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: 0.9737, f_measure: 0.8823, kappa: 0.7005, kb_relative_information_score: 14735.8393, mean_absolute_error: 0.2559, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8965, predictive_accuracy: 0.8895, prior_entropy: 0.863, recall: 0.8895, relative_absolute_error: 0.6269, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3085, root_relative_squared_error: 0.683, scimark_benchmark: 1321.9683, usercpu_time_millis: 172.908, usercpu_time_millis_testing: 17.238, usercpu_time_millis_training: 155.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9443, kappa: 0.8627, kb_relative_information_score: 26275.2119, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9443, predictive_accuracy: 0.9447, prior_entropy: 0.863, recall: 0.9447, relative_absolute_error: 0.2513, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.4554, scimark_benchmark: 1268.3719, usercpu_time_millis: 1999.581, usercpu_time_millis_testing: 64.711, usercpu_time_millis_training: 1934.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9233, kappa: 0.8072, kb_relative_information_score: 18523.7705, mean_absolute_error: 0.2128, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9286, predictive_accuracy: 0.926, prior_entropy: 0.863, recall: 0.926, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2699, root_relative_squared_error: 0.5974, scimark_benchmark: 1304.7084, usercpu_time_millis: 301.222, usercpu_time_millis_testing: 19.945, usercpu_time_millis_training: 281.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9397, kappa: 0.8503, kb_relative_information_score: 22298.9973, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9404, predictive_accuracy: 0.9406, prior_entropy: 0.863, recall: 0.9406, relative_absolute_error: 0.3925, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2351, root_relative_squared_error: 0.5206, scimark_benchmark: 1317.2077, usercpu_time_millis: 343.615, usercpu_time_millis_testing: 21.354, usercpu_time_millis_training: 322.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9213, kappa: 0.8038, kb_relative_information_score: 19553.8108, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9228, predictive_accuracy: 0.923, prior_entropy: 0.863, recall: 0.923, relative_absolute_error: 0.471, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.5841, scimark_benchmark: 1282.0002, usercpu_time_millis: 582.416, usercpu_time_millis_testing: 43.639, usercpu_time_millis_training: 538.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9666, kappa: 0.9178, kb_relative_information_score: 28295.5086, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9666, predictive_accuracy: 0.9667, prior_entropy: 0.863, recall: 0.9667, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3693, scimark_benchmark: 1274.6385, usercpu_time_millis: 947.003, usercpu_time_millis_testing: 43.599, usercpu_time_millis_training: 903.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9624, kappa: 0.9077, kb_relative_information_score: 28406.8122, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9624, predictive_accuracy: 0.9626, prior_entropy: 0.863, recall: 0.9626, relative_absolute_error: 0.1906, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.3818, scimark_benchmark: 1264.0021, usercpu_time_millis: 265.026, usercpu_time_millis_testing: 12.456, usercpu_time_millis_training: 252.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9534, kappa: 0.8849, kb_relative_information_score: 26381.3359, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9535, predictive_accuracy: 0.9537, prior_entropy: 0.863, recall: 0.9537, relative_absolute_error: 0.2574, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.4314, scimark_benchmark: 1321.0217, usercpu_time_millis: 1041.443, usercpu_time_millis_testing: 54.253, usercpu_time_millis_training: 987.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9502, kappa: 0.8769, kb_relative_information_score: 25617.3048, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9505, predictive_accuracy: 0.9507, prior_entropy: 0.863, recall: 0.9507, relative_absolute_error: 0.2828, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.4491, scimark_benchmark: 1251.1846, usercpu_time_millis: 97.361, usercpu_time_millis_testing: 5.414, usercpu_time_millis_training: 91.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9574, kappa: 0.8953, kb_relative_information_score: 27924.0123, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9573, predictive_accuracy: 0.9574, prior_entropy: 0.863, recall: 0.9574, relative_absolute_error: 0.2015, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.405, scimark_benchmark: 1270.3462, usercpu_time_millis: 945.366, usercpu_time_millis_testing: 14.795, usercpu_time_millis_training: 930.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9327, kappa: 0.8326, kb_relative_information_score: 24278.7703, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9338, predictive_accuracy: 0.9339, prior_entropy: 0.863, recall: 0.9339, relative_absolute_error: 0.3188, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.4976, scimark_benchmark: 1319.4073, usercpu_time_millis: 328.237, usercpu_time_millis_testing: 11.851, usercpu_time_millis_training: 316.