 3.831, usercpu_time_millis_testing: 0.675, usercpu_time_millis_training: 3.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9501, kappa: 0.4208, kb_relative_information_score: 375.4867, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9594, predictive_accuracy: 0.9603, prior_entropy: 0.3037, recall: 0.9603, relative_absolute_error: 0.688, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.7548, scimark_benchmark: 1868.8974, usercpu_time_millis: 12.605, usercpu_time_millis_testing: 0.924, usercpu_time_millis_training: 11.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9602, kappa: 0.555, kb_relative_information_score: 853.865, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9648, predictive_accuracy: 0.9663, prior_entropy: 0.3037, recall: 0.9663, relative_absolute_error: 0.6259, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.7112, scimark_benchmark: 1860.9209, usercpu_time_millis: 2.001, usercpu_time_millis_testing: 0.128, usercpu_time_millis_training: 1.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.9198, kb_relative_information_score: -1277.3266, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9722, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.9757, scimark_benchmark: 1845.8794, usercpu_time_millis: 11.031, usercpu_time_millis_testing: 1.272, usercpu_time_millis_training: 9.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9689, kappa: 0.6765, kb_relative_information_score: 1154.242, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9686, predictive_accuracy: 0.9709, prior_entropy: 0.3037, recall: 0.9709, relative_absolute_error: 0.4919, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.6764, scimark_benchmark: 1859.4255, usercpu_time_millis: 8.662, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 8.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9707, kappa: 0.6864, kb_relative_information_score: 1266.3375, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9721, predictive_accuracy: 0.9735, prior_entropy: 0.3037, recall: 0.9735, relative_absolute_error: 0.479, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.6489, scimark_benchmark: 1856.7467, usercpu_time_millis: 0.247, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.786, f_measure: 0.9198, kb_relative_information_score: -5153.7475, mean_absolute_error: 0.0973, 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: 0.9517, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.9765, scimark_benchmark: 1857.9467, usercpu_time_millis: 12.693, usercpu_time_millis_testing: 0.648, usercpu_time_millis_training: 12.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.9198, kb_relative_information_score: -13.8061, 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: 1857.6343, usercpu_time_millis: 1.928, usercpu_time_millis_testing: 0.221, usercpu_time_millis_training: 1.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9356, kappa: 0.2208, kb_relative_information_score: 115.2594, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9553, predictive_accuracy: 0.9531, prior_entropy: 0.3037, recall: 0.9531, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.777, scimark_benchmark: 1848.9541, usercpu_time_millis: 3.679, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 3.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9818, kappa: 0.8145, kb_relative_information_score: 2656.9407, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9819, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.3221, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.116, root_relative_squared_error: 0.5137, scimark_benchmark: 1865.1864, usercpu_time_millis: 1.415, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 1.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9566, kappa: 0.5051, kb_relative_information_score: 515.7994, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9643, predictive_accuracy: 0.9645, prior_entropy: 0.3037, recall: 0.9645, relative_absolute_error: 0.6743, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.7473, scimark_benchmark: 1854.3951, usercpu_time_millis: 8.803, usercpu_time_millis_testing: 0.684, usercpu_time_millis_training: 8.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.9198, kb_relative_information_score: -6.7311, 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: 0.9991, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1864.2743, usercpu_time_millis: 5.297, usercpu_time_millis_testing: 0.785, usercpu_time_millis_training: 4.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.9198, kb_relative_information_score: -1.308, 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: 0.9985, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1859.4881, usercpu_time_millis: 2.219, usercpu_time_millis_testing: 0.226, usercpu_time_millis_training: 1.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9752, kappa: 0.7561, kb_relative_information_score: 2145.9935, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9751, predictive_accuracy: 0.9752, prior_entropy: 0.3037, recall: 0.9752, relative_absolute_error: 0.391, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.6125, scimark_benchmark: 1858.9117, usercpu_time_millis: 5.283, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 5.