Task
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: 0.9931, f_measure: 0.9624, kappa: 0.9077, kb_relative_information_score: 28383.3412, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9624, predictive_accuracy: 0.9626, prior_entropy: 0.863, recall: 0.9626, relative_absolute_error: 0.1916, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.3815, scimark_benchmark: 1273.0008, usercpu_time_millis: 1998.02, usercpu_time_millis_testing: 90.297, usercpu_time_millis_training: 1907.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9647, kappa: 0.9134, kb_relative_information_score: 29068.6624, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9647, predictive_accuracy: 0.9648, prior_entropy: 0.863, recall: 0.9648, relative_absolute_error: 0.1673, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.3688, scimark_benchmark: 1274.8457, usercpu_time_millis: 2923.957, usercpu_time_millis_testing: 64.003, usercpu_time_millis_training: 2859.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9159, kappa: 0.7882, kb_relative_information_score: 17866.0351, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9223, predictive_accuracy: 0.9192, prior_entropy: 0.863, recall: 0.9192, relative_absolute_error: 0.5388, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2771, root_relative_squared_error: 0.6133, scimark_benchmark: 1266.7767, usercpu_time_millis: 358.612, usercpu_time_millis_testing: 27.874, usercpu_time_millis_training: 330.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9659, kappa: 0.9163, kb_relative_information_score: 29204.829, mean_absolute_error: 0.0669, 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: 0.1639, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1633, root_relative_squared_error: 0.3616, scimark_benchmark: 1274.2126, usercpu_time_millis: 468.476, usercpu_time_millis_testing: 12.225, usercpu_time_millis_training: 456.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9682, kappa: 0.922, kb_relative_information_score: 29736.2098, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9682, predictive_accuracy: 0.9682, prior_entropy: 0.863, recall: 0.9682, relative_absolute_error: 0.1462, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.3496, scimark_benchmark: 1251.4342, usercpu_time_millis: 7692.49, usercpu_time_millis_testing: 53.153, usercpu_time_millis_training: 7639.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9635, kappa: 0.9104, kb_relative_information_score: 28795.6182, mean_absolute_error: 0.0722, 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: 0.1769, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.3736, scimark_benchmark: 1252.0425, usercpu_time_millis: 2748.62, usercpu_time_millis_testing: 102.845, usercpu_time_millis_training: 2645.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9657, kappa: 0.9158, kb_relative_information_score: 29095.5029, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9657, predictive_accuracy: 0.9658, prior_entropy: 0.863, recall: 0.9658, relative_absolute_error: 0.1682, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1633, root_relative_squared_error: 0.3614, scimark_benchmark: 1268.0718, usercpu_time_millis: 708.88, usercpu_time_millis_testing: 20.997, usercpu_time_millis_training: 687.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9633, kappa: 0.9098, kb_relative_information_score: 28488.0781, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9633, predictive_accuracy: 0.9634, prior_entropy: 0.863, recall: 0.9634, relative_absolute_error: 0.1889, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.3769, scimark_benchmark: 1274.0722, usercpu_time_millis: 232.928, usercpu_time_millis_testing: 10.358, usercpu_time_millis_training: 222.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.8705, kappa: 0.6695, kb_relative_information_score: 13755.0071, mean_absolute_error: 0.2664, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8885, predictive_accuracy: 0.8796, prior_entropy: 0.863, recall: 0.8796, relative_absolute_error: 0.6528, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.318, root_relative_squared_error: 0.704, scimark_benchmark: 1267.0189, usercpu_time_millis: 503.819, usercpu_time_millis_testing: 34.991, usercpu_time_millis_training: 468.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9383, kappa: 0.8474, kb_relative_information_score: 25910.0248, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9384, predictive_accuracy: 0.9389, prior_entropy: 0.863, recall: 0.9389, relative_absolute_error: 0.2591, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4717, scimark_benchmark: 1244.4147, usercpu_time_millis: 1080.604, usercpu_time_millis_testing: 18.891, usercpu_time_millis_training: 1061.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9224, kappa: 0.806, kb_relative_information_score: 20494.6748, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9246, predictive_accuracy: 0.9243, prior_entropy: 0.863, recall: 0.9243, relative_absolute_error: 0.4412, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2559, root_relative_squared_error: 0.5665, scimark_benchmark: 1245.0886, usercpu_time_millis: 1114.298, usercpu_time_millis_testing: 49.516, usercpu_time_millis_training: 1064.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9675, kappa: 0.9203, kb_relative_information_score: 29478.1381, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9675, predictive_accuracy: 0.9676, prior_entropy: 0.863, recall: 0.9676, relative_absolute_error: 0.1555, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.159, root_relative_squared_error: 0.3521, scimark_benchmark: 1272.5568, usercpu_time_millis: 1933.247, usercpu_time_millis_testing: 48.107, usercpu_time_millis_training: 1885.