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9427, kappa: 0.8582, kb_relative_information_score: 25155.8051, mean_absolute_error: 0.1201, 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: 0.2942, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4677, scimark_benchmark: 1323.0047, usercpu_time_millis: 1245.52, usercpu_time_millis_testing: 63.745, usercpu_time_millis_training: 1181.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9433, kappa: 0.86, kb_relative_information_score: 26035.4762, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9434, predictive_accuracy: 0.9438, prior_entropy: 0.863, recall: 0.9438, relative_absolute_error: 0.2596, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4603, scimark_benchmark: 1265.7299, usercpu_time_millis: 713.533, usercpu_time_millis_testing: 28.938, usercpu_time_millis_training: 684.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9394, kappa: 0.8503, kb_relative_information_score: 25865.6377, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9395, predictive_accuracy: 0.94, prior_entropy: 0.863, recall: 0.94, relative_absolute_error: 0.2625, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.4683, scimark_benchmark: 1248.7517, usercpu_time_millis: 163.354, usercpu_time_millis_testing: 5.806, usercpu_time_millis_training: 157.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9368, kappa: 0.8434, kb_relative_information_score: 25182.9921, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9371, predictive_accuracy: 0.9375, prior_entropy: 0.863, recall: 0.9375, relative_absolute_error: 0.2865, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.4818, scimark_benchmark: 1296.6284, usercpu_time_millis: 3269.975, usercpu_time_millis_testing: 66.592, usercpu_time_millis_training: 3203.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9559, kappa: 0.8919, kb_relative_information_score: 27670.6819, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9559, predictive_accuracy: 0.956, prior_entropy: 0.863, recall: 0.956, relative_absolute_error: 0.2088, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.4137, scimark_benchmark: 1323.686, usercpu_time_millis: 2680.388, usercpu_time_millis_testing: 46.554, usercpu_time_millis_training: 2633.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9401, kappa: 0.8519, kb_relative_information_score: 25791.2673, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9402, predictive_accuracy: 0.9407, prior_entropy: 0.863, recall: 0.9407, relative_absolute_error: 0.2657, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.4682, scimark_benchmark: 1269.5615, usercpu_time_millis: 3623.492, usercpu_time_millis_testing: 71.316, usercpu_time_millis_training: 3552.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9579, kappa: 0.8963, kb_relative_information_score: 27034.1118, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.958, predictive_accuracy: 0.9582, prior_entropy: 0.863, recall: 0.9582, relative_absolute_error: 0.2382, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.4107, scimark_benchmark: 1268.4762, usercpu_time_millis: 2560.508, usercpu_time_millis_testing: 107.374, usercpu_time_millis_training: 2453.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9623, kappa: 0.9073, kb_relative_information_score: 28745.6118, mean_absolute_error: 0.0724, 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: 0.1774, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3789, scimark_benchmark: 1324.1531, usercpu_time_millis: 182.997, usercpu_time_millis_testing: 6.652, usercpu_time_millis_training: 176.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9648, kappa: 0.9134, kb_relative_information_score: 28805.0414, mean_absolute_error: 0.0727, 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: 0.1782, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3692, scimark_benchmark: 1310.1909, usercpu_time_millis: 227.235, usercpu_time_millis_testing: 10.567, usercpu_time_millis_training: 216.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9397, kappa: 0.8507, kb_relative_information_score: 25310.3946, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.94, predictive_accuracy: 0.9404, prior_entropy: 0.863, recall: 0.9404, relative_absolute_error: 0.2847, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.4728, scimark_benchmark: 1243.7998, usercpu_time_millis: 3462.598, usercpu_time_millis_testing: 77.125, usercpu_time_millis_training: 3385.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9401, kappa: 0.8514, kb_relative_information_score: 23139.9828, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9408, predictive_accuracy: 0.941, prior_entropy: 0.863, recall: 0.941, relative_absolute_error: 0.3635, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.5051, scimark_benchmark: 1303.132, usercpu_time_millis: 231.426, usercpu_time_millis_testing: 12.18, usercpu_time_millis_training: 219.