OpenML
Supervised Classification on letter

Supervised Classification on letter

Task 3840 Supervised Classification letter 434 runs submitted
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  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.9859, kappa: 0.8145, kb_relative_information_score: 12185.093, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9857, predictive_accuracy: 0.9862, prior_entropy: 0.2455, recall: 0.9862, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.5528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9922, kappa: 0.898, kb_relative_information_score: 16324.8478, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9921, predictive_accuracy: 0.9923, prior_entropy: 0.2455, recall: 0.9923, relative_absolute_error: 0.1166, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0795, root_relative_squared_error: 0.4026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9961, kappa: 0.949, kb_relative_information_score: 15630.6044, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9961, predictive_accuracy: 0.9962, prior_entropy: 0.2455, recall: 0.9962, relative_absolute_error: 0.1133, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0573, root_relative_squared_error: 0.2902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9928, kappa: 0.9074, kb_relative_information_score: 17016.4926, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.2455, recall: 0.9928, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0807, root_relative_squared_error: 0.4084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9864, kappa: 0.8124, kb_relative_information_score: 10168.935, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9874, predictive_accuracy: 0.9874, prior_entropy: 0.2455, recall: 0.9874, relative_absolute_error: 0.3198, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.4984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9985, kappa: 0.9814, kb_relative_information_score: 19339.4795, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9985, predictive_accuracy: 0.9986, prior_entropy: 0.2455, recall: 0.9986, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9977, kappa: 0.9705, kb_relative_information_score: 19173.3422, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9977, predictive_accuracy: 0.9978, prior_entropy: 0.2455, recall: 0.9978, relative_absolute_error: 0.0282, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0452, root_relative_squared_error: 0.2291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9773, kappa: 0.7044, kb_relative_information_score: 6318.5443, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.977, predictive_accuracy: 0.9776, prior_entropy: 0.2455, recall: 0.9776, relative_absolute_error: 0.393, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.6759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9974, kappa: 0.9663, kb_relative_information_score: 18227.5198, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.2455, recall: 0.9974, relative_absolute_error: 0.0547, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0407, root_relative_squared_error: 0.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9807, kappa: 0.7319, kb_relative_information_score: 4018.9994, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9815, predictive_accuracy: 0.9824, prior_entropy: 0.2455, recall: 0.9824, relative_absolute_error: 0.4706, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1221, root_relative_squared_error: 0.6182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.9506, kappa: 0.2981, kb_relative_information_score: -6103.8353, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9471, predictive_accuracy: 0.9563, prior_entropy: 0.2455, recall: 0.9563, relative_absolute_error: 0.759, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.9401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9983, kappa: 0.9779, kb_relative_information_score: 18115.2957, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 0.2455, recall: 0.9983, relative_absolute_error: 0.0491, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0382, root_relative_squared_error: 0.1932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.9394, kb_relative_information_score: -39.8507, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1975, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6684, f_measure: 0.9646, kappa: 0.4619, kb_relative_information_score: 9334.5498, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.972, predictive_accuracy: 0.9718, prior_entropy: 0.2455, recall: 0.9718, relative_absolute_error: 0.3626, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9957, kappa: 0.9442, kb_relative_information_score: 15847.2775, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9957, predictive_accuracy: 0.9958, prior_entropy: 0.2455, recall: 0.9958, relative_absolute_error: 0.1128, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.2906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9871, kappa: 0.8228, kb_relative_information_score: 9219.6134, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9882, predictive_accuracy: 0.9881, prior_entropy: 0.2455, recall: 0.9881, relative_absolute_error: 0.3615, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.4805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.9394, kb_relative_information_score: -39.8507, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1975, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9821, kappa: 0.7631, kb_relative_information_score: 7759.7888, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9819, predictive_accuracy: 0.9827, prior_entropy: 0.2455, recall: 0.9827, relative_absolute_error: 0.3192, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1179, root_relative_squared_error: 0.