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.931, kappa: 0.8269, kb_relative_information_score: 19303.1585, mean_absolute_error: 0.2041, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9352, predictive_accuracy: 0.9331, prior_entropy: 0.863, recall: 0.9331, relative_absolute_error: 0.5002, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.261, root_relative_squared_error: 0.5778, scimark_benchmark: 1274.9224, usercpu_time_millis: 1196.644, usercpu_time_millis_testing: 84.109, usercpu_time_millis_training: 1112.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9612, kappa: 0.9043, kb_relative_information_score: 27320.8008, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.863, recall: 0.9614, relative_absolute_error: 0.2313, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.3979, scimark_benchmark: 1273.3093, usercpu_time_millis: 2002.838, usercpu_time_millis_testing: 94.941, usercpu_time_millis_training: 1907.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.951, kappa: 0.8791, kb_relative_information_score: 26377.2773, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9511, predictive_accuracy: 0.9514, prior_entropy: 0.863, recall: 0.9514, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4374, scimark_benchmark: 1255.25, usercpu_time_millis: 448.117, usercpu_time_millis_testing: 17.527, usercpu_time_millis_training: 430.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9391, kappa: 0.8494, kb_relative_information_score: 25604.5844, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9393, predictive_accuracy: 0.9398, prior_entropy: 0.863, recall: 0.9398, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.472, scimark_benchmark: 1273.4792, usercpu_time_millis: 3552.188, usercpu_time_millis_testing: 64.344, usercpu_time_millis_training: 3487.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9365, kappa: 0.8424, kb_relative_information_score: 25159.6943, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9369, predictive_accuracy: 0.9373, prior_entropy: 0.863, recall: 0.9373, relative_absolute_error: 0.2872, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.484, scimark_benchmark: 1269.5215, usercpu_time_millis: 537.855, usercpu_time_millis_testing: 26.561, usercpu_time_millis_training: 511.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9638, kappa: 0.9109, kb_relative_information_score: 28763.5684, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9637, predictive_accuracy: 0.9638, prior_entropy: 0.863, recall: 0.9638, relative_absolute_error: 0.1776, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.376, scimark_benchmark: 1273.5373, usercpu_time_millis: 575.382, usercpu_time_millis_testing: 20.781, usercpu_time_millis_training: 554.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9425, kappa: 0.8574, kb_relative_information_score: 22875.634, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9432, predictive_accuracy: 0.9433, prior_entropy: 0.863, recall: 0.9433, relative_absolute_error: 0.3742, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.5078, scimark_benchmark: 1254.8144, usercpu_time_millis: 979.221, usercpu_time_millis_testing: 50.076, usercpu_time_millis_training: 929.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9541, kappa: 0.8871, kb_relative_information_score: 26959.7428, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9541, predictive_accuracy: 0.9543, prior_entropy: 0.863, recall: 0.9543, relative_absolute_error: 0.2341, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.4256, scimark_benchmark: 1275.6147, usercpu_time_millis: 1424.105, usercpu_time_millis_testing: 34.329, usercpu_time_millis_training: 1389.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9504, kappa: 0.8778, kb_relative_information_score: 26457.9842, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9505, predictive_accuracy: 0.9508, prior_entropy: 0.863, recall: 0.9508, relative_absolute_error: 0.2502, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4396, scimark_benchmark: 1223.7045, usercpu_time_millis: 919.695, usercpu_time_millis_testing: 27.284, usercpu_time_millis_training: 892.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9219, kappa: 0.8035, kb_relative_information_score: 18541.5992, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9275, predictive_accuracy: 0.9247, prior_entropy: 0.863, recall: 0.9247, relative_absolute_error: 0.5211, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2698, root_relative_squared_error: 0.5974, scimark_benchmark: 1255.3522, usercpu_time_millis: 114.884, usercpu_time_millis_testing: 7.989, usercpu_time_millis_training: 106.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9393, kappa: 0.8496, kb_relative_information_score: 24884.863, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9398, predictive_accuracy: 0.9401, prior_entropy: 0.863, recall: 0.9401, relative_absolute_error: 0.3009, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.4788, scimark_benchmark: 1227.9533, usercpu_time_millis: 730.937, usercpu_time_millis_testing: 36.946, usercpu_time_millis_training: 693.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9227, kappa: 0.8063, kb_relative_information_score: 23380.9669, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9257, predictive_accuracy: 0.9248, prior_entropy: 0.863, recall: 0.9248, relative_absolute_error: 0.348, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.234, root_relative_squared_error: 0.518, scimark_benchmark: 1250.0133, usercpu_time_millis: 1115.901, usercpu_time_millis_testing: 50.439, usercpu_time_millis_training: 1065.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9578, kappa: 0.8961, kb_relative_information_score: 27390.516, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9578, predictive_accuracy: 0.958, prior_entropy: 0.863, recall: 0.958, relative_absolute_error: 0.2238, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4072, scimark_benchmark: 1261.1483, usercpu_time_millis: 1370.725, usercpu_time_millis_testing: 56.948, usercpu_time_millis_training: 1313.