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.962, kappa: 0.9067, kb_relative_information_score: 28408.9996, mean_absolute_error: 0.0773, 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: 0.1894, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.3849, scimark_benchmark: 1287.8424, usercpu_time_millis: 948.729, usercpu_time_millis_testing: 42.119, usercpu_time_millis_training: 906.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9582, kappa: 0.8972, kb_relative_information_score: 27965.2745, mean_absolute_error: 0.0823, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9581, predictive_accuracy: 0.9583, prior_entropy: 0.863, recall: 0.9583, relative_absolute_error: 0.2016, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.402, scimark_benchmark: 1270.4903, usercpu_time_millis: 91.854, usercpu_time_millis_testing: 4.325, usercpu_time_millis_training: 87.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9643, kappa: 0.9124, kb_relative_information_score: 28957.9885, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9643, predictive_accuracy: 0.9644, prior_entropy: 0.863, recall: 0.9644, relative_absolute_error: 0.1711, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.3709, scimark_benchmark: 1289.0035, usercpu_time_millis: 864.118, usercpu_time_millis_testing: 24.988, usercpu_time_millis_training: 839.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.948, kappa: 0.8711, kb_relative_information_score: 24547.3616, mean_absolute_error: 0.1308, 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: 0.3204, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.4692, scimark_benchmark: 1308.6117, usercpu_time_millis: 1356.4, usercpu_time_millis_testing: 69.03, usercpu_time_millis_training: 1287.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9248, kappa: 0.8111, kb_relative_information_score: 18838.6093, mean_absolute_error: 0.2089, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9297, predictive_accuracy: 0.9273, prior_entropy: 0.863, recall: 0.9273, relative_absolute_error: 0.512, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.59, scimark_benchmark: 1295.6665, usercpu_time_millis: 106.879, usercpu_time_millis_testing: 7.91, usercpu_time_millis_training: 98.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9391, kappa: 0.8492, kb_relative_information_score: 25469.7494, mean_absolute_error: 0.1132, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9393, predictive_accuracy: 0.9397, prior_entropy: 0.863, recall: 0.9397, relative_absolute_error: 0.2775, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.4733, scimark_benchmark: 1319.9603, usercpu_time_millis: 2458.474, usercpu_time_millis_testing: 49.18, usercpu_time_millis_training: 2409.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9617, kappa: 0.9059, kb_relative_information_score: 28511.9447, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9616, predictive_accuracy: 0.9618, prior_entropy: 0.863, recall: 0.9618, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3842, scimark_benchmark: 1323.0531, usercpu_time_millis: 5337.287, usercpu_time_millis_testing: 106.3, usercpu_time_millis_training: 5230.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9675, kappa: 0.9201, kb_relative_information_score: 29548.4829, mean_absolute_error: 0.0624, 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: 0.1529, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.159, root_relative_squared_error: 0.3519, scimark_benchmark: 1263.2641, usercpu_time_millis: 4216.499, usercpu_time_millis_testing: 64.842, usercpu_time_millis_training: 4151.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9331, kappa: 0.8324, kb_relative_information_score: 19629.8758, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9367, predictive_accuracy: 0.935, prior_entropy: 0.863, recall: 0.935, relative_absolute_error: 0.4898, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.5705, scimark_benchmark: 1321.3322, usercpu_time_millis: 97.893, usercpu_time_millis_testing: 6.526, usercpu_time_millis_training: 91.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9595, kappa: 0.9003, kb_relative_information_score: 27612.9551, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9595, predictive_accuracy: 0.9597, prior_entropy: 0.863, recall: 0.9597, relative_absolute_error: 0.2181, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3984, scimark_benchmark: 1300.978, usercpu_time_millis: 453.331, usercpu_time_millis_testing: 30.578, usercpu_time_millis_training: 422.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9642, kappa: 0.9121, kb_relative_information_score: 28898.2084, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9642, predictive_accuracy: 0.9643, prior_entropy: 0.863, recall: 0.9643, relative_absolute_error: 0.1737, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.37, scimark_benchmark: 1296.0297, usercpu_time_millis: 1790.274, usercpu_time_millis_testing: 41.173, usercpu_time_millis_training: 1749.