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: 0.9832, f_measure: 0.9323, kappa: 0.8314, kb_relative_information_score: 23819.3944, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9334, predictive_accuracy: 0.9335, prior_entropy: 0.863, recall: 0.9335, relative_absolute_error: 0.3356, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.5034, scimark_benchmark: 1242.5792, usercpu_time_millis: 1375.72, usercpu_time_millis_testing: 66.396, usercpu_time_millis_training: 1309.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9645, kappa: 0.9129, kb_relative_information_score: 29276.8821, mean_absolute_error: 0.0648, 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: 0.1589, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.3687, scimark_benchmark: 1288.7863, usercpu_time_millis: 114.28, usercpu_time_millis_testing: 3.484, usercpu_time_millis_training: 110.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9413, kappa: 0.8548, kb_relative_information_score: 25784.4197, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9414, predictive_accuracy: 0.9419, prior_entropy: 0.863, recall: 0.9419, relative_absolute_error: 0.268, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.4639, scimark_benchmark: 1219.2045, usercpu_time_millis: 3197.579, usercpu_time_millis_testing: 74.253, usercpu_time_millis_training: 3123.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9635, kappa: 0.9103, kb_relative_information_score: 28849.951, mean_absolute_error: 0.0711, 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: 0.1742, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.3758, scimark_benchmark: 1244.9824, usercpu_time_millis: 2024.01, usercpu_time_millis_testing: 51.166, usercpu_time_millis_training: 1972.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9639, kappa: 0.9115, kb_relative_information_score: 28937.6485, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9639, predictive_accuracy: 0.964, prior_entropy: 0.863, recall: 0.964, relative_absolute_error: 0.1713, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.3727, scimark_benchmark: 1278.5716, usercpu_time_millis: 1239.37, usercpu_time_millis_testing: 32.686, usercpu_time_millis_training: 1206.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9653, kappa: 0.9149, kb_relative_information_score: 29136.6776, mean_absolute_error: 0.0675, 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: 0.1654, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.3662, scimark_benchmark: 1236.2917, usercpu_time_millis: 4677.319, usercpu_time_millis_testing: 99.832, usercpu_time_millis_training: 4577.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9376, kappa: 0.8456, kb_relative_information_score: 25770.7764, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9377, predictive_accuracy: 0.9382, prior_entropy: 0.863, recall: 0.9382, relative_absolute_error: 0.2634, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.4758, scimark_benchmark: 1230.4447, usercpu_time_millis: 5868.144, usercpu_time_millis_testing: 83.736, usercpu_time_millis_training: 5784.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9368, kappa: 0.8435, kb_relative_information_score: 25533.7527, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.937, predictive_accuracy: 0.9375, prior_entropy: 0.863, recall: 0.9375, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.4809, scimark_benchmark: 1236.0985, usercpu_time_millis: 921.867, usercpu_time_millis_testing: 24.867, usercpu_time_millis_training: 897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9203, kappa: 0.8002, kb_relative_information_score: 22746.7285, mean_absolute_error: 0.151, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9241, predictive_accuracy: 0.9228, prior_entropy: 0.863, recall: 0.9228, relative_absolute_error: 0.37, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2389, root_relative_squared_error: 0.5288, scimark_benchmark: 1237.1938, usercpu_time_millis: 1877.371, usercpu_time_millis_testing: 45.058, usercpu_time_millis_training: 1832.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9388, kappa: 0.8488, kb_relative_information_score: 26020.1823, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9389, predictive_accuracy: 0.9394, prior_entropy: 0.863, recall: 0.9394, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.4701, scimark_benchmark: 1230.314, usercpu_time_millis: 822.616, usercpu_time_millis_testing: 9.358, usercpu_time_millis_training: 813.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9611, kappa: 0.9044, kb_relative_information_score: 28168.0747, mean_absolute_error: 0.0811, 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: 0.1986, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3874, scimark_benchmark: 1294.2024, usercpu_time_millis: 1661.117, usercpu_time_millis_testing: 90.469, usercpu_time_millis_training: 1570.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9528, kappa: 0.8832, kb_relative_information_score: 24595.0853, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9534, predictive_accuracy: 0.9534, prior_entropy: 0.863, recall: 0.9534, relative_absolute_error: 0.323, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.208, root_relative_squared_error: 0.4604, scimark_benchmark: 1287.7398, usercpu_time_millis: 965.543, usercpu_time_millis_testing: 53.755, usercpu_time_millis_training: 911.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.955, kappa: 0.8891, kb_relative_information_score: 27159.5183, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9549, predictive_accuracy: 0.9552, prior_entropy: 0.863, recall: 0.9552, relative_absolute_error: 0.2293, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.189, root_relative_squared_error: 0.4185, scimark_benchmark: 1284.4999, usercpu_time_millis: 508.615, usercpu_time_millis_testing: 31.792, usercpu_time_millis_training: 476.