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9632, kappa: 0.9097, kb_relative_information_score: 28943.9234, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9632, predictive_accuracy: 0.9633, prior_entropy: 0.863, recall: 0.9633, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.3768, scimark_benchmark: 1273.9166, usercpu_time_millis: 5814.043, usercpu_time_millis_testing: 71.697, usercpu_time_millis_training: 5742.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9472, kappa: 0.8705, kb_relative_information_score: 28057.6207, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9472, predictive_accuracy: 0.9473, prior_entropy: 0.863, recall: 0.9473, relative_absolute_error: 0.1893, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.4324, scimark_benchmark: 1266.4682, usercpu_time_millis: 5757.451, usercpu_time_millis_testing: 0.826, usercpu_time_millis_training: 5756.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.927, kappa: 0.818, kb_relative_information_score: 16179.0755, mean_absolute_error: 0.2509, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9287, predictive_accuracy: 0.9286, prior_entropy: 0.863, recall: 0.9286, relative_absolute_error: 0.6148, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.28, root_relative_squared_error: 0.6198, scimark_benchmark: 1288.9942, usercpu_time_millis: 4904.773, usercpu_time_millis_testing: 7.695, usercpu_time_millis_training: 4897.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9401, kappa: 0.8528, kb_relative_information_score: 27138.3603, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.94, predictive_accuracy: 0.9402, prior_entropy: 0.863, recall: 0.9402, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.4674, scimark_benchmark: 1299.2118, usercpu_time_millis: 12952.252, usercpu_time_millis_testing: 139.777, usercpu_time_millis_training: 12812.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9465, kappa: 0.8686, kb_relative_information_score: 27826.98, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9464, predictive_accuracy: 0.9466, prior_entropy: 0.863, recall: 0.9466, relative_absolute_error: 0.1972, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.4366, scimark_benchmark: 1290.908, usercpu_time_millis: 4166.357, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 4165.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9486, kappa: 0.8734, kb_relative_information_score: 28206.3037, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9485, predictive_accuracy: 0.9488, prior_entropy: 0.863, recall: 0.9488, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.435, scimark_benchmark: 1277.8268, usercpu_time_millis: 13106.17, usercpu_time_millis_testing: 128.018, usercpu_time_millis_training: 12978.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9638, kappa: 0.9112, kb_relative_information_score: 29054.9829, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9638, predictive_accuracy: 0.9639, prior_entropy: 0.863, recall: 0.9639, relative_absolute_error: 0.1668, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.374, scimark_benchmark: 1280.7611, usercpu_time_millis: 9662.131, usercpu_time_millis_testing: 97.425, usercpu_time_millis_training: 9564.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.946, kappa: 0.8671, kb_relative_information_score: 26592.5022, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.946, predictive_accuracy: 0.9463, prior_entropy: 0.863, recall: 0.9463, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2019, root_relative_squared_error: 0.447, scimark_benchmark: 1292.0164, usercpu_time_millis: 3306.641, usercpu_time_millis_testing: 9.598, usercpu_time_millis_training: 3297.043,
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: 0.9915, f_measure: 0.9576, kappa: 0.8956, kb_relative_information_score: 27479.6735, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9576, predictive_accuracy: 0.9578, prior_entropy: 0.863, recall: 0.9578, relative_absolute_error: 0.2198, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.184, root_relative_squared_error: 0.4074, scimark_benchmark: 1252.4767, usercpu_time_millis: 1759.588, usercpu_time_millis_testing: 72.494, usercpu_time_millis_training: 1687.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9651, kappa: 0.9144, kb_relative_information_score: 29104.7199, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9651, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.1665, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3664, scimark_benchmark: 1256.0128, usercpu_time_millis: 2631.579, usercpu_time_millis_testing: 62.374, usercpu_time_millis_training: 2569.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9342, kappa: 0.8367, kb_relative_information_score: 24930.5462, mean_absolute_error: 0.1197, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9348, predictive_accuracy: 0.9352, prior_entropy: 0.863, recall: 0.9352, relative_absolute_error: 0.2933, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.4922, scimark_benchmark: 1224.6393, usercpu_time_millis: 1503.996, usercpu_time_millis_testing: 31.923, usercpu_time_millis_training: 1472.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9564, kappa: 0.8929, kb_relative_information_score: 27560.2688, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9564, predictive_accuracy: 0.9566, prior_entropy: 0.863, recall: 0.9566, relative_absolute_error: 0.2144, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.4115, scimark_benchmark: 1304.3265, usercpu_time_millis: 1553.57, usercpu_time_millis_testing: 45.496, usercpu_time_millis_training: 1508.