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.9198, kb_relative_information_score: -1188.322, mean_absolute_error: 0.0941, 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: 0.9205, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.9306, scimark_benchmark: 1852.968, usercpu_time_millis: 5.673, usercpu_time_millis_testing: 0.634, usercpu_time_millis_training: 5.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.9198, kb_relative_information_score: -293.3679, mean_absolute_error: 0.0816, 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: 0.7978, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.829, scimark_benchmark: 1854.7429, usercpu_time_millis: 9.746, usercpu_time_millis_testing: 0.865, usercpu_time_millis_training: 8.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9836, kappa: 0.8367, kb_relative_information_score: 2691.0395, mean_absolute_error: 0.0299, 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: 0.2927, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.5112, scimark_benchmark: 1858.9715, usercpu_time_millis: 9.512, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 9.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9667, kappa: 0.641, kb_relative_information_score: 1196.2419, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9681, predictive_accuracy: 0.9702, prior_entropy: 0.3037, recall: 0.9702, relative_absolute_error: 0.5615, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1526, root_relative_squared_error: 0.6754, scimark_benchmark: 1870.4545, usercpu_time_millis: 6.189, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 5.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9837, kappa: 0.8386, kb_relative_information_score: 2965.9221, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9836, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.4885, scimark_benchmark: 1867.4646, usercpu_time_millis: 3.914, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 3.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.9198, kb_relative_information_score: -1250.0121, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9753, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.9794, scimark_benchmark: 1854.1655, usercpu_time_millis: 4.167, usercpu_time_millis_testing: 0.559, usercpu_time_millis_training: 3.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.9198, kb_relative_information_score: -39.9648, mean_absolute_error: 0.1022, 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: 1858.9715, usercpu_time_millis: 1.263, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 1.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.9499, kappa: 0.4176, kb_relative_information_score: 355.536, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9598, predictive_accuracy: 0.9603, prior_entropy: 0.3037, recall: 0.9603, relative_absolute_error: 0.7006, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.7619, scimark_benchmark: 1857.2061, usercpu_time_millis: 1.598, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 1.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9731, kappa: 0.716, kb_relative_information_score: 2068.6426, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9737, predictive_accuracy: 0.9752, prior_entropy: 0.3037, recall: 0.9752, relative_absolute_error: 0.4033, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.5724, scimark_benchmark: 1860.8554, usercpu_time_millis: 2.012, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 1.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.9697, kappa: 0.6788, kb_relative_information_score: 1100.5876, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9703, predictive_accuracy: 0.9723, prior_entropy: 0.3037, recall: 0.9723, relative_absolute_error: 0.5599, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.6916, scimark_benchmark: 1837.6808, usercpu_time_millis: 3.485, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 3.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.965, kappa: 0.6097, kb_relative_information_score: 1610.5309, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9706, predictive_accuracy: 0.9702, prior_entropy: 0.3037, recall: 0.9702, relative_absolute_error: 0.5395, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.6466, scimark_benchmark: 1852.0263, usercpu_time_millis: 1.459, usercpu_time_millis_testing: 0.262, usercpu_time_millis_training: 1.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9829, kappa: 0.8295, kb_relative_information_score: 2960.2064, mean_absolute_error: 0.0261, 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: 0.2558, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1085, root_relative_squared_error: 0.4804, scimark_benchmark: 1814.613, usercpu_time_millis: 32.353, usercpu_time_millis_testing: 1.981, usercpu_time_millis_training: 30.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9712, kappa: 0.7064, kb_relative_information_score: 1997.533, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9707, predictive_accuracy: 0.9723, prior_entropy: 0.3037, recall: 0.9723, relative_absolute_error: 0.4381, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1389, root_relative_squared_error: 0.6149, scimark_benchmark: 1823.238, usercpu_time_millis: 26.435, usercpu_time_millis_testing: 1.219, usercpu_time_millis_training: 25.