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9619, kappa: 0.9065, kb_relative_information_score: 28738.7415, mean_absolute_error: 0.0721, 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: 0.1768, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.3821, scimark_benchmark: 1257.0966, usercpu_time_millis: 810.141, usercpu_time_millis_testing: 18.776, usercpu_time_millis_training: 791.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9609, kappa: 0.9041, kb_relative_information_score: 28595.6265, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9609, predictive_accuracy: 0.961, prior_entropy: 0.863, recall: 0.961, relative_absolute_error: 0.1806, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.3868, scimark_benchmark: 1231.5428, usercpu_time_millis: 9121.675, usercpu_time_millis_testing: 99.303, usercpu_time_millis_training: 9022.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9496, kappa: 0.875, kb_relative_information_score: 24005.2651, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9502, predictive_accuracy: 0.9502, prior_entropy: 0.863, recall: 0.9502, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.215, root_relative_squared_error: 0.4759, scimark_benchmark: 1294.2413, usercpu_time_millis: 1847.525, usercpu_time_millis_testing: 99.398, usercpu_time_millis_training: 1748.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9614, kappa: 0.9049, kb_relative_information_score: 27357.9155, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9615, predictive_accuracy: 0.9617, prior_entropy: 0.863, recall: 0.9617, relative_absolute_error: 0.2302, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.3966, scimark_benchmark: 1290.5104, usercpu_time_millis: 1751.164, usercpu_time_millis_testing: 81.406, usercpu_time_millis_training: 1669.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9622, kappa: 0.9068, kb_relative_information_score: 27566.7044, mean_absolute_error: 0.0912, 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: 0.2234, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.3904, scimark_benchmark: 1286.4971, usercpu_time_millis: 1047.739, usercpu_time_millis_testing: 62.327, usercpu_time_millis_training: 985.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9461, kappa: 0.8666, kb_relative_information_score: 25186.783, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9465, predictive_accuracy: 0.9467, prior_entropy: 0.863, recall: 0.9467, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.4613, scimark_benchmark: 1289.6526, usercpu_time_millis: 1457.982, usercpu_time_millis_testing: 81.64, usercpu_time_millis_training: 1376.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9586, kappa: 0.898, kb_relative_information_score: 27604.195, mean_absolute_error: 0.0885, 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: 0.2169, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.4022, scimark_benchmark: 1291.49, usercpu_time_millis: 212.663, usercpu_time_millis_testing: 13.537, usercpu_time_millis_training: 199.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.942, kappa: 0.8559, kb_relative_information_score: 21892.4443, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9431, predictive_accuracy: 0.943, prior_entropy: 0.863, recall: 0.943, relative_absolute_error: 0.408, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.5262, scimark_benchmark: 1292.7809, usercpu_time_millis: 967.139, usercpu_time_millis_testing: 68.773, usercpu_time_millis_training: 898.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9576, kappa: 0.8954, kb_relative_information_score: 26476.2447, mean_absolute_error: 0.1053, 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: 0.2581, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.4205, scimark_benchmark: 1274.2164, usercpu_time_millis: 1523.984, usercpu_time_millis_testing: 120.877, usercpu_time_millis_training: 1403.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.948, kappa: 0.8711, kb_relative_information_score: 24441.9403, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9484, predictive_accuracy: 0.9486, prior_entropy: 0.863, recall: 0.9486, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4717, scimark_benchmark: 1262.6676, usercpu_time_millis: 1022.475, usercpu_time_millis_testing: 54.555, usercpu_time_millis_training: 967.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9528, kappa: 0.8833, kb_relative_information_score: 25907.0828, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9529, predictive_accuracy: 0.9532, prior_entropy: 0.863, recall: 0.9532, relative_absolute_error: 0.2744, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.4401, scimark_benchmark: 1270.0221, usercpu_time_millis: 1498.67, usercpu_time_millis_testing: 76.864, usercpu_time_millis_training: 1421.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9248, kappa: 0.811, kb_relative_information_score: 18663.4999, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9299, predictive_accuracy: 0.9274, prior_entropy: 0.863, recall: 0.9274, relative_absolute_error: 0.5181, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.5937, scimark_benchmark: 1275.5695, usercpu_time_millis: 997.185, usercpu_time_millis_testing: 66.666, usercpu_time_millis_training: 930.