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9395, kappa: 0.8505, kb_relative_information_score: 25883.4321, mean_absolute_error: 0.1069, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9396, predictive_accuracy: 0.94, prior_entropy: 0.863, recall: 0.94, relative_absolute_error: 0.2619, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4677, scimark_benchmark: 1302.1707, usercpu_time_millis: 570.929, usercpu_time_millis_testing: 14.809, usercpu_time_millis_training: 556.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9654, kappa: 0.9149, kb_relative_information_score: 29108.5104, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9653, predictive_accuracy: 0.9654, prior_entropy: 0.863, recall: 0.9654, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.3639, scimark_benchmark: 1282.5739, usercpu_time_millis: 1839.633, usercpu_time_millis_testing: 43.65, usercpu_time_millis_training: 1795.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9104, kappa: 0.7736, kb_relative_information_score: 17319.8152, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.918, predictive_accuracy: 0.9142, prior_entropy: 0.863, recall: 0.9142, relative_absolute_error: 0.5556, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.6258, scimark_benchmark: 1266.5389, usercpu_time_millis: 346.494, usercpu_time_millis_testing: 26.161, usercpu_time_millis_training: 320.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9533, kappa: 0.8852, kb_relative_information_score: 27341.8789, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9532, predictive_accuracy: 0.9534, prior_entropy: 0.863, recall: 0.9534, relative_absolute_error: 0.2189, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.4242, scimark_benchmark: 1299.4032, usercpu_time_millis: 457.908, usercpu_time_millis_testing: 13.915, usercpu_time_millis_training: 443.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9646, kappa: 0.9131, kb_relative_information_score: 29211.8918, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9646, predictive_accuracy: 0.9647, prior_entropy: 0.863, recall: 0.9647, relative_absolute_error: 0.1622, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.3651, scimark_benchmark: 1245.0683, usercpu_time_millis: 6333.713, usercpu_time_millis_testing: 73.082, usercpu_time_millis_training: 6260.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9431, kappa: 0.859, kb_relative_information_score: 24516.7119, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9436, predictive_accuracy: 0.9438, prior_entropy: 0.863, recall: 0.9438, relative_absolute_error: 0.3178, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.4767, scimark_benchmark: 1281.0423, usercpu_time_millis: 1835.417, usercpu_time_millis_testing: 73.621, usercpu_time_millis_training: 1761.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9685, kappa: 0.9226, kb_relative_information_score: 29650.3723, mean_absolute_error: 0.0611, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9684, predictive_accuracy: 0.9685, prior_entropy: 0.863, recall: 0.9685, relative_absolute_error: 0.1498, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.348, scimark_benchmark: 1261.3062, usercpu_time_millis: 728.859, usercpu_time_millis_testing: 16.417, usercpu_time_millis_training: 712.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9698, kappa: 0.9259, kb_relative_information_score: 29651.5015, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9698, predictive_accuracy: 0.9699, prior_entropy: 0.863, recall: 0.9699, relative_absolute_error: 0.1508, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3435, scimark_benchmark: 1277.6263, usercpu_time_millis: 874.395, usercpu_time_millis_testing: 28.563, usercpu_time_millis_training: 845.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9604, kappa: 0.9028, kb_relative_information_score: 28509.1825, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9603, predictive_accuracy: 0.9605, prior_entropy: 0.863, recall: 0.9605, relative_absolute_error: 0.1834, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.3882, scimark_benchmark: 1272.2691, usercpu_time_millis: 3441.049, usercpu_time_millis_testing: 58.027, usercpu_time_millis_training: 3383.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9606, kappa: 0.9032, kb_relative_information_score: 27965.9729, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9606, predictive_accuracy: 0.9608, prior_entropy: 0.863, recall: 0.9608, relative_absolute_error: 0.2055, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.3915, scimark_benchmark: 1257.7218, usercpu_time_millis: 318.308, usercpu_time_millis_testing: 11.612, usercpu_time_millis_training: 306.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9379, kappa: 0.8458, kb_relative_information_score: 23107.3089, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9385, predictive_accuracy: 0.9388, prior_entropy: 0.863, recall: 0.9388, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.5086, scimark_benchmark: 1252.1934, usercpu_time_millis: 66.352, usercpu_time_millis_testing: 3.712, usercpu_time_millis_training: 62.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9582, kappa: 0.8968, kb_relative_information_score: 25824.1978, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9585, predictive_accuracy: 0.9586, prior_entropy: 0.863, recall: 0.9586, relative_absolute_error: 0.2836, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.4288, scimark_benchmark: 1281.0243, usercpu_time_millis: 151.622, usercpu_time_millis_testing: 10.253, usercpu_time_millis_training: 141.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9261, kappa: 0.8144, kb_relative_information_score: 18846.275, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.931, predictive_accuracy: 0.9286, prior_entropy: 0.863, recall: 0.9286, relative_absolute_error: 0.513, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5892, scimark_benchmark: 1246.3018, usercpu_time_millis: 934.487, usercpu_time_millis_testing: 68.07, usercpu_time_millis_training: 866.