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: 0.992, f_measure: 0.9593, kappa: 0.8998, kb_relative_information_score: 27833.4986, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9592, predictive_accuracy: 0.9594, prior_entropy: 0.863, recall: 0.9594, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.3976, scimark_benchmark: 1273.8386, usercpu_time_millis: 2427.691, usercpu_time_millis_testing: 95.522, usercpu_time_millis_training: 2332.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9571, kappa: 0.894, kb_relative_information_score: 26455.106, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9572, predictive_accuracy: 0.9574, prior_entropy: 0.863, recall: 0.9574, relative_absolute_error: 0.2587, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.4215, scimark_benchmark: 1303.7611, usercpu_time_millis: 1287.441, usercpu_time_millis_testing: 80.99, usercpu_time_millis_training: 1206.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9515, kappa: 0.8809, kb_relative_information_score: 27304.8613, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9514, predictive_accuracy: 0.9515, prior_entropy: 0.863, recall: 0.9515, relative_absolute_error: 0.2179, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.432, scimark_benchmark: 1306.2411, usercpu_time_millis: 3330.037, usercpu_time_millis_testing: 25.549, usercpu_time_millis_training: 3304.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9467, kappa: 0.8679, kb_relative_information_score: 24191.6226, mean_absolute_error: 0.1353, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9472, predictive_accuracy: 0.9474, prior_entropy: 0.863, recall: 0.9474, relative_absolute_error: 0.3316, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.478, scimark_benchmark: 1306.3497, usercpu_time_millis: 634.405, usercpu_time_millis_testing: 35.148, usercpu_time_millis_training: 599.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9674, kappa: 0.92, kb_relative_information_score: 29606.5646, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9674, predictive_accuracy: 0.9675, prior_entropy: 0.863, recall: 0.9675, relative_absolute_error: 0.1511, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.3492, scimark_benchmark: 1270.4989, usercpu_time_millis: 1664.22, usercpu_time_millis_testing: 39.974, usercpu_time_millis_training: 1624.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9648, kappa: 0.9136, kb_relative_information_score: 29020.0532, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.863, recall: 0.9649, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.3672, scimark_benchmark: 1252.8141, usercpu_time_millis: 1101.399, usercpu_time_millis_testing: 34.545, usercpu_time_millis_training: 1066.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9418, kappa: 0.8558, kb_relative_information_score: 25246.976, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9421, predictive_accuracy: 0.9425, prior_entropy: 0.863, recall: 0.9425, relative_absolute_error: 0.2901, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.4687, scimark_benchmark: 1311.5031, usercpu_time_millis: 363.202, usercpu_time_millis_testing: 18.881, usercpu_time_millis_training: 344.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9687, kappa: 0.9231, kb_relative_information_score: 29773.9392, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.863, recall: 0.9687, relative_absolute_error: 0.1459, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.3437, scimark_benchmark: 1268.4233, usercpu_time_millis: 2171.286, usercpu_time_millis_testing: 36.919, usercpu_time_millis_training: 2134.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9633, kappa: 0.9098, kb_relative_information_score: 28721.4286, mean_absolute_error: 0.0732, 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: 0.1794, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1695, root_relative_squared_error: 0.3752, scimark_benchmark: 1273.0216, usercpu_time_millis: 2895.477, usercpu_time_millis_testing: 76.734, usercpu_time_millis_training: 2818.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9442, kappa: 0.8625, kb_relative_information_score: 26449.8926, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9441, predictive_accuracy: 0.9445, prior_entropy: 0.863, recall: 0.9445, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.4536, scimark_benchmark: 1296.5149, usercpu_time_millis: 1120.395, usercpu_time_millis_testing: 24.107, usercpu_time_millis_training: 1096.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9636, kappa: 0.9106, kb_relative_information_score: 28595.0465, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9636, predictive_accuracy: 0.9637, prior_entropy: 0.863, recall: 0.9637, relative_absolute_error: 0.1845, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.3768, scimark_benchmark: 1293.002, usercpu_time_millis: 375.146, usercpu_time_millis_testing: 16.303, usercpu_time_millis_training: 358.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9436, kappa: 0.8611, kb_relative_information_score: 26416.858, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9436, predictive_accuracy: 0.9439, prior_entropy: 0.863, recall: 0.9439, relative_absolute_error: 0.2442, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2064, root_relative_squared_error: 0.457, scimark_benchmark: 1284.9571, usercpu_time_millis: 2737.777, usercpu_time_millis_testing: 55.557, usercpu_time_millis_training: 2682.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9624, kappa: 0.9076, kb_relative_information_score: 28586.9058, mean_absolute_error: 0.0748, 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: 0.1834, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.38, scimark_benchmark: 1273.326, usercpu_time_millis: 310.828, usercpu_time_millis_testing: 16.481, usercpu_time_millis_training: 294.