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9982, kappa: 0.9775, kb_relative_information_score: 18701.4525, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9982, predictive_accuracy: 0.9983, prior_entropy: 0.2455, recall: 0.9983, relative_absolute_error: 0.0368, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.1907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.9394, kb_relative_information_score: 5.1462, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1975, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.9672, kappa: 0.5575, kb_relative_information_score: 1345.9597, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9661, predictive_accuracy: 0.9689, prior_entropy: 0.2455, recall: 0.9689, relative_absolute_error: 0.5277, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.7481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9952, kappa: 0.9377, kb_relative_information_score: 17788.4535, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9952, predictive_accuracy: 0.9952, prior_entropy: 0.2455, recall: 0.9952, relative_absolute_error: 0.0802, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0677, root_relative_squared_error: 0.3429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.9722, kappa: 0.6345, kb_relative_information_score: 888.9158, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9716, predictive_accuracy: 0.9729, prior_entropy: 0.2455, recall: 0.9729, relative_absolute_error: 0.519, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.7287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6297, f_measure: 0.9612, kappa: 0.4012, kb_relative_information_score: 8470.2614, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9704, predictive_accuracy: 0.9698, prior_entropy: 0.2455, recall: 0.9698, relative_absolute_error: 0.387, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9715, kappa: 0.601, kb_relative_information_score: -3452.9046, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9714, predictive_accuracy: 0.9743, prior_entropy: 0.2455, recall: 0.9743, relative_absolute_error: 0.5313, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1404, root_relative_squared_error: 0.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9963, kappa: 0.952, kb_relative_information_score: 16318.8643, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.2455, recall: 0.9964, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0525, root_relative_squared_error: 0.2657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.9708, kappa: 0.6125, kb_relative_information_score: 791.0998, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9701, predictive_accuracy: 0.9718, prior_entropy: 0.2455, recall: 0.9718, relative_absolute_error: 0.5271, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.7355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9394, kb_relative_information_score: 4486.5698, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.5209, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.2016, root_relative_squared_error: 1.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9394, kb_relative_information_score: 4486.5698, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.5209, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.2016, root_relative_squared_error: 1.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9804, kappa: 0.7419, kb_relative_information_score: 8935.495, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.98, predictive_accuracy: 0.9809, prior_entropy: 0.2455, recall: 0.9809, relative_absolute_error: 0.3076, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.6345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9952, kappa: 0.9377, kb_relative_information_score: 17788.4535, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9952, predictive_accuracy: 0.9952, prior_entropy: 0.2455, recall: 0.9952, relative_absolute_error: 0.0802, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0677, root_relative_squared_error: 0.3429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.9722, kappa: 0.6345, kb_relative_information_score: 888.9158, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9716, predictive_accuracy: 0.9729, prior_entropy: 0.2455, recall: 0.9729, relative_absolute_error: 0.519, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.7287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.9928, kappa: 0.9084, kb_relative_information_score: 17238.1949, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9929, predictive_accuracy: 0.9928, prior_entropy: 0.2455, recall: 0.9928, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.4297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9953, kappa: 0.9408, kb_relative_information_score: 18191.2311, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9954, predictive_accuracy: 0.9953, prior_entropy: 0.2455, recall: 0.9953, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.3472, scimark_benchmark: 1280.301, usercpu_time_millis: 5359.375, usercpu_time_millis_testing: 531.25, usercpu_time_millis_training: 4828.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7338, f_measure: 0.9737, kappa: 0.6174, kb_relative_information_score: 11367.4916, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9768, predictive_accuracy: 0.9774, prior_entropy: 0.2455, recall: 0.9774, relative_absolute_error: 0.2896, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.7613, scimark_benchmark: 1280.301, usercpu_time_millis: 17781.25, usercpu_time_millis_testing: 1625, usercpu_time_millis_training: 16156.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.998, kappa: 0.9739, kb_relative_information_score: 19220.5103, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.2455, recall: 0.998, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.2265, scimark_benchmark: 1461.2356, usercpu_time_millis: 26093.75, usercpu_time_millis_testing: 4953.125, usercpu_time_millis_training: 21140.