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9776, kappa: 0.7756, kb_relative_information_score: 2179.164, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9773, predictive_accuracy: 0.9781, prior_entropy: 0.3037, recall: 0.9781, relative_absolute_error: 0.3858, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.5726, scimark_benchmark: 1877.7472, usercpu_time_millis: 25.302, usercpu_time_millis_testing: 1.081, usercpu_time_millis_training: 24.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9705, kappa: 0.687, kb_relative_information_score: 1772.0004, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9714, predictive_accuracy: 0.9731, prior_entropy: 0.3037, recall: 0.9731, relative_absolute_error: 0.4647, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.6089, scimark_benchmark: 1823.238, usercpu_time_millis: 21.833, usercpu_time_millis_testing: 1.681, usercpu_time_millis_training: 20.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9843, kappa: 0.8451, kb_relative_information_score: 3109.6105, mean_absolute_error: 0.0239, 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: 0.2342, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.481, scimark_benchmark: 1821.4345, usercpu_time_millis: 20.942, usercpu_time_millis_testing: 0.999, usercpu_time_millis_training: 19.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9816, kappa: 0.8137, kb_relative_information_score: 2708.4691, mean_absolute_error: 0.0308, 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: 0.3018, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.5071, scimark_benchmark: 1873.4078, usercpu_time_millis: 19.921, usercpu_time_millis_testing: 1.126, usercpu_time_millis_training: 18.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.9198, kb_relative_information_score: -2599.3276, mean_absolute_error: 0.0883, 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: 0.864, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2004, root_relative_squared_error: 0.8874, scimark_benchmark: 1867.5457, usercpu_time_millis: 18.531, usercpu_time_millis_testing: 1.118, usercpu_time_millis_training: 17.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9791, kappa: 0.7829, kb_relative_information_score: 2666.2284, mean_absolute_error: 0.0354, 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: 0.3465, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.5203, scimark_benchmark: 1869.2422, usercpu_time_millis: 17.872, usercpu_time_millis_testing: 1.228, usercpu_time_millis_training: 16.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9693, kappa: 0.6717, kb_relative_information_score: 1754.4776, mean_absolute_error: 0.0491, 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: 0.4808, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.138, root_relative_squared_error: 0.6107, scimark_benchmark: 1824.0941, usercpu_time_millis: 17.494, usercpu_time_millis_testing: 1.311, usercpu_time_millis_training: 16.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9783, kappa: 0.7899, kb_relative_information_score: 2349.323, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9786, predictive_accuracy: 0.9781, prior_entropy: 0.3037, recall: 0.9781, relative_absolute_error: 0.3418, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.5746, scimark_benchmark: 1873.4078, usercpu_time_millis: 13.125, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 12.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9709, kappa: 0.6848, kb_relative_information_score: 1980.7133, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9735, predictive_accuracy: 0.9742, prior_entropy: 0.3037, recall: 0.9742, relative_absolute_error: 0.4682, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.6002, scimark_benchmark: 1874.8648, usercpu_time_millis: 11.832, usercpu_time_millis_testing: 1.304, usercpu_time_millis_training: 10.528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9597, kappa: 0.5432, kb_relative_information_score: 1455.2922, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9667, predictive_accuracy: 0.9665, prior_entropy: 0.3037, recall: 0.9665, relative_absolute_error: 0.5827, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.6767, scimark_benchmark: 1822.7799, usercpu_time_millis: 12.034, usercpu_time_millis_testing: 1.4, usercpu_time_millis_training: 10.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9717, kappa: 0.6945, kb_relative_information_score: 2240.8664, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9742, predictive_accuracy: 0.9748, prior_entropy: 0.3037, recall: 0.9748, relative_absolute_error: 0.4401, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.5803, scimark_benchmark: 1861.7123, usercpu_time_millis: 9.293, usercpu_time_millis_testing: 0.681, usercpu_time_millis_training: 8.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9742, kappa: 0.7238, kb_relative_information_score: 2320.2299, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.976, predictive_accuracy: 0.9766, prior_entropy: 0.3037, recall: 0.9766, relative_absolute_error: 0.4161, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1279, root_relative_squared_error: 0.5662, scimark_benchmark: 1872.0299, usercpu_time_millis: 9.924, usercpu_time_millis_testing: 0.803, usercpu_time_millis_training: 9.