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9637, kappa: 0.9108, kb_relative_information_score: 28823.7012, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9636, predictive_accuracy: 0.9638, prior_entropy: 0.863, recall: 0.9638, relative_absolute_error: 0.1756, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1692, root_relative_squared_error: 0.3746, scimark_benchmark: 1271.482, usercpu_time_millis: 403.608, usercpu_time_millis_testing: 14.292, usercpu_time_millis_training: 389.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9155, kappa: 0.787, kb_relative_information_score: 17950.3018, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9218, predictive_accuracy: 0.9188, prior_entropy: 0.863, recall: 0.9188, relative_absolute_error: 0.5365, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.6115, scimark_benchmark: 1250.1495, usercpu_time_millis: 261.746, usercpu_time_millis_testing: 19.036, usercpu_time_millis_training: 242.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9689, kappa: 0.9237, kb_relative_information_score: 29799.9856, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9689, predictive_accuracy: 0.9689, prior_entropy: 0.863, recall: 0.9689, relative_absolute_error: 0.1446, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1558, root_relative_squared_error: 0.3449, scimark_benchmark: 1271.9162, usercpu_time_millis: 2982.44, usercpu_time_millis_testing: 47.395, usercpu_time_millis_training: 2935.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.951, kappa: 0.8794, kb_relative_information_score: 26845.6008, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9509, predictive_accuracy: 0.9512, prior_entropy: 0.863, recall: 0.9512, relative_absolute_error: 0.2351, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.436, scimark_benchmark: 1268.2717, usercpu_time_millis: 615.186, usercpu_time_millis_testing: 18.568, usercpu_time_millis_training: 596.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9295, kappa: 0.8232, kb_relative_information_score: 19169.7335, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9339, predictive_accuracy: 0.9317, prior_entropy: 0.863, recall: 0.9317, relative_absolute_error: 0.5038, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.5812, scimark_benchmark: 1262.4344, usercpu_time_millis: 829.038, usercpu_time_millis_testing: 63.305, usercpu_time_millis_training: 765.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9526, kappa: 0.883, kb_relative_information_score: 26143.911, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9528, predictive_accuracy: 0.953, prior_entropy: 0.863, recall: 0.953, relative_absolute_error: 0.2651, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4372, scimark_benchmark: 1248.3156, usercpu_time_millis: 2334.866, usercpu_time_millis_testing: 89.369, usercpu_time_millis_training: 2245.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9651, kappa: 0.9143, kb_relative_information_score: 28868.7847, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9651, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.1759, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.166, root_relative_squared_error: 0.3675, scimark_benchmark: 1255.0457, usercpu_time_millis: 1894.767, usercpu_time_millis_testing: 52.203, usercpu_time_millis_training: 1842.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9667, kappa: 0.9182, kb_relative_information_score: 29281.2558, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9666, predictive_accuracy: 0.9667, prior_entropy: 0.863, recall: 0.9667, relative_absolute_error: 0.1621, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3573, scimark_benchmark: 1282.3613, usercpu_time_millis: 780.398, usercpu_time_millis_testing: 23.245, usercpu_time_millis_training: 757.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9687, kappa: 0.9232, kb_relative_information_score: 29749.5662, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9687, predictive_accuracy: 0.9688, prior_entropy: 0.863, recall: 0.9688, relative_absolute_error: 0.1465, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.3452, scimark_benchmark: 1272.4775, usercpu_time_millis: 2470.31, usercpu_time_millis_testing: 40.743, usercpu_time_millis_training: 2429.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9546, kappa: 0.8885, kb_relative_information_score: 27505.1594, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9545, predictive_accuracy: 0.9547, prior_entropy: 0.863, recall: 0.9547, relative_absolute_error: 0.2133, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.4203, scimark_benchmark: 1269.6608, usercpu_time_millis: 340.748, usercpu_time_millis_testing: 7.218, usercpu_time_millis_training: 333.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9606, kappa: 0.9032, kb_relative_information_score: 28514.5143, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9605, predictive_accuracy: 0.9606, prior_entropy: 0.863, recall: 0.9606, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.3882, scimark_benchmark: 1302.7885, usercpu_time_millis: 4655.648, usercpu_time_millis_testing: 60.151, usercpu_time_millis_training: 4595.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9325, kappa: 0.8309, kb_relative_information_score: 19531.3399, mean_absolute_error: 0.2011, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9364, predictive_accuracy: 0.9345, prior_entropy: 0.863, recall: 0.9345, relative_absolute_error: 0.4927, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.5729, scimark_benchmark: 1253.5947, usercpu_time_millis: 105.096, usercpu_time_millis_testing: 6.696, usercpu_time_millis_training: 98.