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9306, kappa: 0.8258, kb_relative_information_score: 19243.463, mean_absolute_error: 0.2048, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9348, predictive_accuracy: 0.9327, prior_entropy: 0.863, recall: 0.9327, relative_absolute_error: 0.5018, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.5794, scimark_benchmark: 1270.6009, usercpu_time_millis: 1086.963, usercpu_time_millis_testing: 82.71, usercpu_time_millis_training: 1004.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9651, kappa: 0.9142, kb_relative_information_score: 28940.262, mean_absolute_error: 0.0707, 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: 0.1734, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.366, scimark_benchmark: 1268.6813, usercpu_time_millis: 1606.174, usercpu_time_millis_testing: 45.061, usercpu_time_millis_training: 1561.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9103, kappa: 0.7734, kb_relative_information_score: 17246.6992, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9177, predictive_accuracy: 0.9141, prior_entropy: 0.863, recall: 0.9141, relative_absolute_error: 0.5564, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.6274, scimark_benchmark: 1271.5674, usercpu_time_millis: 598.232, usercpu_time_millis_testing: 44.396, usercpu_time_millis_training: 553.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.945, kappa: 0.8636, kb_relative_information_score: 23765.4403, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9455, predictive_accuracy: 0.9457, prior_entropy: 0.863, recall: 0.9457, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.4877, scimark_benchmark: 1271.3432, usercpu_time_millis: 626.08, usercpu_time_millis_testing: 28.846, usercpu_time_millis_training: 597.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9561, kappa: 0.8917, kb_relative_information_score: 26700.8742, mean_absolute_error: 0.1014, 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: 0.2486, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.4202, scimark_benchmark: 1265.2577, usercpu_time_millis: 420.495, usercpu_time_millis_testing: 24.634, usercpu_time_millis_training: 395.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9569, kappa: 0.894, kb_relative_information_score: 27481.1575, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9569, predictive_accuracy: 0.9571, prior_entropy: 0.863, recall: 0.9571, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.185, root_relative_squared_error: 0.4095, scimark_benchmark: 1265.6858, usercpu_time_millis: 320.292, usercpu_time_millis_testing: 10.701, usercpu_time_millis_training: 309.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.964, kappa: 0.9116, kb_relative_information_score: 28477.9324, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.964, predictive_accuracy: 0.9642, prior_entropy: 0.863, recall: 0.9642, relative_absolute_error: 0.1904, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.3739, scimark_benchmark: 1288.2133, usercpu_time_millis: 816.368, usercpu_time_millis_testing: 38.06, usercpu_time_millis_training: 778.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9666, kappa: 0.9178, kb_relative_information_score: 28789.2365, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9665, predictive_accuracy: 0.9667, prior_entropy: 0.863, recall: 0.9667, relative_absolute_error: 0.1806, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.3637, scimark_benchmark: 1290.4587, usercpu_time_millis: 1016.317, usercpu_time_millis_testing: 47.235, usercpu_time_millis_training: 969.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9374, kappa: 0.8447, kb_relative_information_score: 24037.3164, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9381, predictive_accuracy: 0.9383, prior_entropy: 0.863, recall: 0.9383, relative_absolute_error: 0.331, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.4932, scimark_benchmark: 1278.6343, usercpu_time_millis: 1470.108, usercpu_time_millis_testing: 65.918, usercpu_time_millis_training: 1404.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9473, kappa: 0.8694, kb_relative_information_score: 25001.8539, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9477, predictive_accuracy: 0.9479, prior_entropy: 0.863, recall: 0.9479, relative_absolute_error: 0.3037, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4623, scimark_benchmark: 1277.164, usercpu_time_millis: 474.655, usercpu_time_millis_testing: 22.634, usercpu_time_millis_training: 452.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9459, kappa: 0.8657, kb_relative_information_score: 23081.6173, mean_absolute_error: 0.1512, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9467, predictive_accuracy: 0.9467, prior_entropy: 0.863, recall: 0.9467, relative_absolute_error: 0.3706, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.4982, scimark_benchmark: 1287.096, usercpu_time_millis: 1383.915, usercpu_time_millis_testing: 87.015, usercpu_time_millis_training: 1296.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9667, kappa: 0.9181, kb_relative_information_score: 29025.4927, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9667, predictive_accuracy: 0.9668, prior_entropy: 0.863, recall: 0.9668, relative_absolute_error: 0.172, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3599, scimark_benchmark: 1280.3228, usercpu_time_millis: 525.549, usercpu_time_millis_testing: 17.62, usercpu_time_millis_training: 507.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9302, kappa: 0.8248, kb_relative_information_score: 19278.0075, mean_absolute_error: 0.2043, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9344, predictive_accuracy: 0.9323, prior_entropy: 0.863, recall: 0.9323, relative_absolute_error: 0.5005, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.5787, scimark_benchmark: 1287.4869, usercpu_time_millis: 813.914, usercpu_time_millis_testing: 56.481, usercpu_time_millis_training: 757.