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.9198, kb_relative_information_score: -1535.1437, mean_absolute_error: 0.0961, 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: 0.9404, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.9503, scimark_benchmark: 1876.8796, usercpu_time_millis: 10.422, usercpu_time_millis_testing: 1.426, usercpu_time_millis_training: 8.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.9198, kb_relative_information_score: -334.0591, mean_absolute_error: 0.0803, 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: 0.7851, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.8205, scimark_benchmark: 1877.7472, usercpu_time_millis: 8.855, usercpu_time_millis_testing: 0.839, usercpu_time_millis_training: 8.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9823, kappa: 0.8277, kb_relative_information_score: 2929.557, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9824, predictive_accuracy: 0.9822, prior_entropy: 0.3037, recall: 0.9822, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.115, root_relative_squared_error: 0.5092, scimark_benchmark: 1875.3649, usercpu_time_millis: 53.438, usercpu_time_millis_testing: 1.725, usercpu_time_millis_training: 51.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9834, kappa: 0.8356, kb_relative_information_score: 3100.9962, mean_absolute_error: 0.0239, 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: 0.2333, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.4796, scimark_benchmark: 1868.6447, usercpu_time_millis: 51.805, usercpu_time_millis_testing: 2.024, usercpu_time_millis_training: 49.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9198, kb_relative_information_score: 4.0625, 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: 1826.1793, usercpu_time_millis: 4.153, usercpu_time_millis_testing: 0.781, usercpu_time_millis_training: 3.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9669, kappa: 0.6347, kb_relative_information_score: 1856.7232, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9708, predictive_accuracy: 0.9713, prior_entropy: 0.3037, recall: 0.9713, relative_absolute_error: 0.5044, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1402, root_relative_squared_error: 0.6208, scimark_benchmark: 1868.1832, usercpu_time_millis: 4.059, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 3.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.979, kappa: 0.7829, kb_relative_information_score: 2438.4744, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9792, predictive_accuracy: 0.9802, prior_entropy: 0.3037, recall: 0.9802, relative_absolute_error: 0.355, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.532, scimark_benchmark: 1813.5839, usercpu_time_millis: 3.075, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 2.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9693, kappa: 0.6729, kb_relative_information_score: 1710.3107, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9701, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.4857, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.6202, scimark_benchmark: 1867.3423, usercpu_time_millis: 2.4, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 2.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9831, kappa: 0.8333, kb_relative_information_score: 2848.0098, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.983, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2662, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.4982, scimark_benchmark: 1822.2518, usercpu_time_millis: 56.467, usercpu_time_millis_testing: 1.866, usercpu_time_millis_training: 54.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: -27.3408, 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: 1872.0299, usercpu_time_millis: 1.134, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 1.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9779, kappa: 0.7691, kb_relative_information_score: 2674.3372, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9784, predictive_accuracy: 0.9793, prior_entropy: 0.3037, recall: 0.9793, relative_absolute_error: 0.3382, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.5259, scimark_benchmark: 1818.5321, usercpu_time_millis: 1.219, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 1.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9762, kappa: 0.764, kb_relative_information_score: 2121.4276, mean_absolute_error: 0.0408, 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: 0.3989, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.6083, scimark_benchmark: 1868.6447, usercpu_time_millis: 1.582, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 1.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.9198, kb_relative_information_score: -823.5697, mean_absolute_error: 0.0995, 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: 0.9738, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.9765, scimark_benchmark: 1823.769, usercpu_time_millis: 1.679, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 1.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9838, kappa: 0.8385, kb_relative_information_score: 2980.1011, mean_absolute_error: 0.0265, 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: 0.2589, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.4807, scimark_benchmark: 1876.7581, usercpu_time_millis: 45.152, usercpu_time_millis_testing: 1.893, usercpu_time_millis_training: 43.