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.953, kappa: 0.8846, kb_relative_information_score: 27188.5086, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.953, predictive_accuracy: 0.9532, prior_entropy: 0.863, recall: 0.9532, relative_absolute_error: 0.2248, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1926, root_relative_squared_error: 0.4264, scimark_benchmark: 1285.7314, usercpu_time_millis: 594.916, usercpu_time_millis_testing: 25.342, usercpu_time_millis_training: 569.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9614, kappa: 0.9049, kb_relative_information_score: 27727.422, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9614, predictive_accuracy: 0.9616, prior_entropy: 0.863, recall: 0.9616, relative_absolute_error: 0.216, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.3917, scimark_benchmark: 1266.6307, usercpu_time_millis: 1266.751, usercpu_time_millis_testing: 52.999, usercpu_time_millis_training: 1213.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9657, kappa: 0.9159, kb_relative_information_score: 29178.1025, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9657, predictive_accuracy: 0.9658, prior_entropy: 0.863, recall: 0.9658, relative_absolute_error: 0.1651, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.163, root_relative_squared_error: 0.3609, scimark_benchmark: 1245.2489, usercpu_time_millis: 1336.519, usercpu_time_millis_testing: 42.577, usercpu_time_millis_training: 1293.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9596, kappa: 0.9003, kb_relative_information_score: 26251.7175, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9599, predictive_accuracy: 0.96, prior_entropy: 0.863, recall: 0.96, relative_absolute_error: 0.2706, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.4166, scimark_benchmark: 1260.1659, usercpu_time_millis: 184.838, usercpu_time_millis_testing: 12.46, usercpu_time_millis_training: 172.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9635, kappa: 0.9103, kb_relative_information_score: 28317.8577, mean_absolute_error: 0.0798, 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: 0.1956, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.3781, scimark_benchmark: 1253.8941, usercpu_time_millis: 1665.045, usercpu_time_millis_testing: 53.461, usercpu_time_millis_training: 1611.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9581, kappa: 0.8964, kb_relative_information_score: 25821.8356, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9585, predictive_accuracy: 0.9585, prior_entropy: 0.863, recall: 0.9585, relative_absolute_error: 0.2843, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.428, scimark_benchmark: 1278.0697, usercpu_time_millis: 1203.984, usercpu_time_millis_testing: 62.862, usercpu_time_millis_training: 1141.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9657, kappa: 0.9158, kb_relative_information_score: 28949.3606, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9657, predictive_accuracy: 0.9658, prior_entropy: 0.863, recall: 0.9658, relative_absolute_error: 0.1735, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1651, root_relative_squared_error: 0.3654, scimark_benchmark: 1272.1296, usercpu_time_millis: 369.176, usercpu_time_millis_testing: 16.494, usercpu_time_millis_training: 352.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9623, kappa: 0.9074, kb_relative_information_score: 28722.8535, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9622, predictive_accuracy: 0.9624, prior_entropy: 0.863, recall: 0.9624, relative_absolute_error: 0.178, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.3802, scimark_benchmark: 1266.3653, usercpu_time_millis: 185.468, usercpu_time_millis_testing: 8.155, usercpu_time_millis_training: 177.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9586, kappa: 0.898, kb_relative_information_score: 27192.5146, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9587, predictive_accuracy: 0.9589, prior_entropy: 0.863, recall: 0.9589, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1836, root_relative_squared_error: 0.4065, scimark_benchmark: 1299.4344, usercpu_time_millis: 2503.661, usercpu_time_millis_testing: 105.107, usercpu_time_millis_training: 2398.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9368, kappa: 0.8427, kb_relative_information_score: 20607.941, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9382, predictive_accuracy: 0.938, prior_entropy: 0.863, recall: 0.938, relative_absolute_error: 0.4476, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.5549, scimark_benchmark: 1280.3761, usercpu_time_millis: 361.464, usercpu_time_millis_testing: 23.97, usercpu_time_millis_training: 337.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9632, kappa: 0.9097, kb_relative_information_score: 28840.5692, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9632, predictive_accuracy: 0.9633, prior_entropy: 0.863, recall: 0.9633, relative_absolute_error: 0.1742, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.17, root_relative_squared_error: 0.3763, scimark_benchmark: 1272.5045, usercpu_time_millis: 1182.809, usercpu_time_millis_testing: 29.366, usercpu_time_millis_training: 1153.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9619, kappa: 0.9065, kb_relative_information_score: 28661.1413, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9619, predictive_accuracy: 0.962, prior_entropy: 0.863, recall: 0.962, relative_absolute_error: 0.1788, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.3833, scimark_benchmark: 1245.0315, usercpu_time_millis: 5124.629, usercpu_time_millis_testing: 74.026, usercpu_time_millis_training: 5050.