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9405, kappa: 0.8531, kb_relative_information_score: 25999.9395, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9404, predictive_accuracy: 0.9409, prior_entropy: 0.863, recall: 0.9409, relative_absolute_error: 0.2579, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4655, scimark_benchmark: 1305.4587, usercpu_time_millis: 156.644, usercpu_time_millis_testing: 4.112, usercpu_time_millis_training: 152.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9534, kappa: 0.8853, kb_relative_information_score: 26800.8145, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9534, predictive_accuracy: 0.9537, prior_entropy: 0.863, recall: 0.9537, relative_absolute_error: 0.2402, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.4282, scimark_benchmark: 1272.6702, usercpu_time_millis: 464.569, usercpu_time_millis_testing: 15.717, usercpu_time_millis_training: 448.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9624, kappa: 0.9077, kb_relative_information_score: 28532.7943, mean_absolute_error: 0.0756, 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: 0.1851, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.3817, scimark_benchmark: 1270.2929, usercpu_time_millis: 1508.63, usercpu_time_millis_testing: 62.685, usercpu_time_millis_training: 1445.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.8744, kappa: 0.6932, kb_relative_information_score: 17857.7893, mean_absolute_error: 0.2054, 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: 0.5033, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.6462, scimark_benchmark: 1278.2126, usercpu_time_millis: 731.426, usercpu_time_millis_testing: 23.383, usercpu_time_millis_training: 708.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9521, kappa: 0.8823, kb_relative_information_score: 27197.7956, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.952, predictive_accuracy: 0.9523, prior_entropy: 0.863, recall: 0.9523, relative_absolute_error: 0.2237, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.43, scimark_benchmark: 1253.7371, usercpu_time_millis: 1635.942, usercpu_time_millis_testing: 65.672, usercpu_time_millis_training: 1570.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9252, kappa: 0.813, kb_relative_information_score: 24108.8887, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9276, predictive_accuracy: 0.9271, prior_entropy: 0.863, recall: 0.9271, relative_absolute_error: 0.3215, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.5071, scimark_benchmark: 1307.6505, usercpu_time_millis: 412.292, usercpu_time_millis_testing: 14.315, usercpu_time_millis_training: 397.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9465, kappa: 0.8674, kb_relative_information_score: 24664.9796, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9469, predictive_accuracy: 0.9471, prior_entropy: 0.863, recall: 0.9471, relative_absolute_error: 0.3146, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.4703, scimark_benchmark: 1298.153, usercpu_time_millis: 2317.057, usercpu_time_millis_testing: 94.79, usercpu_time_millis_training: 2222.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9566, kappa: 0.8929, kb_relative_information_score: 26302.2068, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9568, predictive_accuracy: 0.957, prior_entropy: 0.863, recall: 0.957, relative_absolute_error: 0.2635, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.4255, scimark_benchmark: 1265.7902, usercpu_time_millis: 1275.045, usercpu_time_millis_testing: 64.915, usercpu_time_millis_training: 1210.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9545, kappa: 0.8883, kb_relative_information_score: 27563.4592, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9544, predictive_accuracy: 0.9545, prior_entropy: 0.863, recall: 0.9545, relative_absolute_error: 0.2112, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.4204, scimark_benchmark: 1261.5604, usercpu_time_millis: 2992.322, usercpu_time_millis_testing: 42.018, usercpu_time_millis_training: 2950.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9524, kappa: 0.883, kb_relative_information_score: 27075.7747, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9523, predictive_accuracy: 0.9525, prior_entropy: 0.863, recall: 0.9525, relative_absolute_error: 0.228, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.194, root_relative_squared_error: 0.4295, scimark_benchmark: 1275.1767, usercpu_time_millis: 2545.548, usercpu_time_millis_testing: 72.084, usercpu_time_millis_training: 2473.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9366, kappa: 0.8427, kb_relative_information_score: 24789.06, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9372, predictive_accuracy: 0.9375, prior_entropy: 0.863, recall: 0.9375, relative_absolute_error: 0.3016, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4871, scimark_benchmark: 1303.2438, usercpu_time_millis: 2096.942, usercpu_time_millis_testing: 57.759, usercpu_time_millis_training: 2039.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9394, kappa: 0.8498, kb_relative_information_score: 24438.4614, mean_absolute_error: 0.1296, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.94, predictive_accuracy: 0.9403, prior_entropy: 0.863, recall: 0.9403, relative_absolute_error: 0.3175, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.4844, scimark_benchmark: 1266.3094, usercpu_time_millis: 1226.356, usercpu_time_millis_testing: 38.812, usercpu_time_millis_training: 1187.