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9831, kappa: 0.8313, kb_relative_information_score: 3146.438, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.983, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2425, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1102, root_relative_squared_error: 0.4877, scimark_benchmark: 1821.2227, usercpu_time_millis: 43.864, usercpu_time_millis_testing: 2.06, usercpu_time_millis_training: 41.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9818, kappa: 0.8163, kb_relative_information_score: 2569.5967, 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: 0.1183, root_relative_squared_error: 0.5235, scimark_benchmark: 1872.9496, usercpu_time_millis: 38.797, usercpu_time_millis_testing: 1.887, usercpu_time_millis_training: 36.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9843, kappa: 0.8445, kb_relative_information_score: 3081.83, mean_absolute_error: 0.0239, 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: 0.2341, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1085, root_relative_squared_error: 0.4803, scimark_benchmark: 1833.5175, usercpu_time_millis: 42.434, usercpu_time_millis_testing: 1.485, usercpu_time_millis_training: 40.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9836, kappa: 0.8367, kb_relative_information_score: 2715.1656, mean_absolute_error: 0.0306, 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: 0.2994, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.5069, scimark_benchmark: 1878.3273, usercpu_time_millis: 44.456, usercpu_time_millis_testing: 1.862, usercpu_time_millis_training: 42.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9829, kappa: 0.8303, kb_relative_information_score: 3202.9002, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9827, predictive_accuracy: 0.9831, prior_entropy: 0.3037, recall: 0.9831, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.112, root_relative_squared_error: 0.4957, scimark_benchmark: 1881.5876, usercpu_time_millis: 56.137, usercpu_time_millis_testing: 2.533, usercpu_time_millis_training: 53.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9831, kappa: 0.832, kb_relative_information_score: 2625.0705, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9829, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.3089, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.5235, scimark_benchmark: 1877.2162, usercpu_time_millis: 50.908, usercpu_time_millis_testing: 2.004, usercpu_time_millis_training: 48.904,
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: 0.9821, f_measure: 0.9812, kappa: 0.8154, kb_relative_information_score: 3192.9079, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9812, predictive_accuracy: 0.9812, prior_entropy: 0.3037, recall: 0.9812, relative_absolute_error: 0.2175, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.5301, scimark_benchmark: 1877.2162, usercpu_time_millis: 53.335, usercpu_time_millis_testing: 1.868, usercpu_time_millis_training: 51.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9811, kappa: 0.8067, kb_relative_information_score: 2770.4469, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9813, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.3259, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1144, root_relative_squared_error: 0.5064, scimark_benchmark: 1823.3108, usercpu_time_millis: 30.802, usercpu_time_millis_testing: 1.829, usercpu_time_millis_training: 28.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9834, kappa: 0.8343, kb_relative_information_score: 3178.0034, mean_absolute_error: 0.0245, 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: 0.2397, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.4903, scimark_benchmark: 1877.2162, usercpu_time_millis: 32.173, usercpu_time_millis_testing: 1.505, usercpu_time_millis_training: 30.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9816, kappa: 0.8148, kb_relative_information_score: 2620.3996, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9814, predictive_accuracy: 0.982, prior_entropy: 0.3037, recall: 0.982, relative_absolute_error: 0.3183, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.5192, scimark_benchmark: 1874.977, usercpu_time_millis: 43.377, usercpu_time_millis_testing: 1.922, usercpu_time_millis_training: 41.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9841, kappa: 0.8415, kb_relative_information_score: 3097.072, mean_absolute_error: 0.0245, 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: 0.2398, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.4787, scimark_benchmark: 1873.4078, usercpu_time_millis: 42.139, usercpu_time_millis_testing: 1.987, usercpu_time_millis_training: 40.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9758, kappa: 0.758, kb_relative_information_score: 2113.6891, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9754, predictive_accuracy: 0.9762, prior_entropy: 0.3037, recall: 0.9762, relative_absolute_error: 0.4048, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.6042, scimark_benchmark: 1876.6882, usercpu_time_millis: 28.318, usercpu_time_millis_testing: 1.173, usercpu_time_millis_training: 27.145,

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