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9222, kappa: 0.8043, kb_relative_information_score: 18440.1862, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9278, predictive_accuracy: 0.925, prior_entropy: 0.863, recall: 0.925, relative_absolute_error: 0.5241, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.5993, scimark_benchmark: 1285.1125, usercpu_time_millis: 895.597, usercpu_time_millis_testing: 64.52, usercpu_time_millis_training: 831.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9551, kappa: 0.8892, kb_relative_information_score: 26458.203, mean_absolute_error: 0.1048, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9553, predictive_accuracy: 0.9555, prior_entropy: 0.863, recall: 0.9555, relative_absolute_error: 0.2568, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.4256, scimark_benchmark: 1277.4833, usercpu_time_millis: 1691.26, usercpu_time_millis_testing: 68.761, usercpu_time_millis_training: 1622.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9578, kappa: 0.8963, kb_relative_information_score: 27555.2198, mean_absolute_error: 0.0883, 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: 0.2164, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.4075, scimark_benchmark: 1268.6909, usercpu_time_millis: 625.226, usercpu_time_millis_testing: 18.244, usercpu_time_millis_training: 606.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9598, kappa: 0.9011, kb_relative_information_score: 27371.8433, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9599, predictive_accuracy: 0.9601, prior_entropy: 0.863, recall: 0.9601, relative_absolute_error: 0.2274, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.4014, scimark_benchmark: 1275.1767, usercpu_time_millis: 2260.069, usercpu_time_millis_testing: 93.25, usercpu_time_millis_training: 2166.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9651, kappa: 0.9142, kb_relative_information_score: 28834.6043, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.1773, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1661, root_relative_squared_error: 0.3677, scimark_benchmark: 1278.2373, usercpu_time_millis: 1407.26, usercpu_time_millis_testing: 53.344, usercpu_time_millis_training: 1353.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.945, kappa: 0.865, kb_relative_information_score: 27687.5374, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9449, predictive_accuracy: 0.9451, prior_entropy: 0.863, recall: 0.9451, relative_absolute_error: 0.2011, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.4417, scimark_benchmark: 1285.5117, usercpu_time_millis: 5608.932, usercpu_time_millis_testing: 0.824, usercpu_time_millis_training: 5608.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.964, kappa: 0.9114, kb_relative_information_score: 28620.8916, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9639, predictive_accuracy: 0.9641, prior_entropy: 0.863, recall: 0.9641, relative_absolute_error: 0.1838, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.3749, scimark_benchmark: 1275.3484, usercpu_time_millis: 1864.634, usercpu_time_millis_testing: 86.297, usercpu_time_millis_training: 1778.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9258, kappa: 0.8135, kb_relative_information_score: 18747.2177, mean_absolute_error: 0.2104, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9307, predictive_accuracy: 0.9282, prior_entropy: 0.863, recall: 0.9282, relative_absolute_error: 0.5156, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.5917, scimark_benchmark: 1267.5397, usercpu_time_millis: 826.832, usercpu_time_millis_testing: 60.563, usercpu_time_millis_training: 766.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9577, kappa: 0.8955, kb_relative_information_score: 25819.1743, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9581, predictive_accuracy: 0.9582, prior_entropy: 0.863, recall: 0.9582, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.4276, scimark_benchmark: 1263.8805, usercpu_time_millis: 438.756, usercpu_time_millis_testing: 24.816, usercpu_time_millis_training: 413.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9471, kappa: 0.8702, kb_relative_information_score: 28007.4, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.947, predictive_accuracy: 0.9471, prior_entropy: 0.863, recall: 0.9471, relative_absolute_error: 0.1906, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.437, scimark_benchmark: 1312.855, usercpu_time_millis: 8647.939, usercpu_time_millis_testing: 76.559, usercpu_time_millis_training: 8571.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9629, kappa: 0.9085, kb_relative_information_score: 27627.6496, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9629, predictive_accuracy: 0.9631, prior_entropy: 0.863, recall: 0.9631, relative_absolute_error: 0.2207, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.3906, scimark_benchmark: 1268.4615, usercpu_time_millis: 164.44, usercpu_time_millis_testing: 10.244, usercpu_time_millis_training: 154.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9571, kappa: 0.8942, kb_relative_information_score: 26469.9715, mean_absolute_error: 0.1054, 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: 0.2582, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.19, root_relative_squared_error: 0.4206, scimark_benchmark: 1267.1399, usercpu_time_millis: 907.467, usercpu_time_millis_testing: 70.035, usercpu_time_millis_training: 837.