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9556, kappa: 0.891, kb_relative_information_score: 27888.354, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9555, predictive_accuracy: 0.9556, prior_entropy: 0.863, recall: 0.9556, relative_absolute_error: 0.2014, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.4108, scimark_benchmark: 1306.1356, usercpu_time_millis: 1980.327, usercpu_time_millis_testing: 37.805, usercpu_time_millis_training: 1942.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9508, kappa: 0.879, kb_relative_information_score: 26795.145, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9508, predictive_accuracy: 0.9511, prior_entropy: 0.863, recall: 0.9511, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.197, root_relative_squared_error: 0.436, scimark_benchmark: 1242.0201, usercpu_time_millis: 1620.677, usercpu_time_millis_testing: 58.065, usercpu_time_millis_training: 1562.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9661, kappa: 0.9168, kb_relative_information_score: 29410.069, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9661, predictive_accuracy: 0.9661, prior_entropy: 0.863, recall: 0.9661, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.3622, scimark_benchmark: 1302.2865, usercpu_time_millis: 1949.716, usercpu_time_millis_testing: 19.045, usercpu_time_millis_training: 1930.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9487, kappa: 0.8733, kb_relative_information_score: 25831.484, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9489, predictive_accuracy: 0.9492, prior_entropy: 0.863, recall: 0.9492, relative_absolute_error: 0.2737, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4483, scimark_benchmark: 1233.691, usercpu_time_millis: 2086.794, usercpu_time_millis_testing: 63.525, usercpu_time_millis_training: 2023.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9184, kappa: 0.7951, kb_relative_information_score: 22733.6707, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9226, predictive_accuracy: 0.921, prior_entropy: 0.863, recall: 0.921, relative_absolute_error: 0.3689, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.5323, scimark_benchmark: 1235.6997, usercpu_time_millis: 101.649, usercpu_time_millis_testing: 5.043, usercpu_time_millis_training: 96.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.8611, kappa: 0.6444, kb_relative_information_score: 15215.9351, mean_absolute_error: 0.2534, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8852, predictive_accuracy: 0.8725, prior_entropy: 0.863, recall: 0.8725, relative_absolute_error: 0.6211, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3043, root_relative_squared_error: 0.6736, scimark_benchmark: 1275.5708, usercpu_time_millis: 278.004, usercpu_time_millis_testing: 21.648, usercpu_time_millis_training: 256.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9448, kappa: 0.864, kb_relative_information_score: 26571.5378, mean_absolute_error: 0.098, 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: 0.2402, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.4515, scimark_benchmark: 1294.3067, usercpu_time_millis: 1711.797, usercpu_time_millis_testing: 31.343, usercpu_time_millis_training: 1680.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9318, kappa: 0.8301, kb_relative_information_score: 23971.8309, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9329, predictive_accuracy: 0.933, prior_entropy: 0.863, recall: 0.933, relative_absolute_error: 0.3297, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.502, scimark_benchmark: 1261.4524, usercpu_time_millis: 1311.31, usercpu_time_millis_testing: 31.201, usercpu_time_millis_training: 1280.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9359, kappa: 0.8412, kb_relative_information_score: 25126.2991, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9363, predictive_accuracy: 0.9367, prior_entropy: 0.863, recall: 0.9367, relative_absolute_error: 0.2876, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.4855, scimark_benchmark: 1257.8052, usercpu_time_millis: 1198.105, usercpu_time_millis_testing: 27.036, usercpu_time_millis_training: 1171.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9464, kappa: 0.8679, kb_relative_information_score: 26236.4914, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9464, predictive_accuracy: 0.9467, prior_entropy: 0.863, recall: 0.9467, relative_absolute_error: 0.2538, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.4528, scimark_benchmark: 1269.8121, usercpu_time_millis: 850.865, usercpu_time_millis_testing: 20.613, usercpu_time_millis_training: 830.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.944, kappa: 0.8615, kb_relative_information_score: 25377.0665, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9442, predictive_accuracy: 0.9446, prior_entropy: 0.863, recall: 0.9446, relative_absolute_error: 0.2862, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.4637, scimark_benchmark: 1245.1725, usercpu_time_millis: 2308.887, usercpu_time_millis_testing: 90.619, usercpu_time_millis_training: 2218.268,