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9394, kb_relative_information_score: 4486.5698, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.5209, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.2016, root_relative_squared_error: 1.021, scimark_benchmark: 1461.2356, usercpu_time_millis: 9375, usercpu_time_millis_testing: 3031.25, usercpu_time_millis_training: 6343.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.9813, kappa: 0.743, kb_relative_information_score: 11156.7852, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9816, predictive_accuracy: 0.9826, prior_entropy: 0.2455, recall: 0.9826, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.6503, scimark_benchmark: 1787.9841, usercpu_time_millis: 74781.25, usercpu_time_millis_testing: 46.875, usercpu_time_millis_training: 74734.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.9813, kappa: 0.743, kb_relative_information_score: 11156.7852, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9816, predictive_accuracy: 0.9826, prior_entropy: 0.2455, recall: 0.9826, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.6503, scimark_benchmark: 1370.2403, usercpu_time_millis: 89170, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 89140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9394, kb_relative_information_score: 4486.5698, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.5209, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.2016, root_relative_squared_error: 1.021, scimark_benchmark: 1626.7213, usercpu_time_millis: 14930, usercpu_time_millis_testing: 2930, usercpu_time_millis_training: 12000,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.998, kappa: 0.9739, kb_relative_information_score: 19220.5103, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.2455, recall: 0.998, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.2265, scimark_benchmark: 1390.8346, usercpu_time_millis: 36170, usercpu_time_millis_testing: 6260, usercpu_time_millis_training: 29910,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9953, kappa: 0.9408, kb_relative_information_score: 18191.2311, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9954, predictive_accuracy: 0.9953, prior_entropy: 0.2455, recall: 0.9953, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.3472, scimark_benchmark: 1385.9396, usercpu_time_millis: 10860, usercpu_time_millis_testing: 800, usercpu_time_millis_training: 10060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.9813, kappa: 0.7403, kb_relative_information_score: 11935.5112, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.982, predictive_accuracy: 0.9828, prior_entropy: 0.2455, recall: 0.9828, relative_absolute_error: 0.2544, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.6357, scimark_benchmark: 1671.2677, usercpu_time_millis: 70812.5, usercpu_time_millis_testing: 46.875, usercpu_time_millis_training: 70765.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7338, f_measure: 0.9737, kappa: 0.6174, kb_relative_information_score: 11367.4916, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9768, predictive_accuracy: 0.9774, prior_entropy: 0.2455, recall: 0.9774, relative_absolute_error: 0.2896, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.7613, scimark_benchmark: 1537.8878, usercpu_time_millis: 27760, usercpu_time_millis_testing: 1900, usercpu_time_millis_training: 25860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9954, kappa: 0.9397, kb_relative_information_score: 17930.3459, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9953, predictive_accuracy: 0.9954, prior_entropy: 0.2455, recall: 0.9954, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0642, root_relative_squared_error: 0.3249, scimark_benchmark: 1379.5241, usercpu_time_millis: 44560, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 44490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.9815, kappa: 0.7423, kb_relative_information_score: 11533.3794, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9825, predictive_accuracy: 0.9831, prior_entropy: 0.2455, recall: 0.9831, relative_absolute_error: 0.2639, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.6338, scimark_benchmark: 1060.9535, usercpu_time_millis: 8312.5, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 8281.25,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.9722, kappa: 0.6345, kb_relative_information_score: 888.9158, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9716, predictive_accuracy: 0.9729, prior_entropy: 0.2455, recall: 0.9729, relative_absolute_error: 0.519, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.7287, scimark_benchmark: 1355.6221, usercpu_time_millis: 460, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8546, f_measure: 0.9809, kappa: 0.7356, kb_relative_information_score: 11341.2154, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9817, predictive_accuracy: 0.9826, prior_entropy: 0.2455, recall: 0.9826, relative_absolute_error: 0.4108, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1261, root_relative_squared_error: 0.6386, scimark_benchmark: 1285.4684, usercpu_time_millis: 10070, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10030,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9738, kappa: 0.6309, kb_relative_information_score: 1536.4964, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9744, predictive_accuracy: 0.9766, prior_entropy: 0.2455, recall: 0.9766, relative_absolute_error: 0.4867, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.6927, scimark_benchmark: 1513.7925, usercpu_time_millis: 