OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9348, kappa: 0.8383, kb_relative_information_score: 25346.7659, mean_absolute_error: 0.1131, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9351, predictive_accuracy: 0.9356, prior_entropy: 0.863, recall: 0.9356, relative_absolute_error: 0.2772, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.4884, scimark_benchmark: 1239.4631, usercpu_time_millis: 3629.184, usercpu_time_millis_testing: 60.412, usercpu_time_millis_training: 3568.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9615, kappa: 0.9052, kb_relative_information_score: 28003.6183, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9615, predictive_accuracy: 0.9616, prior_entropy: 0.863, recall: 0.9616, relative_absolute_error: 0.2055, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3876, scimark_benchmark: 1249.2561, usercpu_time_millis: 524.249, usercpu_time_millis_testing: 20.334, usercpu_time_millis_training: 503.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.9538, kappa: 0.8866, kb_relative_information_score: 30005.6887, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9537, predictive_accuracy: 0.9538, prior_entropy: 0.863, recall: 0.9538, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.4283, scimark_benchmark: 1853.454, usercpu_time_millis: 140.631, usercpu_time_millis_testing: 140.293, usercpu_time_millis_training: 0.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -11.244, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1772.9186, usercpu_time_millis: 18.572, usercpu_time_millis_testing: 2.452, usercpu_time_millis_training: 16.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9143, kappa: 0.7848, kb_relative_information_score: 23727.8349, mean_absolute_error: 0.1321, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9182, predictive_accuracy: 0.917, prior_entropy: 0.863, recall: 0.917, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.5308, scimark_benchmark: 1912.0715, usercpu_time_millis: 276.01, usercpu_time_millis_testing: 2.304, usercpu_time_millis_training: 273.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9398, kappa: 0.8511, kb_relative_information_score: 25798.9044, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.94, predictive_accuracy: 0.9404, prior_entropy: 0.863, recall: 0.9404, relative_absolute_error: 0.2652, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4688, scimark_benchmark: 1912.0715, usercpu_time_millis: 307.89, usercpu_time_millis_testing: 5.555, usercpu_time_millis_training: 302.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9292, kappa: 0.8237, kb_relative_information_score: 23342.9019, mean_absolute_error: 0.1435, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9306, predictive_accuracy: 0.9306, prior_entropy: 0.863, recall: 0.9306, relative_absolute_error: 0.3516, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.5123, scimark_benchmark: 1761.8965, usercpu_time_millis: 143.837, usercpu_time_millis_testing: 4.371, usercpu_time_millis_training: 139.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9644, kappa: 0.9124, kb_relative_information_score: 28545.946, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9644, predictive_accuracy: 0.9645, prior_entropy: 0.863, recall: 0.9645, relative_absolute_error: 0.1882, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.3727, scimark_benchmark: 1836.2249, usercpu_time_millis: 189.651, usercpu_time_millis_testing: 8.68, usercpu_time_millis_training: 180.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.8744, kappa: 0.6933, kb_relative_information_score: 18312.7777, mean_absolute_error: 0.1988, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8749, predictive_accuracy: 0.874, prior_entropy: 0.863, recall: 0.874, relative_absolute_error: 0.4872, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.6395, scimark_benchmark: 1839.6597, usercpu_time_millis: 259.596, usercpu_time_millis_testing: 5.614, usercpu_time_millis_training: 253.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -36.0105, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1827.7633, usercpu_time_millis: 12.384, usercpu_time_millis_testing: 0.554, usercpu_time_millis_training: 11.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9695, kappa: 0.9251, kb_relative_information_score: 29254.9801, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9695, predictive_accuracy: 0.9697, prior_entropy: 0.863, recall: 0.9697, relative_absolute_error: 0.1661, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.349, scimark_benchmark: 1241.3199, usercpu_time_millis: 122.896, usercpu_time_millis_testing: 6.001, usercpu_time_millis_training: 116.