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: 0.9884, f_measure: 0.9514, kappa: 0.8804, kb_relative_information_score: 26815.5687, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9514, predictive_accuracy: 0.9516, prior_entropy: 0.863, recall: 0.9516, relative_absolute_error: 0.2371, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.4353, scimark_benchmark: 1274.6153, usercpu_time_millis: 494.542, usercpu_time_millis_testing: 25.751, usercpu_time_millis_training: 468.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9451, kappa: 0.8647, kb_relative_information_score: 26455.9678, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.945, predictive_accuracy: 0.9454, prior_entropy: 0.863, recall: 0.9454, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.4531, scimark_benchmark: 1305.9918, usercpu_time_millis: 998.128, usercpu_time_millis_testing: 25.66, usercpu_time_millis_training: 972.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9545, kappa: 0.8882, kb_relative_information_score: 27720.262, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9544, predictive_accuracy: 0.9546, prior_entropy: 0.863, recall: 0.9546, relative_absolute_error: 0.2072, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.416, scimark_benchmark: 1235.4125, usercpu_time_millis: 2176.124, usercpu_time_millis_testing: 62.628, usercpu_time_millis_training: 2113.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9629, kappa: 0.9088, kb_relative_information_score: 28722.1091, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9628, predictive_accuracy: 0.9629, prior_entropy: 0.863, recall: 0.9629, relative_absolute_error: 0.1785, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.378, scimark_benchmark: 1272.9785, usercpu_time_millis: 2158.156, usercpu_time_millis_testing: 61.18, usercpu_time_millis_training: 2096.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9598, kappa: 0.901, kb_relative_information_score: 27739.2906, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9597, predictive_accuracy: 0.9599, prior_entropy: 0.863, recall: 0.9599, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.3976, scimark_benchmark: 1237.5315, usercpu_time_millis: 2331.885, usercpu_time_millis_testing: 83.419, usercpu_time_millis_training: 2248.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9498, kappa: 0.8766, kb_relative_information_score: 26927.3169, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9497, predictive_accuracy: 0.95, prior_entropy: 0.863, recall: 0.95, relative_absolute_error: 0.2314, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4379, scimark_benchmark: 1276.5266, usercpu_time_millis: 725.85, usercpu_time_millis_testing: 23.725, usercpu_time_millis_training: 702.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9456, kappa: 0.8651, kb_relative_information_score: 23970.0404, mean_absolute_error: 0.1383, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9461, predictive_accuracy: 0.9463, prior_entropy: 0.863, recall: 0.9463, relative_absolute_error: 0.3389, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.4833, scimark_benchmark: 1263.8688, usercpu_time_millis: 313.045, usercpu_time_millis_testing: 19.282, usercpu_time_millis_training: 293.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9603, kappa: 0.9024, kb_relative_information_score: 27981.7149, mean_absolute_error: 0.0832, 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: 0.2039, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1776, root_relative_squared_error: 0.3933, scimark_benchmark: 1262.2981, usercpu_time_millis: 2150.278, usercpu_time_millis_testing: 78.249, usercpu_time_millis_training: 2072.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.95, kappa: 0.8766, kb_relative_information_score: 25731.6575, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9502, predictive_accuracy: 0.9505, prior_entropy: 0.863, recall: 0.9505, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4475, scimark_benchmark: 1287.4372, usercpu_time_millis: 620.175, usercpu_time_millis_testing: 23.7, usercpu_time_millis_training: 596.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9422, kappa: 0.8571, kb_relative_information_score: 25778.161, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9423, predictive_accuracy: 0.9427, prior_entropy: 0.863, recall: 0.9427, relative_absolute_error: 0.2671, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4656, scimark_benchmark: 1269.8319, usercpu_time_millis: 5078.013, usercpu_time_millis_testing: 70.333, usercpu_time_millis_training: 5007.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9574, kappa: 0.895, kb_relative_information_score: 27135.2047, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9574, predictive_accuracy: 0.9576, prior_entropy: 0.863, recall: 0.9576, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.4113, scimark_benchmark: 1256.6852, usercpu_time_millis: 1695.009, usercpu_time_millis_testing: 63.708, usercpu_time_millis_training: 1631.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.8859, kappa: 0.7102, kb_relative_information_score: 12910.2794, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8975, predictive_accuracy: 0.8922, prior_entropy: 0.863, recall: 0.8922, relative_absolute_error: 0.6668, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.7198, scimark_benchmark: 1292.4532, usercpu_time_millis: 482.782, usercpu_time_millis_testing: 42.722, usercpu_time_millis_training: 440.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9452, kappa: 0.865, kb_relative_information_score: 26288.7526, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9452, predictive_accuracy: 0.9455, prior_entropy: 0.863, recall: 0.9455, relative_absolute_error: 0.2512, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.4534, scimark_benchmark: 1255.4825, usercpu_time_millis: 584.618, usercpu_time_millis_testing: 12.485, usercpu_time_millis_training: 572.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9514, kappa: 0.8804, kb_relative_information_score: 26881.2607, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9513, predictive_accuracy: 0.9516, prior_entropy: 0.863, recall: 0.9516, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.4347, scimark_benchmark: 1245.3202, usercpu_time_millis: 3903.589, usercpu_time_millis_testing: 85.986, usercpu_time_millis_training: 3817.