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9549, kappa: 0.8887, kb_relative_information_score: 26486.7633, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.955, predictive_accuracy: 0.9553, prior_entropy: 0.863, recall: 0.9553, relative_absolute_error: 0.2556, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.4255, scimark_benchmark: 1294.6752, usercpu_time_millis: 1287.254, usercpu_time_millis_testing: 82.376, usercpu_time_millis_training: 1204.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.96, kappa: 0.9018, kb_relative_information_score: 28422.4884, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.96, predictive_accuracy: 0.9601, prior_entropy: 0.863, recall: 0.9601, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.3909, scimark_benchmark: 1271.3596, usercpu_time_millis: 2344.569, usercpu_time_millis_testing: 50.773, usercpu_time_millis_training: 2293.796,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9431, kappa: 0.8586, kb_relative_information_score: 22401.4562, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.944, predictive_accuracy: 0.944, prior_entropy: 0.863, recall: 0.944, relative_absolute_error: 0.3916, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.5147, scimark_benchmark: 1301.1634, usercpu_time_millis: 383.926, usercpu_time_millis_testing: 28.364, usercpu_time_millis_training: 355.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9607, kappa: 0.9032, kb_relative_information_score: 27744.8219, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9607, predictive_accuracy: 0.9609, prior_entropy: 0.863, recall: 0.9609, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.3946, scimark_benchmark: 1253.2476, usercpu_time_millis: 970.352, usercpu_time_millis_testing: 32.672, usercpu_time_millis_training: 937.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9267, kappa: 0.8171, kb_relative_information_score: 23753.7167, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9286, predictive_accuracy: 0.9284, prior_entropy: 0.863, recall: 0.9284, relative_absolute_error: 0.3355, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.5099, scimark_benchmark: 1247.9229, usercpu_time_millis: 861.98, usercpu_time_millis_testing: 37.053, usercpu_time_millis_training: 824.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9601, kappa: 0.9019, kb_relative_information_score: 28169.6632, mean_absolute_error: 0.0801, 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: 0.1964, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1777, root_relative_squared_error: 0.3933, scimark_benchmark: 1323.1121, usercpu_time_millis: 2051.98, usercpu_time_millis_testing: 89.108, usercpu_time_millis_training: 1962.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9379, kappa: 0.8461, kb_relative_information_score: 24978.244, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9383, predictive_accuracy: 0.9387, prior_entropy: 0.863, recall: 0.9387, relative_absolute_error: 0.2958, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.4809, scimark_benchmark: 1324.1109, usercpu_time_millis: 342.92, usercpu_time_millis_testing: 12.834, usercpu_time_millis_training: 330.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9627, kappa: 0.9084, kb_relative_information_score: 28641.4596, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.863, recall: 0.9628, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.3774, scimark_benchmark: 1263.4198, usercpu_time_millis: 471.867, usercpu_time_millis_testing: 21.653, usercpu_time_millis_training: 450.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9625, kappa: 0.908, kb_relative_information_score: 29076.9535, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9625, predictive_accuracy: 0.9626, prior_entropy: 0.863, recall: 0.9626, relative_absolute_error: 0.165, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.3766, scimark_benchmark: 1272.7667, usercpu_time_millis: 55.146, usercpu_time_millis_testing: 3.567, usercpu_time_millis_training: 51.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9613, kappa: 0.9046, kb_relative_information_score: 27561.5456, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9614, predictive_accuracy: 0.9616, prior_entropy: 0.863, recall: 0.9616, relative_absolute_error: 0.2213, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.3956, scimark_benchmark: 1327.9852, usercpu_time_millis: 61.297, usercpu_time_millis_testing: 4.112, usercpu_time_millis_training: 57.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9662, kappa: 0.9171, kb_relative_information_score: 29424.511, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9662, predictive_accuracy: 0.9663, prior_entropy: 0.863, recall: 0.9663, relative_absolute_error: 0.1565, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.3566, scimark_benchmark: 1305.846, usercpu_time_millis: 1770.707, usercpu_time_millis_testing: 37.07, usercpu_time_millis_training: 1733.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9571, kappa: 0.8947, kb_relative_information_score: 27792.2246, mean_absolute_error: 0.0841, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9571, predictive_accuracy: 0.9572, prior_entropy: 0.863, recall: 0.9572, relative_absolute_error: 0.2061, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.4079, scimark_benchmark: 1274.2793, usercpu_time_millis: 1410.399, usercpu_time_millis_testing: 40.539, usercpu_time_millis_training: 1369.