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9624, kappa: 0.9076, kb_relative_information_score: 28847.3681, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9624, predictive_accuracy: 0.9625, prior_entropy: 0.863, recall: 0.9625, relative_absolute_error: 0.1736, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.3793, scimark_benchmark: 1753.2457, usercpu_time_millis: 138.607, usercpu_time_millis_testing: 2.425, usercpu_time_millis_training: 136.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9659, kappa: 0.9163, kb_relative_information_score: 29365.1839, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9659, predictive_accuracy: 0.966, prior_entropy: 0.863, recall: 0.966, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.364, scimark_benchmark: 1098.4325, usercpu_time_millis: 310.912, usercpu_time_millis_testing: 2.975, usercpu_time_millis_training: 307.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9624, kappa: 0.9078, kb_relative_information_score: 29129.9555, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9624, predictive_accuracy: 0.9625, prior_entropy: 0.863, recall: 0.9625, relative_absolute_error: 0.1627, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.3774, scimark_benchmark: 1906.56, usercpu_time_millis: 77.075, usercpu_time_millis_testing: 0.81, usercpu_time_millis_training: 76.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.948, kappa: 0.872, kb_relative_information_score: 26587.7301, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9479, predictive_accuracy: 0.9483, prior_entropy: 0.863, recall: 0.9483, relative_absolute_error: 0.2465, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.4414, scimark_benchmark: 1269.6379, usercpu_time_millis: 11170.805, usercpu_time_millis_testing: 47.308, usercpu_time_millis_training: 11123.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9305, kappa: 0.8269, kb_relative_information_score: 25027.0464, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9318, predictive_accuracy: 0.9318, prior_entropy: 0.863, recall: 0.9318, relative_absolute_error: 0.2863, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.225, root_relative_squared_error: 0.4981, scimark_benchmark: 1838.7625, usercpu_time_millis: 433.048, usercpu_time_millis_testing: 9.111, usercpu_time_millis_training: 423.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.95, kappa: 0.8774, kb_relative_information_score: 27353.6555, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.95, predictive_accuracy: 0.9501, prior_entropy: 0.863, recall: 0.9501, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.435, scimark_benchmark: 1839.272, usercpu_time_millis: 587.644, usercpu_time_millis_testing: 3.017, usercpu_time_millis_training: 584.627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.8584, kappa: 0.6524, kb_relative_information_score: 15490.3565, mean_absolute_error: 0.2358, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8582, predictive_accuracy: 0.8586, prior_entropy: 0.863, recall: 0.8586, relative_absolute_error: 0.5777, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.7374, scimark_benchmark: 1715.3554, usercpu_time_millis: 44.753, usercpu_time_millis_testing: 1.225, usercpu_time_millis_training: 43.528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9339, kappa: 0.8359, kb_relative_information_score: 24172.5851, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9345, predictive_accuracy: 0.9348, prior_entropy: 0.863, recall: 0.9348, relative_absolute_error: 0.3227, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.4977, scimark_benchmark: 1852.9988, usercpu_time_millis: 5.3, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 4.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9184, kappa: 0.795, kb_relative_information_score: 24402.7335, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.923, predictive_accuracy: 0.9211, prior_entropy: 0.863, recall: 0.9211, relative_absolute_error: 0.3029, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2348, root_relative_squared_error: 0.5199, scimark_benchmark: 1716.2567, usercpu_time_millis: 29.92, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 29.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9195, kappa: 0.7976, kb_relative_information_score: 24366.2158, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9239, predictive_accuracy: 0.9221, prior_entropy: 0.863, recall: 0.9221, relative_absolute_error: 0.307, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.516, scimark_benchmark: 1849.7595, usercpu_time_millis: 636.307, usercpu_time_millis_testing: 13.013, usercpu_time_millis_training: 623.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -5.1141, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1239.2207, usercpu_time_millis: 42.196, usercpu_time_millis_testing: 4.144, usercpu_time_millis_training: 38.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8587, kappa: 0.6531, kb_relative_information_score: 15239.3808, mean_absolute_error: 0.2392, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8584, predictive_accuracy: 0.859, prior_entropy: 0.863, recall: 0.859, relative_absolute_error: 0.5862, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3314, root_relative_squared_error: 0.7336, scimark_benchmark: 1722.2536, usercpu_time_millis: 128.461, usercpu_time_millis_testing: 4.598, usercpu_time_millis_training: 123.