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9603, kappa: 0.9026, kb_relative_information_score: 28298.3433, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9603, predictive_accuracy: 0.9604, prior_entropy: 0.863, recall: 0.9604, relative_absolute_error: 0.1909, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.3911, scimark_benchmark: 1267.4864, usercpu_time_millis: 1078.901, usercpu_time_millis_testing: 22.834, usercpu_time_millis_training: 1056.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9401, kappa: 0.8513, kb_relative_information_score: 22623.3057, mean_absolute_error: 0.1552, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.941, predictive_accuracy: 0.9411, prior_entropy: 0.863, recall: 0.9411, relative_absolute_error: 0.3802, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2328, root_relative_squared_error: 0.5153, scimark_benchmark: 1305.9814, usercpu_time_millis: 81.029, usercpu_time_millis_testing: 5.052, usercpu_time_millis_training: 75.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9511, kappa: 0.8788, kb_relative_information_score: 24643.9313, mean_absolute_error: 0.1303, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9515, predictive_accuracy: 0.9516, prior_entropy: 0.863, recall: 0.9516, relative_absolute_error: 0.3193, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.4621, scimark_benchmark: 1266.3829, usercpu_time_millis: 1590.505, usercpu_time_millis_testing: 105.717, usercpu_time_millis_training: 1484.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9528, kappa: 0.8831, kb_relative_information_score: 25028.3136, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9532, predictive_accuracy: 0.9533, prior_entropy: 0.863, recall: 0.9533, relative_absolute_error: 0.3068, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.4526, scimark_benchmark: 1273.7297, usercpu_time_millis: 348.814, usercpu_time_millis_testing: 27.414, usercpu_time_millis_training: 321.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9251, kappa: 0.813, kb_relative_information_score: 22054.502, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9269, predictive_accuracy: 0.9267, prior_entropy: 0.863, recall: 0.9267, relative_absolute_error: 0.393, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.242, root_relative_squared_error: 0.5357, scimark_benchmark: 1240.5097, usercpu_time_millis: 730.618, usercpu_time_millis_testing: 24.946, usercpu_time_millis_training: 705.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9544, kappa: 0.8877, kb_relative_information_score: 27139.826, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9543, predictive_accuracy: 0.9546, prior_entropy: 0.863, recall: 0.9546, relative_absolute_error: 0.2294, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.4196, scimark_benchmark: 1264.1098, usercpu_time_millis: 1367.535, usercpu_time_millis_testing: 84.91, usercpu_time_millis_training: 1282.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9534, kappa: 0.8855, kb_relative_information_score: 27339.1078, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9533, predictive_accuracy: 0.9535, prior_entropy: 0.863, recall: 0.9535, relative_absolute_error: 0.2186, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.4253, scimark_benchmark: 1249.4636, usercpu_time_millis: 1322.335, usercpu_time_millis_testing: 28.624, usercpu_time_millis_training: 1293.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9624, kappa: 0.9075, kb_relative_information_score: 28616.958, mean_absolute_error: 0.0745, 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: 0.1826, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.3792, scimark_benchmark: 1273.7192, usercpu_time_millis: 118.632, usercpu_time_millis_testing: 7.131, usercpu_time_millis_training: 111.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9163, kappa: 0.7895, kb_relative_information_score: 23531.4617, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.921, predictive_accuracy: 0.9191, prior_entropy: 0.863, recall: 0.9191, relative_absolute_error: 0.3407, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.5235, scimark_benchmark: 1254.9722, usercpu_time_millis: 1531.902, usercpu_time_millis_testing: 45.121, usercpu_time_millis_training: 1486.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.942, kappa: 0.8567, kb_relative_information_score: 26053.6156, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.942, predictive_accuracy: 0.9425, prior_entropy: 0.863, recall: 0.9425, relative_absolute_error: 0.2573, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.4615, scimark_benchmark: 1227.7714, usercpu_time_millis: 3459.884, usercpu_time_millis_testing: 60.594, usercpu_time_millis_training: 3399.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.8654, kappa: 0.6557, kb_relative_information_score: 15316.7441, mean_absolute_error: 0.2524, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.888, predictive_accuracy: 0.876, prior_entropy: 0.863, recall: 0.876, relative_absolute_error: 0.6186, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.671, scimark_benchmark: 1272.5199, usercpu_time_millis: 426.847, usercpu_time_millis_testing: 37.04, usercpu_time_millis_training: 389.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.957, kappa: 0.8943, kb_relative_information_score: 27574.3057, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.957, predictive_accuracy: 0.9572, prior_entropy: 0.863, recall: 0.9572, relative_absolute_error: 0.2149, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.4088, scimark_benchmark: 1272.044, usercpu_time_millis: 3996.435, usercpu_time_millis_testing: 97.744, usercpu_time_millis_training: 3898.