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.962, kappa: 0.9066, kb_relative_information_score: 27869.4019, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.962, predictive_accuracy: 0.9622, prior_entropy: 0.863, recall: 0.9622, relative_absolute_error: 0.2114, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3877, scimark_benchmark: 1272.9748, usercpu_time_millis: 905.541, usercpu_time_millis_testing: 38.699, usercpu_time_millis_training: 866.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9072, kappa: 0.7655, kb_relative_information_score: 16947.1153, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9155, predictive_accuracy: 0.9114, prior_entropy: 0.863, recall: 0.9114, relative_absolute_error: 0.565, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.6342, scimark_benchmark: 1271.1093, usercpu_time_millis: 229.621, usercpu_time_millis_testing: 18.331, usercpu_time_millis_training: 211.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9647, kappa: 0.913, kb_relative_information_score: 28017.9445, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9647, predictive_accuracy: 0.9649, prior_entropy: 0.863, recall: 0.9649, relative_absolute_error: 0.2087, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.378, scimark_benchmark: 1268.1856, usercpu_time_millis: 1389.108, usercpu_time_millis_testing: 69.77, usercpu_time_millis_training: 1319.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.955, kappa: 0.8891, kb_relative_information_score: 26737.7528, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9551, predictive_accuracy: 0.9553, prior_entropy: 0.863, recall: 0.9553, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4218, scimark_benchmark: 1269.0565, usercpu_time_millis: 2386.355, usercpu_time_millis_testing: 101.824, usercpu_time_millis_training: 2284.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9308, kappa: 0.8264, kb_relative_information_score: 19347.4897, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9349, predictive_accuracy: 0.9329, prior_entropy: 0.863, recall: 0.9329, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.577, scimark_benchmark: 1271.46, usercpu_time_millis: 1261.673, usercpu_time_millis_testing: 90.199, usercpu_time_millis_training: 1171.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9556, kappa: 0.8905, kb_relative_information_score: 27002.1424, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9556, predictive_accuracy: 0.9558, prior_entropy: 0.863, recall: 0.9558, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.4176, scimark_benchmark: 1263.4961, usercpu_time_millis: 2551.871, usercpu_time_millis_testing: 89.447, usercpu_time_millis_training: 2462.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9466, kappa: 0.8676, kb_relative_information_score: 24818.9049, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.947, predictive_accuracy: 0.9472, prior_entropy: 0.863, recall: 0.9472, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.4666, scimark_benchmark: 1273.918, usercpu_time_millis: 1121.959, usercpu_time_millis_testing: 51.117, usercpu_time_millis_training: 1070.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9652, kappa: 0.9145, kb_relative_information_score: 28618.5986, mean_absolute_error: 0.0759, 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: 0.186, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.3694, scimark_benchmark: 1267.8, usercpu_time_millis: 621.268, usercpu_time_millis_testing: 23.242, usercpu_time_millis_training: 598.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9528, kappa: 0.8836, kb_relative_information_score: 26755.8264, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9527, predictive_accuracy: 0.953, prior_entropy: 0.863, recall: 0.953, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4293, scimark_benchmark: 1272.1615, usercpu_time_millis: 3107.757, usercpu_time_millis_testing: 77.686, usercpu_time_millis_training: 3030.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9494, kappa: 0.8749, kb_relative_information_score: 25421.4011, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9497, predictive_accuracy: 0.9499, prior_entropy: 0.863, recall: 0.9499, relative_absolute_error: 0.2895, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.453, scimark_benchmark: 1266.9813, usercpu_time_millis: 126.027, usercpu_time_millis_testing: 7.95, usercpu_time_millis_training: 118.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9637, kappa: 0.9109, kb_relative_information_score: 28332.9605, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9637, predictive_accuracy: 0.9639, prior_entropy: 0.863, recall: 0.9639, relative_absolute_error: 0.1952, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.3773, scimark_benchmark: 1269.2787, usercpu_time_millis: 743.137, usercpu_time_millis_testing: 46.025, usercpu_time_millis_training: 697.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9422, kappa: 0.8566, kb_relative_information_score: 23641.0102, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9427, predictive_accuracy: 0.9429, prior_entropy: 0.863, recall: 0.9429, relative_absolute_error: 0.3477, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.4939, scimark_benchmark: 1263.9343, usercpu_time_millis: 646.837, usercpu_time_millis_testing: 31.95, usercpu_time_millis_training: 614.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9542, kappa: 0.8871, kb_relative_information_score: 26797.0095, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9543, predictive_accuracy: 0.9545, prior_entropy: 0.863, recall: 0.9545, relative_absolute_error: 0.2425, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4238, scimark_benchmark: 1273.7955, usercpu_time_millis: 630.57, usercpu_time_millis_testing: 31.35, usercpu_time_millis_training: 599.