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.8609, kappa: 0.6569, kb_relative_information_score: 14369.2648, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8602, predictive_accuracy: 0.8618, prior_entropy: 0.863, recall: 0.8618, relative_absolute_error: 0.6204, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.714, scimark_benchmark: 1716.4902, usercpu_time_millis: 172.006, usercpu_time_millis_testing: 8.7, usercpu_time_millis_training: 163.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9538, kappa: 0.8866, kb_relative_information_score: 27723.2853, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9537, predictive_accuracy: 0.9538, prior_entropy: 0.863, recall: 0.9538, relative_absolute_error: 0.2054, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.421, scimark_benchmark: 1718.3633, usercpu_time_millis: 383.682, usercpu_time_millis_testing: 2.585, usercpu_time_millis_training: 381.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9306, kappa: 0.827, kb_relative_information_score: 25119.0955, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.932, predictive_accuracy: 0.932, prior_entropy: 0.863, recall: 0.932, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.5012, scimark_benchmark: 1845.7061, usercpu_time_millis: 634.877, usercpu_time_millis_testing: 4.927, usercpu_time_millis_training: 629.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.956, kappa: 0.892, kb_relative_information_score: 27978.878, mean_absolute_error: 0.081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.956, predictive_accuracy: 0.956, prior_entropy: 0.863, recall: 0.956, relative_absolute_error: 0.1985, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.4077, scimark_benchmark: 1719.131, usercpu_time_millis: 667.547, usercpu_time_millis_testing: 7.484, usercpu_time_millis_training: 660.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -0.6707, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 2139.6573, usercpu_time_millis: 10.563, usercpu_time_millis_testing: 0.55, usercpu_time_millis_training: 10.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9179, kappa: 0.7938, kb_relative_information_score: 24213.3352, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9225, predictive_accuracy: 0.9207, prior_entropy: 0.863, recall: 0.9207, relative_absolute_error: 0.315, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.515, scimark_benchmark: 1840.7617, usercpu_time_millis: 845.124, usercpu_time_millis_testing: 9.778, usercpu_time_millis_training: 835.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9524, kappa: 0.8834, kb_relative_information_score: 27817.8521, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9524, predictive_accuracy: 0.9524, prior_entropy: 0.863, recall: 0.9524, relative_absolute_error: 0.2012, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4217, scimark_benchmark: 1840.6373, usercpu_time_millis: 987.05, usercpu_time_millis_testing: 4.15, usercpu_time_millis_training: 982.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9413, kappa: 0.8551, kb_relative_information_score: 26114.0196, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9413, predictive_accuracy: 0.9417, prior_entropy: 0.863, recall: 0.9417, relative_absolute_error: 0.2535, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.4635, scimark_benchmark: 1847.8034, usercpu_time_millis: 660.848, usercpu_time_millis_testing: 8.148, usercpu_time_millis_training: 652.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9185, kappa: 0.7953, kb_relative_information_score: 24509.8484, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9231, predictive_accuracy: 0.9213, prior_entropy: 0.863, recall: 0.9213, relative_absolute_error: 0.3007, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.5138, scimark_benchmark: 1098.2564, usercpu_time_millis: 573.128, usercpu_time_millis_testing: 3.197, usercpu_time_millis_training: 569.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.962, kappa: 0.9067, kb_relative_information_score: 28670.8937, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.962, predictive_accuracy: 0.9622, prior_entropy: 0.863, recall: 0.9622, relative_absolute_error: 0.1799, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3811, scimark_benchmark: 1700.4371, usercpu_time_millis: 358.448, usercpu_time_millis_testing: 10.73, usercpu_time_millis_training: 347.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9155, kappa: 0.7872, kb_relative_information_score: 24378.3363, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9209, predictive_accuracy: 0.9185, prior_entropy: 0.863, recall: 0.9185, relative_absolute_error: 0.3017, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.5238, scimark_benchmark: 1836.1221, usercpu_time_millis: 446.226, usercpu_time_millis_testing: 3.301, usercpu_time_millis_training: 442.