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9595, kappa: 0.9006, kb_relative_information_score: 28255.6309, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.863, recall: 0.9596, relative_absolute_error: 0.1912, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1783, root_relative_squared_error: 0.3947, scimark_benchmark: 1274.662, usercpu_time_millis: 4794.095, usercpu_time_millis_testing: 60.153, usercpu_time_millis_training: 4733.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9531, kappa: 0.8846, kb_relative_information_score: 26870.702, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9531, predictive_accuracy: 0.9533, prior_entropy: 0.863, recall: 0.9533, relative_absolute_error: 0.2368, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.4285, scimark_benchmark: 1268.0802, usercpu_time_millis: 3678.22, usercpu_time_millis_testing: 76.317, usercpu_time_millis_training: 3601.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9328, kappa: 0.8331, kb_relative_information_score: 24893.6767, mean_absolute_error: 0.1198, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9336, predictive_accuracy: 0.9339, prior_entropy: 0.863, recall: 0.9339, relative_absolute_error: 0.2936, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.4943, scimark_benchmark: 1262.0353, usercpu_time_millis: 2465.068, usercpu_time_millis_testing: 32.198, usercpu_time_millis_training: 2432.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9688, kappa: 0.9235, kb_relative_information_score: 29654.9776, mean_absolute_error: 0.0611, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9688, predictive_accuracy: 0.9689, prior_entropy: 0.863, recall: 0.9689, relative_absolute_error: 0.1497, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.3468, scimark_benchmark: 1274.5275, usercpu_time_millis: 329.279, usercpu_time_millis_testing: 9.153, usercpu_time_millis_training: 320.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9685, kappa: 0.9225, kb_relative_information_score: 29235.1303, mean_absolute_error: 0.0678, 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: 0.1661, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3505, scimark_benchmark: 1263.6392, usercpu_time_millis: 476.918, usercpu_time_millis_testing: 19.554, usercpu_time_millis_training: 457.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9386, kappa: 0.8481, kb_relative_information_score: 25503.0016, mean_absolute_error: 0.1124, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9388, predictive_accuracy: 0.9393, prior_entropy: 0.863, recall: 0.9393, relative_absolute_error: 0.2753, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.4747, scimark_benchmark: 1257.4696, usercpu_time_millis: 2879.526, usercpu_time_millis_testing: 58.925, usercpu_time_millis_training: 2820.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9405, kappa: 0.8524, kb_relative_information_score: 23554.3909, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.941, predictive_accuracy: 0.9412, prior_entropy: 0.863, recall: 0.9412, relative_absolute_error: 0.3483, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.4983, scimark_benchmark: 1275.5136, usercpu_time_millis: 2055.417, usercpu_time_millis_testing: 92.619, usercpu_time_millis_training: 1962.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9652, kappa: 0.9145, kb_relative_information_score: 28980.9084, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9652, predictive_accuracy: 0.9653, prior_entropy: 0.863, recall: 0.9653, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3667, scimark_benchmark: 1234.0489, usercpu_time_millis: 416.026, usercpu_time_millis_testing: 15.695, usercpu_time_millis_training: 400.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9614, kappa: 0.9052, kb_relative_information_score: 28649.8215, mean_absolute_error: 0.0732, 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: 0.1793, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.3851, scimark_benchmark: 1217.1765, usercpu_time_millis: 3766.32, usercpu_time_millis_testing: 76.988, usercpu_time_millis_training: 3689.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9563, kappa: 0.8924, kb_relative_information_score: 27323.6351, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9562, predictive_accuracy: 0.9564, prior_entropy: 0.863, recall: 0.9564, relative_absolute_error: 0.2238, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.4131, scimark_benchmark: 1279.2483, usercpu_time_millis: 1824.531, usercpu_time_millis_testing: 56.636, usercpu_time_millis_training: 1767.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9412, kappa: 0.8542, kb_relative_information_score: 23835.7185, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9417, predictive_accuracy: 0.9419, prior_entropy: 0.863, recall: 0.9419, relative_absolute_error: 0.3392, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.4925, scimark_benchmark: 1267.7903, usercpu_time_millis: 872.732, usercpu_time_millis_testing: 37.949, usercpu_time_millis_training: 834.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9263, kappa: 0.8159, kb_relative_information_score: 23681.7092, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9282, predictive_accuracy: 0.9279, prior_entropy: 0.863, recall: 0.9279, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.5118, scimark_benchmark: 1239.8506, usercpu_time_millis: 108.861, usercpu_time_millis_testing: 5.421, usercpu_time_millis_training: 103.