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.962, kappa: 0.9066, kb_relative_information_score: 28608.7181, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9619, predictive_accuracy: 0.962, prior_entropy: 0.863, recall: 0.962, relative_absolute_error: 0.1817, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.173, root_relative_squared_error: 0.3831, scimark_benchmark: 1257.241, usercpu_time_millis: 1995.821, usercpu_time_millis_testing: 65.79, usercpu_time_millis_training: 1930.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.969, kappa: 0.924, kb_relative_information_score: 29855.5678, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 0.863, recall: 0.969, relative_absolute_error: 0.143, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.342, scimark_benchmark: 1264.1197, usercpu_time_millis: 2332.994, usercpu_time_millis_testing: 43.523, usercpu_time_millis_training: 2289.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9683, kappa: 0.9222, kb_relative_information_score: 29547.8818, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9683, predictive_accuracy: 0.9683, prior_entropy: 0.863, recall: 0.9683, relative_absolute_error: 0.1541, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.3471, scimark_benchmark: 1291.4705, usercpu_time_millis: 2102.647, usercpu_time_millis_testing: 53.054, usercpu_time_millis_training: 2049.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9587, kappa: 0.8984, kb_relative_information_score: 27859.6672, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9587, predictive_accuracy: 0.9589, prior_entropy: 0.863, recall: 0.9589, relative_absolute_error: 0.2065, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.4012, scimark_benchmark: 1297.4718, usercpu_time_millis: 460.326, usercpu_time_millis_testing: 27.257, usercpu_time_millis_training: 433.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9462, kappa: 0.8674, kb_relative_information_score: 26228.88, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9462, predictive_accuracy: 0.9466, prior_entropy: 0.863, recall: 0.9466, relative_absolute_error: 0.2551, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.4506, scimark_benchmark: 1259.0383, usercpu_time_millis: 1428.929, usercpu_time_millis_testing: 33.181, usercpu_time_millis_training: 1395.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9605, kappa: 0.9028, kb_relative_information_score: 27756.2529, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9605, predictive_accuracy: 0.9607, prior_entropy: 0.863, recall: 0.9607, relative_absolute_error: 0.2135, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1783, root_relative_squared_error: 0.3946, scimark_benchmark: 1255.81, usercpu_time_millis: 1797.441, usercpu_time_millis_testing: 78.263, usercpu_time_millis_training: 1719.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9701, kappa: 0.9267, kb_relative_information_score: 30085.4389, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.863, recall: 0.9701, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.152, root_relative_squared_error: 0.3365, scimark_benchmark: 1225.1303, usercpu_time_millis: 2080.39, usercpu_time_millis_testing: 31.513, usercpu_time_millis_training: 2048.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9588, kappa: 0.8988, kb_relative_information_score: 28009.332, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9587, predictive_accuracy: 0.9589, prior_entropy: 0.863, recall: 0.9589, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.4001, scimark_benchmark: 1272.7648, usercpu_time_millis: 3165.549, usercpu_time_millis_testing: 89.589, usercpu_time_millis_training: 3075.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9537, kappa: 0.8863, kb_relative_information_score: 27338.0492, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9537, predictive_accuracy: 0.9539, prior_entropy: 0.863, recall: 0.9539, relative_absolute_error: 0.2203, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1907, root_relative_squared_error: 0.4222, scimark_benchmark: 1286.2746, usercpu_time_millis: 910.574, usercpu_time_millis_testing: 38.798, usercpu_time_millis_training: 871.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9635, kappa: 0.9102, kb_relative_information_score: 28722.1253, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9634, predictive_accuracy: 0.9636, prior_entropy: 0.863, recall: 0.9636, relative_absolute_error: 0.1801, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.3726, scimark_benchmark: 1250.906, usercpu_time_millis: 1631.077, usercpu_time_millis_testing: 42.749, usercpu_time_millis_training: 1588.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9492, kappa: 0.8742, kb_relative_information_score: 24039.7075, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9499, predictive_accuracy: 0.9499, prior_entropy: 0.863, recall: 0.9499, relative_absolute_error: 0.34, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.4752, scimark_benchmark: 1253.549, usercpu_time_millis: 907.758, usercpu_time_millis_testing: 49.769, usercpu_time_millis_training: 857.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9585, kappa: 0.8981, kb_relative_information_score: 27868.9018, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9585, predictive_accuracy: 0.9586, prior_entropy: 0.863, recall: 0.9586, relative_absolute_error: 0.2049, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.4024, scimark_benchmark: 1281.4921, usercpu_time_millis: 724.077, usercpu_time_millis_testing: 15.231, usercpu_time_millis_training: 708.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9515, kappa: 0.8802, kb_relative_information_score: 25718.0719, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9517, predictive_accuracy: 0.952, prior_entropy: 0.863, recall: 0.952, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.201, root_relative_squared_error: 0.4449, scimark_benchmark: 1256.647, usercpu_time_millis: 808.341, usercpu_time_millis_testing: 53.678, usercpu_time_millis_training: 754.