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9549, kappa: 0.8887, kb_relative_information_score: 26328.5988, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9551, predictive_accuracy: 0.9553, prior_entropy: 0.863, recall: 0.9553, relative_absolute_error: 0.2608, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1938, root_relative_squared_error: 0.4291, scimark_benchmark: 1273.7791, usercpu_time_millis: 2268.584, usercpu_time_millis_testing: 102.566, usercpu_time_millis_training: 2166.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9523, kappa: 0.8822, kb_relative_information_score: 25749.1076, mean_absolute_error: 0.1141, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9525, predictive_accuracy: 0.9528, prior_entropy: 0.863, recall: 0.9528, relative_absolute_error: 0.2796, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2004, root_relative_squared_error: 0.4436, scimark_benchmark: 1269.5989, usercpu_time_millis: 972.247, usercpu_time_millis_testing: 45.745, usercpu_time_millis_training: 926.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9679, kappa: 0.9212, kb_relative_information_score: 29899.6199, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9679, predictive_accuracy: 0.9679, prior_entropy: 0.863, recall: 0.9679, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.3495, scimark_benchmark: 1272.3949, usercpu_time_millis: 11645.884, usercpu_time_millis_testing: 54.486, usercpu_time_millis_training: 11591.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9574, kappa: 0.8946, kb_relative_information_score: 25669.2944, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9577, predictive_accuracy: 0.9578, prior_entropy: 0.863, recall: 0.9578, relative_absolute_error: 0.2895, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4312, scimark_benchmark: 1262.3928, usercpu_time_millis: 673.07, usercpu_time_millis_testing: 45.538, usercpu_time_millis_training: 627.532,
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: 0.9578, kappa: 0.8961, kb_relative_information_score: 27444.8384, mean_absolute_error: 0.0901, 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: 0.2209, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.4081, scimark_benchmark: 1268.7913, usercpu_time_millis: 2061.941, usercpu_time_millis_testing: 74.421, usercpu_time_millis_training: 1987.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9578, kappa: 0.896, kb_relative_information_score: 27262.5612, mean_absolute_error: 0.0935, 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: 0.2291, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.4083, scimark_benchmark: 1268.4615, usercpu_time_millis: 975.355, usercpu_time_millis_testing: 42.962, usercpu_time_millis_training: 932.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9514, kappa: 0.8796, kb_relative_information_score: 24409.6603, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.952, predictive_accuracy: 0.952, prior_entropy: 0.863, recall: 0.952, relative_absolute_error: 0.3287, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4656, scimark_benchmark: 1268.7396, usercpu_time_millis: 2166.234, usercpu_time_millis_testing: 112.785, usercpu_time_millis_training: 2053.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9617, kappa: 0.9059, kb_relative_information_score: 28019.0383, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9617, predictive_accuracy: 0.9619, prior_entropy: 0.863, recall: 0.9619, relative_absolute_error: 0.2051, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1748, root_relative_squared_error: 0.387, scimark_benchmark: 1270.789, usercpu_time_millis: 600.818, usercpu_time_millis_testing: 33.908, usercpu_time_millis_training: 566.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9601, kappa: 0.9017, kb_relative_information_score: 27398.45, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9601, predictive_accuracy: 0.9603, prior_entropy: 0.863, recall: 0.9603, relative_absolute_error: 0.2266, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.181, root_relative_squared_error: 0.4007, scimark_benchmark: 1271.6346, usercpu_time_millis: 2488.474, usercpu_time_millis_testing: 88.207, usercpu_time_millis_training: 2400.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9254, kappa: 0.8124, kb_relative_information_score: 18693.6141, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9304, predictive_accuracy: 0.9279, prior_entropy: 0.863, recall: 0.9279, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2678, root_relative_squared_error: 0.593, scimark_benchmark: 1265.1994, usercpu_time_millis: 767.946, usercpu_time_millis_testing: 56.843, usercpu_time_millis_training: 711.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9308, kappa: 0.8278, kb_relative_information_score: 23109.0491, mean_absolute_error: 0.147, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.932, predictive_accuracy: 0.9321, prior_entropy: 0.863, recall: 0.9321, relative_absolute_error: 0.3603, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.514, scimark_benchmark: 1271.6609, usercpu_time_millis: 853.072, usercpu_time_millis_testing: 42.045, usercpu_time_millis_training: 811.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9557, kappa: 0.8907, kb_relative_information_score: 26203.1687, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9559, predictive_accuracy: 0.9561, prior_entropy: 0.863, recall: 0.9561, relative_absolute_error: 0.2666, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.4282, scimark_benchmark: 1265.4907, usercpu_time_millis: 411.834, usercpu_time_millis_testing: 32.775, usercpu_time_millis_training: 379.