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9656, kappa: 0.9156, kb_relative_information_score: 29123.6379, mean_absolute_error: 0.0678, 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: 0.1662, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.3647, scimark_benchmark: 1270.2142, usercpu_time_millis: 2007.13, usercpu_time_millis_testing: 49.169, usercpu_time_millis_training: 1957.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9527, kappa: 0.8834, kb_relative_information_score: 26428.5748, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9528, predictive_accuracy: 0.9531, prior_entropy: 0.863, recall: 0.9531, relative_absolute_error: 0.254, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4335, scimark_benchmark: 1267.9595, usercpu_time_millis: 645.386, usercpu_time_millis_testing: 27.83, usercpu_time_millis_training: 617.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9462, kappa: 0.8664, kb_relative_information_score: 22544.7274, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9472, predictive_accuracy: 0.947, prior_entropy: 0.863, recall: 0.947, relative_absolute_error: 0.3914, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.5056, scimark_benchmark: 1268.4133, usercpu_time_millis: 640.844, usercpu_time_millis_testing: 45, usercpu_time_millis_training: 595.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9573, kappa: 0.8951, kb_relative_information_score: 28137.8347, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9572, predictive_accuracy: 0.9573, prior_entropy: 0.863, recall: 0.9573, relative_absolute_error: 0.1939, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.182, root_relative_squared_error: 0.4029, scimark_benchmark: 1238.5404, usercpu_time_millis: 4205.763, usercpu_time_millis_testing: 61.568, usercpu_time_millis_training: 4144.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9375, kappa: 0.8451, kb_relative_information_score: 25016.9265, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9379, predictive_accuracy: 0.9383, prior_entropy: 0.863, recall: 0.9383, relative_absolute_error: 0.294, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.4813, scimark_benchmark: 1240.5009, usercpu_time_millis: 2199.793, usercpu_time_millis_testing: 56.586, usercpu_time_millis_training: 2143.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9628, kappa: 0.9088, kb_relative_information_score: 28804.657, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9628, predictive_accuracy: 0.9629, prior_entropy: 0.863, recall: 0.9629, relative_absolute_error: 0.1753, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.3767, scimark_benchmark: 1270.2992, usercpu_time_millis: 2270.727, usercpu_time_millis_testing: 47.629, usercpu_time_millis_training: 2223.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9645, kappa: 0.9128, kb_relative_information_score: 28840.4048, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9645, predictive_accuracy: 0.9646, prior_entropy: 0.863, recall: 0.9646, relative_absolute_error: 0.1759, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.3713, scimark_benchmark: 1271.1346, usercpu_time_millis: 469.884, usercpu_time_millis_testing: 23.918, usercpu_time_millis_training: 445.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9611, kappa: 0.9043, kb_relative_information_score: 28165.3433, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9611, predictive_accuracy: 0.9612, prior_entropy: 0.863, recall: 0.9612, relative_absolute_error: 0.1977, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.3894, scimark_benchmark: 1267.0089, usercpu_time_millis: 2813.662, usercpu_time_millis_testing: 84.958, usercpu_time_millis_training: 2728.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9693, kappa: 0.9247, kb_relative_information_score: 29865.3089, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9693, predictive_accuracy: 0.9694, prior_entropy: 0.863, recall: 0.9694, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.342, scimark_benchmark: 1261.3712, usercpu_time_millis: 1624.762, usercpu_time_millis_testing: 33.822, usercpu_time_millis_training: 1590.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9282, kappa: 0.8198, kb_relative_information_score: 19029.4791, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9328, predictive_accuracy: 0.9305, prior_entropy: 0.863, recall: 0.9305, relative_absolute_error: 0.5077, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2642, root_relative_squared_error: 0.5849, scimark_benchmark: 1236.1421, usercpu_time_millis: 1099.695, usercpu_time_millis_testing: 87.653, usercpu_time_millis_training: 1012.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9398, kappa: 0.8501, kb_relative_information_score: 21050.3787, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9413, predictive_accuracy: 0.941, prior_entropy: 0.863, recall: 0.941, relative_absolute_error: 0.437, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.245, root_relative_squared_error: 0.5423, scimark_benchmark: 1273.4826, usercpu_time_millis: 864.199, usercpu_time_millis_testing: 55.577, usercpu_time_millis_training: 808.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9589, kappa: 0.8987, kb_relative_information_score: 27434.9939, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9589, predictive_accuracy: 0.9591, prior_entropy: 0.863, recall: 0.9591, relative_absolute_error: 0.2239, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.4024, scimark_benchmark: 1272.0037, usercpu_time_millis: 314.481, usercpu_time_millis_testing: 19.698, usercpu_time_millis_training: 294.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9597, kappa: 0.9007, kb_relative_information_score: 27380.4326, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9597, predictive_accuracy: 0.9599, prior_entropy: 0.863, recall: 0.9599, relative_absolute_error: 0.2267, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.4019, scimark_benchmark: 1274.3722, usercpu_time_millis: 279.531, usercpu_time_millis_testing: 15.418, usercpu_time_millis_training: 264.