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9626, kappa: 0.9081, kb_relative_information_score: 28636.7636, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9625, predictive_accuracy: 0.9627, prior_entropy: 0.863, recall: 0.9627, relative_absolute_error: 0.1812, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3808, scimark_benchmark: 1264.6448, usercpu_time_millis: 2842.55, usercpu_time_millis_testing: 80.21, usercpu_time_millis_training: 2762.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.96, kappa: 0.9019, kb_relative_information_score: 28237.6923, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.96, predictive_accuracy: 0.9601, prior_entropy: 0.863, recall: 0.9601, relative_absolute_error: 0.1931, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.393, scimark_benchmark: 1251.1015, usercpu_time_millis: 2675.524, usercpu_time_millis_testing: 49.939, usercpu_time_millis_training: 2625.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9489, kappa: 0.8738, kb_relative_information_score: 26145.4276, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.949, predictive_accuracy: 0.9493, prior_entropy: 0.863, recall: 0.9493, relative_absolute_error: 0.2611, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.4455, scimark_benchmark: 1232.2677, usercpu_time_millis: 1885.188, usercpu_time_millis_testing: 50.486, usercpu_time_millis_training: 1834.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9512, kappa: 0.8798, kb_relative_information_score: 26983.766, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9511, predictive_accuracy: 0.9514, prior_entropy: 0.863, recall: 0.9514, relative_absolute_error: 0.2316, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4316, scimark_benchmark: 1279.0657, usercpu_time_millis: 586.946, usercpu_time_millis_testing: 29.165, usercpu_time_millis_training: 557.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9518, kappa: 0.8815, kb_relative_information_score: 26937.9291, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9518, predictive_accuracy: 0.952, prior_entropy: 0.863, recall: 0.952, relative_absolute_error: 0.2325, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.4329, scimark_benchmark: 1239.1426, usercpu_time_millis: 3095.824, usercpu_time_millis_testing: 84.538, usercpu_time_millis_training: 3011.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9612, kappa: 0.9047, kb_relative_information_score: 28421.8055, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9611, predictive_accuracy: 0.9613, prior_entropy: 0.863, recall: 0.9613, relative_absolute_error: 0.1879, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1748, root_relative_squared_error: 0.387, scimark_benchmark: 1250.2263, usercpu_time_millis: 2685.297, usercpu_time_millis_testing: 82.884, usercpu_time_millis_training: 2602.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9446, kappa: 0.8633, kb_relative_information_score: 26115.4048, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9447, predictive_accuracy: 0.9451, prior_entropy: 0.863, recall: 0.9451, relative_absolute_error: 0.2581, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2064, root_relative_squared_error: 0.457, scimark_benchmark: 1320.4596, usercpu_time_millis: 814.828, usercpu_time_millis_testing: 40.645, usercpu_time_millis_training: 774.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9274, kappa: 0.8177, kb_relative_information_score: 19070.4947, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9319, predictive_accuracy: 0.9297, prior_entropy: 0.863, recall: 0.9297, relative_absolute_error: 0.5069, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.5838, scimark_benchmark: 1278.0856, usercpu_time_millis: 115.781, usercpu_time_millis_testing: 8.656, usercpu_time_millis_training: 107.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9647, kappa: 0.9133, kb_relative_information_score: 29068.14, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9646, predictive_accuracy: 0.9647, prior_entropy: 0.863, recall: 0.9647, relative_absolute_error: 0.1676, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1662, root_relative_squared_error: 0.368, scimark_benchmark: 1283.8833, usercpu_time_millis: 2703.055, usercpu_time_millis_testing: 66.818, usercpu_time_millis_training: 2636.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9399, kappa: 0.8514, kb_relative_information_score: 25869.2826, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.94, predictive_accuracy: 0.9405, prior_entropy: 0.863, recall: 0.9405, relative_absolute_error: 0.2628, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.4675, scimark_benchmark: 1239.3632, usercpu_time_millis: 466.358, usercpu_time_millis_testing: 11.767, usercpu_time_millis_training: 454.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9586, kappa: 0.8982, kb_relative_information_score: 27927.7094, mean_absolute_error: 0.0827, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9585, predictive_accuracy: 0.9587, prior_entropy: 0.863, recall: 0.9587, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.402, scimark_benchmark: 1283.8433, usercpu_time_millis: 2076.732, usercpu_time_millis_testing: 56.392, usercpu_time_millis_training: 2020.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9624, kappa: 0.9077, kb_relative_information_score: 28592.9755, mean_absolute_error: 0.0747, 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: 0.183, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.3802, scimark_benchmark: 1270.648, usercpu_time_millis: 822.773, usercpu_time_millis_testing: 17.208, usercpu_time_millis_training: 805.565,

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