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.962, kappa: 0.9065, kb_relative_information_score: 28198.9992, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9619, predictive_accuracy: 0.9621, prior_entropy: 0.863, recall: 0.9621, relative_absolute_error: 0.1974, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.3865, scimark_benchmark: 1272.4139, usercpu_time_millis: 2790.834, usercpu_time_millis_testing: 88.731, usercpu_time_millis_training: 2702.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9618, kappa: 0.9062, kb_relative_information_score: 28590.8045, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9618, predictive_accuracy: 0.9619, prior_entropy: 0.863, recall: 0.9619, relative_absolute_error: 0.1827, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.3825, scimark_benchmark: 1275.5049, usercpu_time_millis: 417.751, usercpu_time_millis_testing: 15.089, usercpu_time_millis_training: 402.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9182, kappa: 0.7943, kb_relative_information_score: 18787.4582, mean_absolute_error: 0.2075, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.923, predictive_accuracy: 0.921, prior_entropy: 0.863, recall: 0.921, relative_absolute_error: 0.5085, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2693, root_relative_squared_error: 0.5961, scimark_benchmark: 1261.4368, usercpu_time_millis: 53.162, usercpu_time_millis_testing: 4.475, usercpu_time_millis_training: 48.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9386, kappa: 0.849, kb_relative_information_score: 25783.1254, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9385, predictive_accuracy: 0.9387, prior_entropy: 0.863, recall: 0.9387, relative_absolute_error: 0.2658, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.4745, scimark_benchmark: 1284.6259, usercpu_time_millis: 9391.084, usercpu_time_millis_testing: 0.925, usercpu_time_millis_training: 9390.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9427, kappa: 0.8592, kb_relative_information_score: 26984.6714, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9426, predictive_accuracy: 0.9428, prior_entropy: 0.863, recall: 0.9428, relative_absolute_error: 0.2251, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.453, scimark_benchmark: 1292.627, usercpu_time_millis: 2077.86, usercpu_time_millis_testing: 0.898, usercpu_time_millis_training: 2076.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9564, kappa: 0.8925, kb_relative_information_score: 27136.3359, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9564, predictive_accuracy: 0.9567, prior_entropy: 0.863, recall: 0.9567, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4123, scimark_benchmark: 1270.8889, usercpu_time_millis: 558.472, usercpu_time_millis_testing: 34.137, usercpu_time_millis_training: 524.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9562, kappa: 0.8918, kb_relative_information_score: 25525.9583, mean_absolute_error: 0.1197, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9566, predictive_accuracy: 0.9567, prior_entropy: 0.863, recall: 0.9567, relative_absolute_error: 0.2933, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.4365, scimark_benchmark: 1267.2239, usercpu_time_millis: 138.496, usercpu_time_millis_testing: 9.783, usercpu_time_millis_training: 128.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9535, kappa: 0.8852, kb_relative_information_score: 26710.3443, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9535, predictive_accuracy: 0.9538, prior_entropy: 0.863, recall: 0.9538, relative_absolute_error: 0.2441, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.4282, scimark_benchmark: 1270.0036, usercpu_time_millis: 3181.478, usercpu_time_millis_testing: 101.653, usercpu_time_millis_training: 3079.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9327, kappa: 0.8313, kb_relative_information_score: 19505.9744, mean_absolute_error: 0.2015, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9365, predictive_accuracy: 0.9347, prior_entropy: 0.863, recall: 0.9347, relative_absolute_error: 0.4938, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.573, scimark_benchmark: 1266.9299, usercpu_time_millis: 1254.05, usercpu_time_millis_testing: 89.272, usercpu_time_millis_training: 1164.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9466, kappa: 0.8678, kb_relative_information_score: 25222.6407, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.947, predictive_accuracy: 0.9472, prior_entropy: 0.863, recall: 0.9472, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4602, scimark_benchmark: 1267.7014, usercpu_time_millis: 900.395, usercpu_time_millis_testing: 41.347, usercpu_time_millis_training: 859.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9579, kappa: 0.8958, kb_relative_information_score: 25734.039, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9582, predictive_accuracy: 0.9583, prior_entropy: 0.863, recall: 0.9583, relative_absolute_error: 0.2876, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1938, root_relative_squared_error: 0.429, scimark_benchmark: 1267.6866, usercpu_time_millis: 1261.046, usercpu_time_millis_testing: 88.93, usercpu_time_millis_training: 1172.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9651, kappa: 0.9142, kb_relative_information_score: 28560.7933, mean_absolute_error: 0.0767, 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: 0.188, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.3705, scimark_benchmark: 1274.3837, usercpu_time_millis: 1133.173, usercpu_time_millis_testing: 57.891, usercpu_time_millis_training: 1075.