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9531, kappa: 0.885, kb_relative_information_score: 27573.7054, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9531, predictive_accuracy: 0.9532, prior_entropy: 0.863, recall: 0.9532, relative_absolute_error: 0.2096, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.4257, scimark_benchmark: 1854.9533, usercpu_time_millis: 877.193, usercpu_time_millis_testing: 4.477, usercpu_time_millis_training: 872.716,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.8553, kappa: 0.6495, kb_relative_information_score: 15488.1064, mean_absolute_error: 0.2345, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8576, predictive_accuracy: 0.8539, prior_entropy: 0.863, recall: 0.8539, relative_absolute_error: 0.5746, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.7486, scimark_benchmark: 1839.6597, usercpu_time_millis: 197.771, usercpu_time_millis_testing: 3.887, usercpu_time_millis_training: 193.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9603, kappa: 0.9024, kb_relative_information_score: 28603.4469, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9602, predictive_accuracy: 0.9604, prior_entropy: 0.863, recall: 0.9604, relative_absolute_error: 0.1803, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.3907, scimark_benchmark: 1124.9491, usercpu_time_millis: 203.378, usercpu_time_millis_testing: 2.477, usercpu_time_millis_training: 200.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -5.8745, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1839.1431, usercpu_time_millis: 27.544, usercpu_time_millis_testing: 3.047, usercpu_time_millis_training: 24.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9352, kappa: 0.8392, kb_relative_information_score: 25537.7286, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9358, predictive_accuracy: 0.9361, prior_entropy: 0.863, recall: 0.9361, relative_absolute_error: 0.2675, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.489, scimark_benchmark: 1065.187, usercpu_time_millis: 171.432, usercpu_time_millis_testing: 1.656, usercpu_time_millis_training: 169.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -2.9701, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1823.771, usercpu_time_millis: 28.218, usercpu_time_millis_testing: 4.721, usercpu_time_millis_training: 23.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -3.3203, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1235.8934, usercpu_time_millis: 124.198, usercpu_time_millis_testing: 7.282, usercpu_time_millis_training: 116.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: 4.0148, mean_absolute_error: 0.408, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1079.9376, usercpu_time_millis: 16.18, usercpu_time_millis_testing: 1.59, usercpu_time_millis_training: 14.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.8763, kappa: 0.6974, kb_relative_information_score: 16904.5171, mean_absolute_error: 0.2191, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8766, predictive_accuracy: 0.876, prior_entropy: 0.863, recall: 0.876, relative_absolute_error: 0.5369, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.654, scimark_benchmark: 1836.6415, usercpu_time_millis: 228.791, usercpu_time_millis_testing: 8.667, usercpu_time_millis_training: 220.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9218, kappa: 0.8039, kb_relative_information_score: 24527.2985, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9253, predictive_accuracy: 0.9241, prior_entropy: 0.863, recall: 0.9241, relative_absolute_error: 0.3032, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.5075, scimark_benchmark: 1846.8212, usercpu_time_millis: 1207.96, usercpu_time_millis_testing: 14.299, usercpu_time_millis_training: 1193.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9636, kappa: 0.9106, kb_relative_information_score: 29178.0916, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9635, predictive_accuracy: 0.9636, prior_entropy: 0.863, recall: 0.9636, relative_absolute_error: 0.1625, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.3728, scimark_benchmark: 1261.4678, usercpu_time_millis: 15718.826, usercpu_time_millis_testing: 67.652, usercpu_time_millis_training: 15651.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9614, kappa: 0.9052, kb_relative_information_score: 28678.9583, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9613, predictive_accuracy: 0.9615, prior_entropy: 0.863, recall: 0.9615, relative_absolute_error: 0.1784, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.173, root_relative_squared_error: 0.383, scimark_benchmark: 1842.8383, usercpu_time_millis: 66.17, usercpu_time_millis_testing: 1.213, usercpu_time_millis_training: 64.