1160, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 1120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9987, kappa: 0.9839, kb_relative_information_score: 19462.6917, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9987, predictive_accuracy: 0.9988, prior_entropy: 0.2455, recall: 0.9988, relative_absolute_error: 0.0173, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0352, root_relative_squared_error: 0.1784, scimark_benchmark: 1329.6694, usercpu_time_millis: 29490, usercpu_time_millis_testing: 29390, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9833, kappa: 0.7733, kb_relative_information_score: 8718.6925, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9836, predictive_accuracy: 0.9844, prior_entropy: 0.2455, recall: 0.9844, relative_absolute_error: 0.3546, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.113, root_relative_squared_error: 0.5724, scimark_benchmark: 1319.0368, usercpu_time_millis: 6510, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 6470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.9939, kappa: 0.9215, kb_relative_information_score: 17453.9104, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9939, predictive_accuracy: 0.9939, prior_entropy: 0.2455, recall: 0.9939, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.3777, scimark_benchmark: 886.5832, usercpu_time_millis: 12320, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 12300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6536, f_measure: 0.9644, kappa: 0.4576, kb_relative_information_score: 9156.4475, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9718, predictive_accuracy: 0.9716, prior_entropy: 0.2455, recall: 0.9716, relative_absolute_error: 0.3639, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.8534, scimark_benchmark: 1618.1738, usercpu_time_millis: 734.375, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 718.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7258, f_measure: 0.9728, kappa: 0.6029, kb_relative_information_score: 11138.7629, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9762, predictive_accuracy: 0.9768, prior_entropy: 0.2455, recall: 0.9768, relative_absolute_error: 0.2973, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.7713, scimark_benchmark: 1618.1738, usercpu_time_millis: 1187.5, usercpu_time_millis_training: 1187.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9915, kappa: 0.8896, kb_relative_information_score: 14833.9412, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9914, predictive_accuracy: 0.9916, prior_entropy: 0.2455, recall: 0.9916, relative_absolute_error: 0.1569, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.4326, scimark_benchmark: 1925.3565, usercpu_time_millis: 437.5, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 406.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9967, kappa: 0.9576, kb_relative_information_score: 16487.3557, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9968, predictive_accuracy: 0.9968, prior_entropy: 0.2455, recall: 0.9968, relative_absolute_error: 0.1184, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2571, scimark_benchmark: 1925.3565, usercpu_time_millis: 5500, usercpu_time_millis_testing: 359.375, usercpu_time_millis_training: 5140.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.9859, kappa: 0.8145, kb_relative_information_score: 12185.093, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9857, predictive_accuracy: 0.9862, prior_entropy: 0.2455, recall: 0.9862, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.5528, scimark_benchmark: 1925.3565, usercpu_time_millis: 437.5, usercpu_time_millis_testing: 62.5, usercpu_time_millis_training: 375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9951, kappa: 0.9371, kb_relative_information_score: 17734.5549, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9951, predictive_accuracy: 0.9952, prior_entropy: 0.2455, recall: 0.9952, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0682, root_relative_squared_error: 0.3451, scimark_benchmark: 1925.3565, usercpu_time_millis: 421.875, usercpu_time_millis_training: 421.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.9722, kappa: 0.6345, kb_relative_information_score: 888.9158, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9716, predictive_accuracy: 0.9729, prior_entropy: 0.2455, recall: 0.9729, relative_absolute_error: 0.519, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.7287, scimark_benchmark: 1925.3565, usercpu_time_millis: 218.75, usercpu_time_millis_testing: 93.75, usercpu_time_millis_training: 125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.653, f_measure: 0.9643, kappa: 0.4562, kb_relative_information_score: 9137.3867, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9718, predictive_accuracy: 0.9716, prior_entropy: 0.2455, recall: 0.9716, relative_absolute_error: 0.3646, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.8541, scimark_benchmark: 1925.3565, usercpu_time_millis: 656.25, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 640.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7258, f_measure: 0.9728, kappa: 0.6029, kb_relative_information_score: 11138.7629, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9762, predictive_accuracy: 0.9768, prior_entropy: 0.2455, recall: 0.9768, relative_absolute_error: 0.2973, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.7713, scimark_benchmark: 1925.3565, usercpu_time_millis: 921.875, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 906.