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9644, kappa: 0.9125, kb_relative_information_score: 28959.0415, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9643, predictive_accuracy: 0.9645, prior_entropy: 0.863, recall: 0.9645, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.37, scimark_benchmark: 1324.9097, usercpu_time_millis: 243.646, usercpu_time_millis_testing: 8.46, usercpu_time_millis_training: 235.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9539, kappa: 0.8859, kb_relative_information_score: 24967.0139, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9543, predictive_accuracy: 0.9544, prior_entropy: 0.863, recall: 0.9544, relative_absolute_error: 0.3113, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.4508, scimark_benchmark: 1293.6927, usercpu_time_millis: 1399.25, usercpu_time_millis_testing: 89.769, usercpu_time_millis_training: 1309.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9681, kappa: 0.9216, kb_relative_information_score: 29492.6787, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9681, predictive_accuracy: 0.9681, prior_entropy: 0.863, recall: 0.9681, relative_absolute_error: 0.155, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.3522, scimark_benchmark: 1272.371, usercpu_time_millis: 763.615, usercpu_time_millis_testing: 17.9, usercpu_time_millis_training: 745.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9601, kappa: 0.902, kb_relative_information_score: 27928.1239, mean_absolute_error: 0.084, 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: 0.2059, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.3946, scimark_benchmark: 1249.688, usercpu_time_millis: 2044.678, usercpu_time_millis_testing: 79.942, usercpu_time_millis_training: 1964.736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9689, kappa: 0.9236, kb_relative_information_score: 29445.1526, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9689, predictive_accuracy: 0.969, prior_entropy: 0.863, recall: 0.969, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.3465, scimark_benchmark: 1252.2876, usercpu_time_millis: 944.916, usercpu_time_millis_testing: 36.354, usercpu_time_millis_training: 908.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.928, kappa: 0.8205, kb_relative_information_score: 23424.0591, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9296, predictive_accuracy: 0.9295, prior_entropy: 0.863, recall: 0.9295, relative_absolute_error: 0.3485, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.512, scimark_benchmark: 1289.2369, usercpu_time_millis: 173.937, usercpu_time_millis_testing: 10.095, usercpu_time_millis_training: 163.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.949, kappa: 0.8736, kb_relative_information_score: 23987.404, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9496, predictive_accuracy: 0.9497, prior_entropy: 0.863, recall: 0.9497, relative_absolute_error: 0.342, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.215, root_relative_squared_error: 0.476, scimark_benchmark: 1305.8427, usercpu_time_millis: 510.417, usercpu_time_millis_testing: 34.063, usercpu_time_millis_training: 476.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9505, kappa: 0.8779, kb_relative_information_score: 26227.3791, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9506, predictive_accuracy: 0.9509, prior_entropy: 0.863, recall: 0.9509, relative_absolute_error: 0.2596, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4409, scimark_benchmark: 1270.376, usercpu_time_millis: 2731.252, usercpu_time_millis_testing: 82.098, usercpu_time_millis_training: 2649.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9227, kappa: 0.8055, kb_relative_information_score: 18433.3156, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9282, predictive_accuracy: 0.9254, prior_entropy: 0.863, recall: 0.9254, relative_absolute_error: 0.5254, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2706, root_relative_squared_error: 0.5991, scimark_benchmark: 1324.9732, usercpu_time_millis: 790.4, usercpu_time_millis_testing: 68.009, usercpu_time_millis_training: 722.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9475, kappa: 0.8701, kb_relative_information_score: 25621.3541, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9478, predictive_accuracy: 0.948, prior_entropy: 0.863, recall: 0.948, relative_absolute_error: 0.2805, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.4536, scimark_benchmark: 1327.2874, usercpu_time_millis: 1823.487, usercpu_time_millis_testing: 61.328, usercpu_time_millis_training: 1762.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.935, kappa: 0.8382, kb_relative_information_score: 20803.8542, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.936, predictive_accuracy: 0.9361, prior_entropy: 0.863, recall: 0.9361, relative_absolute_error: 0.4389, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.5527, scimark_benchmark: 1305.8905, usercpu_time_millis: 484.415, usercpu_time_millis_testing: 39.512, usercpu_time_millis_training: 444.