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.9112, kappa: 0.7788, kb_relative_information_score: 18021.9051, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9122, predictive_accuracy: 0.913, prior_entropy: 0.863, recall: 0.913, relative_absolute_error: 0.5153, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.616, scimark_benchmark: 1758.8822, usercpu_time_millis: 105.615, usercpu_time_millis_testing: 6.048, usercpu_time_millis_training: 99.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9656, kappa: 0.9154, kb_relative_information_score: 29184.9013, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9656, predictive_accuracy: 0.9657, prior_entropy: 0.863, recall: 0.9657, relative_absolute_error: 0.1641, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.365, scimark_benchmark: 1842.7957, usercpu_time_millis: 136.135, usercpu_time_millis_testing: 3.276, usercpu_time_millis_training: 132.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -1.6295, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1810.0953, usercpu_time_millis: 93.047, usercpu_time_millis_testing: 6.876, usercpu_time_millis_training: 86.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.961, kappa: 0.9041, kb_relative_information_score: 28465.4153, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.961, predictive_accuracy: 0.9611, prior_entropy: 0.863, recall: 0.9611, relative_absolute_error: 0.187, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3843, scimark_benchmark: 1839.5353, usercpu_time_millis: 100.23, usercpu_time_millis_testing: 2.814, usercpu_time_millis_training: 97.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9415, kappa: 0.8556, kb_relative_information_score: 26203.0779, mean_absolute_error: 0.1017, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9415, predictive_accuracy: 0.9419, prior_entropy: 0.863, recall: 0.9419, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.211, root_relative_squared_error: 0.4672, scimark_benchmark: 1726.1829, usercpu_time_millis: 137.826, usercpu_time_millis_testing: 1.618, usercpu_time_millis_training: 136.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.943, kappa: 0.8602, kb_relative_information_score: 27436.183, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.943, predictive_accuracy: 0.9431, prior_entropy: 0.863, recall: 0.9431, relative_absolute_error: 0.2085, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2031, root_relative_squared_error: 0.4497, scimark_benchmark: 1306.6996, usercpu_time_millis: 7909.754, usercpu_time_millis_testing: 0.856, usercpu_time_millis_training: 7908.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9452, kappa: 0.8654, kb_relative_information_score: 27721.5232, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9451, predictive_accuracy: 0.9452, prior_entropy: 0.863, recall: 0.9452, relative_absolute_error: 0.2, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.4411, scimark_benchmark: 1302.9663, usercpu_time_millis: 10227.382, usercpu_time_millis_testing: 0.943, usercpu_time_millis_training: 10226.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9248, kappa: 0.812, kb_relative_information_score: 24828.3347, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9274, predictive_accuracy: 0.9268, prior_entropy: 0.863, recall: 0.9268, relative_absolute_error: 0.2913, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.5039, scimark_benchmark: 1247.649, usercpu_time_millis: 2815.066, usercpu_time_millis_testing: 32.6, usercpu_time_millis_training: 2782.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9243, kappa: 0.8111, kb_relative_information_score: 20764.2994, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9261, predictive_accuracy: 0.926, prior_entropy: 0.863, recall: 0.926, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.5598, scimark_benchmark: 1848.388, usercpu_time_millis: 385.224, usercpu_time_millis_testing: 14.524, usercpu_time_millis_training: 370.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9168, kappa: 0.7907, kb_relative_information_score: 23924.4804, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9217, predictive_accuracy: 0.9197, prior_entropy: 0.863, recall: 0.9197, relative_absolute_error: 0.3243, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.522, scimark_benchmark: 1810.0953, usercpu_time_millis: 396.758, usercpu_time_millis_testing: 3.798, usercpu_time_millis_training: 392.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9366, kappa: 0.8434, kb_relative_information_score: 25811.4804, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9367, predictive_accuracy: 0.9372, prior_entropy: 0.863, recall: 0.9372, relative_absolute_error: 0.2613, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.4758, scimark_benchmark: 1827.7078, usercpu_time_millis: 140.511, usercpu_time_millis_testing: 1.242, usercpu_time_millis_training: 139.