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9472, kappa: 0.8693, kb_relative_information_score: 24897.5703, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9476, predictive_accuracy: 0.9478, prior_entropy: 0.863, recall: 0.9478, relative_absolute_error: 0.3072, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.4645, scimark_benchmark: 1267.5376, usercpu_time_millis: 946.841, usercpu_time_millis_testing: 48.599, usercpu_time_millis_training: 898.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9504, kappa: 0.8772, kb_relative_information_score: 25042.7579, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9507, predictive_accuracy: 0.9509, prior_entropy: 0.863, recall: 0.9509, relative_absolute_error: 0.3044, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.4571, scimark_benchmark: 1255.6502, usercpu_time_millis: 653.795, usercpu_time_millis_testing: 38.976, usercpu_time_millis_training: 614.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9596, kappa: 0.9006, kb_relative_information_score: 27732.9803, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9596, predictive_accuracy: 0.9598, prior_entropy: 0.863, recall: 0.9598, relative_absolute_error: 0.212, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.4, scimark_benchmark: 1246.2352, usercpu_time_millis: 1526.957, usercpu_time_millis_testing: 45.964, usercpu_time_millis_training: 1480.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9088, kappa: 0.7695, kb_relative_information_score: 17217.1719, mean_absolute_error: 0.2279, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9168, predictive_accuracy: 0.9128, prior_entropy: 0.863, recall: 0.9128, relative_absolute_error: 0.5584, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2838, root_relative_squared_error: 0.6283, scimark_benchmark: 1262.9768, usercpu_time_millis: 336.563, usercpu_time_millis_testing: 24.739, usercpu_time_millis_training: 311.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9267, kappa: 0.8159, kb_relative_information_score: 18986.7788, mean_absolute_error: 0.2077, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9315, predictive_accuracy: 0.9291, prior_entropy: 0.863, recall: 0.9291, relative_absolute_error: 0.509, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.5861, scimark_benchmark: 1271.413, usercpu_time_millis: 229.648, usercpu_time_millis_testing: 13.599, usercpu_time_millis_training: 216.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9543, kappa: 0.887, kb_relative_information_score: 25780.5424, mean_absolute_error: 0.1145, 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: 0.2806, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1982, root_relative_squared_error: 0.4388, scimark_benchmark: 1263.9302, usercpu_time_millis: 1546.2, usercpu_time_millis_testing: 69.296, usercpu_time_millis_training: 1476.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9428, kappa: 0.8583, kb_relative_information_score: 25297.9956, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9431, predictive_accuracy: 0.9434, prior_entropy: 0.863, recall: 0.9434, relative_absolute_error: 0.2882, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.467, scimark_benchmark: 1264.9516, usercpu_time_millis: 587.998, usercpu_time_millis_testing: 23.477, usercpu_time_millis_training: 564.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9666, kappa: 0.9178, kb_relative_information_score: 29048.4915, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9665, predictive_accuracy: 0.9667, prior_entropy: 0.863, recall: 0.9667, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3601, scimark_benchmark: 1271.0692, usercpu_time_millis: 956.794, usercpu_time_millis_testing: 38.819, usercpu_time_millis_training: 917.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9573, kappa: 0.8947, kb_relative_information_score: 27062.004, mean_absolute_error: 0.0964, 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: 0.2362, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4125, scimark_benchmark: 1270.6888, usercpu_time_millis: 103.239, usercpu_time_millis_testing: 6.537, usercpu_time_millis_training: 96.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9318, kappa: 0.829, kb_relative_information_score: 19275.434, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9359, predictive_accuracy: 0.9339, prior_entropy: 0.863, recall: 0.9339, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2612, root_relative_squared_error: 0.5782, scimark_benchmark: 1235.3025, usercpu_time_millis: 253.18, usercpu_time_millis_testing: 16.536, usercpu_time_millis_training: 236.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9635, kappa: 0.9103, kb_relative_information_score: 28557.7157, mean_absolute_error: 0.0759, 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: 0.1861, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.3759, scimark_benchmark: 1267.4689, usercpu_time_millis: 2152.621, usercpu_time_millis_testing: 68.867, usercpu_time_millis_training: 2083.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9541, kappa: 0.8864, kb_relative_information_score: 24976.008, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9546, predictive_accuracy: 0.9546, prior_entropy: 0.863, recall: 0.9546, relative_absolute_error: 0.3104, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.4512, scimark_benchmark: 1270.2246, usercpu_time_millis: 185.289, usercpu_time_millis_testing: 11.517, usercpu_time_millis_training: 173.772,

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

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From your own software

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

OpenML APIs