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9436, kappa: 0.8602, kb_relative_information_score: 24087.4476, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9441, predictive_accuracy: 0.9443, prior_entropy: 0.863, recall: 0.9443, relative_absolute_error: 0.3326, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.4844, scimark_benchmark: 1260.6103, usercpu_time_millis: 175.726, usercpu_time_millis_testing: 8.739, usercpu_time_millis_training: 166.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9517, kappa: 0.8805, kb_relative_information_score: 24524.1811, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9523, predictive_accuracy: 0.9523, prior_entropy: 0.863, recall: 0.9523, relative_absolute_error: 0.325, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.209, root_relative_squared_error: 0.4627, scimark_benchmark: 1313.1279, usercpu_time_millis: 635.272, usercpu_time_millis_testing: 38.791, usercpu_time_millis_training: 596.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.944, kappa: 0.862, kb_relative_information_score: 26215.4326, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.944, predictive_accuracy: 0.9444, prior_entropy: 0.863, recall: 0.9444, relative_absolute_error: 0.2523, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.458, scimark_benchmark: 1264.6133, usercpu_time_millis: 481.803, usercpu_time_millis_testing: 14.895, usercpu_time_millis_training: 466.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9122, kappa: 0.7784, kb_relative_information_score: 17500.5405, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9193, predictive_accuracy: 0.9158, prior_entropy: 0.863, recall: 0.9158, relative_absolute_error: 0.5494, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.6217, scimark_benchmark: 1323.8591, usercpu_time_millis: 969.834, usercpu_time_millis_testing: 72.526, usercpu_time_millis_training: 897.308,
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: 0.9594, kappa: 0.9002, kb_relative_information_score: 28255.4164, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9593, predictive_accuracy: 0.9594, prior_entropy: 0.863, recall: 0.9594, relative_absolute_error: 0.1914, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.3955, scimark_benchmark: 1310.5387, usercpu_time_millis: 6760.724, usercpu_time_millis_testing: 100.287, usercpu_time_millis_training: 6660.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9684, kappa: 0.9223, kb_relative_information_score: 29692.764, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9683, predictive_accuracy: 0.9684, prior_entropy: 0.863, recall: 0.9684, relative_absolute_error: 0.1483, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1566, root_relative_squared_error: 0.3467, scimark_benchmark: 1273.1152, usercpu_time_millis: 614.354, usercpu_time_millis_testing: 12.517, usercpu_time_millis_training: 601.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9533, kappa: 0.8854, kb_relative_information_score: 27302.2998, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9532, predictive_accuracy: 0.9534, prior_entropy: 0.863, recall: 0.9534, relative_absolute_error: 0.2196, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.4266, scimark_benchmark: 1270.9432, usercpu_time_millis: 3404.316, usercpu_time_millis_testing: 46.981, usercpu_time_millis_training: 3357.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9356, kappa: 0.8401, kb_relative_information_score: 24262.6958, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9363, predictive_accuracy: 0.9366, prior_entropy: 0.863, recall: 0.9366, relative_absolute_error: 0.3215, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.493, scimark_benchmark: 1276.4205, usercpu_time_millis: 116.28, usercpu_time_millis_testing: 8.305, usercpu_time_millis_training: 107.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9665, kappa: 0.9176, kb_relative_information_score: 28969.9302, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9664, predictive_accuracy: 0.9665, prior_entropy: 0.863, recall: 0.9665, relative_absolute_error: 0.1734, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3627, scimark_benchmark: 1242.9029, usercpu_time_millis: 172.655, usercpu_time_millis_testing: 9.726, usercpu_time_millis_training: 162.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9587, kappa: 0.8985, kb_relative_information_score: 27797.2538, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9587, predictive_accuracy: 0.9589, prior_entropy: 0.863, recall: 0.9589, relative_absolute_error: 0.2084, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.4022, scimark_benchmark: 1301.9354, usercpu_time_millis: 720.064, usercpu_time_millis_testing: 26.223, usercpu_time_millis_training: 693.841,

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

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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