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9542, kappa: 0.8877, kb_relative_information_score: 27466.5956, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.863, recall: 0.9543, relative_absolute_error: 0.2144, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.4215, scimark_benchmark: 1263.6817, usercpu_time_millis: 2903.505, usercpu_time_millis_testing: 39.952, usercpu_time_millis_training: 2863.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9698, kappa: 0.926, kb_relative_information_score: 30083.5629, mean_absolute_error: 0.0552, 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: 0.1353, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.3356, scimark_benchmark: 1269.5438, usercpu_time_millis: 2504.252, usercpu_time_millis_testing: 43.593, usercpu_time_millis_training: 2460.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9462, kappa: 0.8665, kb_relative_information_score: 23067.3284, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9468, predictive_accuracy: 0.9469, prior_entropy: 0.863, recall: 0.9469, relative_absolute_error: 0.3694, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.226, root_relative_squared_error: 0.5003, scimark_benchmark: 1270.518, usercpu_time_millis: 2463.576, usercpu_time_millis_testing: 122.485, usercpu_time_millis_training: 2341.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.96, kappa: 0.9014, kb_relative_information_score: 27467.3371, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.96, predictive_accuracy: 0.9602, prior_entropy: 0.863, recall: 0.9602, relative_absolute_error: 0.2244, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.18, root_relative_squared_error: 0.3985, scimark_benchmark: 1263.5418, usercpu_time_millis: 2055.874, usercpu_time_millis_testing: 90.752, usercpu_time_millis_training: 1965.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9414, kappa: 0.8549, kb_relative_information_score: 24474.4874, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9418, predictive_accuracy: 0.9421, prior_entropy: 0.863, recall: 0.9421, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.218, root_relative_squared_error: 0.4825, scimark_benchmark: 1268.354, usercpu_time_millis: 2200.267, usercpu_time_millis_testing: 91.316, usercpu_time_millis_training: 2108.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9447, kappa: 0.8629, kb_relative_information_score: 24010.1833, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9451, predictive_accuracy: 0.9453, prior_entropy: 0.863, recall: 0.9453, relative_absolute_error: 0.3358, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.4843, scimark_benchmark: 1272.4009, usercpu_time_millis: 608.046, usercpu_time_millis_testing: 27.731, usercpu_time_millis_training: 580.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.969, kappa: 0.924, kb_relative_information_score: 29909.2316, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.969, predictive_accuracy: 0.9691, prior_entropy: 0.863, recall: 0.9691, relative_absolute_error: 0.1406, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.3446, scimark_benchmark: 1235.0087, usercpu_time_millis: 5827.849, usercpu_time_millis_testing: 57.349, usercpu_time_millis_training: 5770.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8712, kappa: 0.6854, kb_relative_information_score: 17545.0237, mean_absolute_error: 0.2078, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8717, predictive_accuracy: 0.8708, prior_entropy: 0.863, recall: 0.8708, relative_absolute_error: 0.5092, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.6637, scimark_benchmark: 1258.8398, usercpu_time_millis: 102.141, usercpu_time_millis_testing: 5.071, usercpu_time_millis_training: 97.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9636, kappa: 0.9102, kb_relative_information_score: 27763.196, mean_absolute_error: 0.0887, 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: 0.2173, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.3848, scimark_benchmark: 1237.2052, usercpu_time_millis: 360.78, usercpu_time_millis_testing: 20.265, usercpu_time_millis_training: 340.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9555, kappa: 0.8909, kb_relative_information_score: 27691.7881, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9555, predictive_accuracy: 0.9556, prior_entropy: 0.863, recall: 0.9556, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.4142, scimark_benchmark: 1241.0173, usercpu_time_millis: 905.55, usercpu_time_millis_testing: 20.958, usercpu_time_millis_training: 884.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9497, kappa: 0.8761, kb_relative_information_score: 26566.1399, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9496, predictive_accuracy: 0.9499, prior_entropy: 0.863, recall: 0.9499, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4408, scimark_benchmark: 1270.1043, usercpu_time_millis: 2603.985, usercpu_time_millis_testing: 53.726, usercpu_time_millis_training: 2550.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9236, kappa: 0.8086, kb_relative_information_score: 24270.849, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9266, predictive_accuracy: 0.9257, prior_entropy: 0.863, recall: 0.9257, relative_absolute_error: 0.314, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.5075, scimark_benchmark: 1265.0192, usercpu_time_millis: 4283.207, usercpu_time_millis_testing: 63.376, usercpu_time_millis_training: 4219.831,

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