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9505, kappa: 0.8786, kb_relative_information_score: 27301.4868, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9505, predictive_accuracy: 0.9506, prior_entropy: 0.863, recall: 0.9506, relative_absolute_error: 0.218, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4341, scimark_benchmark: 1849.7595, usercpu_time_millis: 382.675, usercpu_time_millis_testing: 2.769, usercpu_time_millis_training: 379.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.918, kappa: 0.7939, kb_relative_information_score: 24297.4977, mean_absolute_error: 0.1266, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9227, predictive_accuracy: 0.9208, prior_entropy: 0.863, recall: 0.9208, relative_absolute_error: 0.3103, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.5156, scimark_benchmark: 1726.6452, usercpu_time_millis: 452.546, usercpu_time_millis_testing: 4.292, usercpu_time_millis_training: 448.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8705, kappa: 0.682, kb_relative_information_score: 15039.1401, mean_absolute_error: 0.2424, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8703, predictive_accuracy: 0.8708, prior_entropy: 0.863, recall: 0.8708, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3107, root_relative_squared_error: 0.6879, scimark_benchmark: 1808.9842, usercpu_time_millis: 144.541, usercpu_time_millis_testing: 7.308, usercpu_time_millis_training: 137.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.8703, kappa: 0.6837, kb_relative_information_score: 17376.6742, mean_absolute_error: 0.2085, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8711, predictive_accuracy: 0.8697, prior_entropy: 0.863, recall: 0.8697, relative_absolute_error: 0.511, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3034, root_relative_squared_error: 0.6718, scimark_benchmark: 1812.3516, usercpu_time_millis: 220.412, usercpu_time_millis_testing: 2.521, usercpu_time_millis_training: 217.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9334, kappa: 0.8349, kb_relative_information_score: 25712.5063, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9336, predictive_accuracy: 0.9341, prior_entropy: 0.863, recall: 0.9341, relative_absolute_error: 0.2606, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.4877, scimark_benchmark: 1701.7797, usercpu_time_millis: 1896.247, usercpu_time_millis_testing: 6.392, usercpu_time_millis_training: 1889.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.8643, kappa: 0.6716, kb_relative_information_score: 17397.7356, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8668, predictive_accuracy: 0.8628, prior_entropy: 0.863, recall: 0.8628, relative_absolute_error: 0.5027, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.6869, scimark_benchmark: 1810.0953, usercpu_time_millis: 742.998, usercpu_time_millis_testing: 4.188, usercpu_time_millis_training: 738.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9167, kappa: 0.7907, kb_relative_information_score: 23625.5544, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9213, predictive_accuracy: 0.9195, prior_entropy: 0.863, recall: 0.9195, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2364, root_relative_squared_error: 0.5233, scimark_benchmark: 1730.1287, usercpu_time_millis: 809.157, usercpu_time_millis_testing: 12.208, usercpu_time_millis_training: 796.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9353, kappa: 0.8395, kb_relative_information_score: 25516.9557, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.936, predictive_accuracy: 0.9363, prior_entropy: 0.863, recall: 0.9363, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.221, root_relative_squared_error: 0.4893, scimark_benchmark: 1814.5101, usercpu_time_millis: 700.831, usercpu_time_millis_testing: 7.425, usercpu_time_millis_training: 693.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9658, kappa: 0.916, kb_relative_information_score: 29095.7251, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9658, predictive_accuracy: 0.9659, prior_entropy: 0.863, recall: 0.9659, relative_absolute_error: 0.1673, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1648, root_relative_squared_error: 0.3649, scimark_benchmark: 1296.9477, usercpu_time_millis: 929.293, usercpu_time_millis_testing: 28.1, usercpu_time_millis_training: 901.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9284, kappa: 0.8201, kb_relative_information_score: 18960.4719, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9332, predictive_accuracy: 0.9307, prior_entropy: 0.863, recall: 0.9307, relative_absolute_error: 0.5107, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5861, scimark_benchmark: 1228.8335, usercpu_time_millis: 1277.253, usercpu_time_millis_testing: 93.351, usercpu_time_millis_training: 1183.902,

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