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8546, f_measure: 0.9809, kappa: 0.7356, kb_relative_information_score: 11341.2155, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9817, predictive_accuracy: 0.9826, prior_entropy: 0.2455, recall: 0.9826, relative_absolute_error: 0.4108, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1261, root_relative_squared_error: 0.6386, scimark_benchmark: 1925.3565, usercpu_time_millis: 6546.875, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 6531.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9738, kappa: 0.6309, kb_relative_information_score: 1536.4964, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9744, predictive_accuracy: 0.9766, prior_entropy: 0.2455, recall: 0.9766, relative_absolute_error: 0.4867, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.6927, scimark_benchmark: 1925.3565, usercpu_time_millis: 593.75, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 578.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9987, kappa: 0.9839, kb_relative_information_score: 19462.691, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9987, predictive_accuracy: 0.9988, prior_entropy: 0.2455, recall: 0.9988, relative_absolute_error: 0.0173, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0352, root_relative_squared_error: 0.1784, scimark_benchmark: 1925.3565, usercpu_time_millis: 18359.375, usercpu_time_millis_testing: 18265.625, usercpu_time_millis_training: 93.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9833, kappa: 0.7733, kb_relative_information_score: 8718.6925, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9836, predictive_accuracy: 0.9844, prior_entropy: 0.2455, recall: 0.9844, relative_absolute_error: 0.3546, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.113, root_relative_squared_error: 0.5724, scimark_benchmark: 1892.0925, usercpu_time_millis: 9281.25, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 9250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.9939, kappa: 0.9221, kb_relative_information_score: 17436.1591, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9939, predictive_accuracy: 0.9939, prior_entropy: 0.2455, recall: 0.9939, relative_absolute_error: 0.1018, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.3772, scimark_benchmark: 1892.0925, usercpu_time_millis: 4671.875, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 4656.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9916, kappa: 0.8906, kb_relative_information_score: 15132.2168, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9915, predictive_accuracy: 0.9917, prior_entropy: 0.2455, recall: 0.9917, relative_absolute_error: 0.1532, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.429, scimark_benchmark: 1892.0925, usercpu_time_millis: 296.875, usercpu_time_millis_training: 296.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9971, kappa: 0.9617, kb_relative_information_score: 16514.4928, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.2455, recall: 0.9971, relative_absolute_error: 0.1174, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0506, root_relative_squared_error: 0.2562, scimark_benchmark: 1892.0925, usercpu_time_millis: 5312.5, usercpu_time_millis_testing: 468.75, usercpu_time_millis_training: 4843.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.9859, kappa: 0.8145, kb_relative_information_score: 12185.093, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9857, predictive_accuracy: 0.9862, prior_entropy: 0.2455, recall: 0.9862, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.5528, scimark_benchmark: 1892.0925, usercpu_time_millis: 500, usercpu_time_millis_testing: 62.5, usercpu_time_millis_training: 437.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9951, kappa: 0.937, kb_relative_information_score: 17741.1242, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9951, predictive_accuracy: 0.9952, prior_entropy: 0.2455, recall: 0.9952, relative_absolute_error: 0.0816, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.068, root_relative_squared_error: 0.3444, scimark_benchmark: 1892.0925, usercpu_time_millis: 453.125, usercpu_time_millis_training: 453.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9738, kappa: 0.6309, kb_relative_information_score: 1536.4964, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9744, predictive_accuracy: 0.9766, prior_entropy: 0.2455, recall: 0.9766, relative_absolute_error: 0.4867, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.6927, scimark_benchmark: 1834.908, usercpu_time_millis: 546.875, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 515.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9928, kappa: 0.9074, kb_relative_information_score: 17016.4926, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.2455, recall: 0.9928, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0807, root_relative_squared_error: 0.4084, scimark_benchmark: 1834.908, usercpu_time_millis: 4812.5, usercpu_time_millis_training: 4812.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8546, f_measure: 0.9809, kappa: 0.7356, kb_relative_information_score: 11341.2156, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9817, predictive_accuracy: 0.9826, prior_entropy: 0.2455, recall: 0.9826, relative_absolute_error: 0.4108, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1261, root_relative_squared_error: 0.6386, scimark_benchmark: 1834.908, usercpu_time_millis: 6296.875, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 6281.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9833, kappa: 0.7733, kb_relative_information_score: 8718.6925, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9836, predictive_accuracy: 0.9844, prior_entropy: 0.2455, recall: 0.9844, relative_absolute_error: 0.3546, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.113, root_relative_squared_error: 0.5724, scimark_benchmark: 1834.908, usercpu_time_millis: 5265.625, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 5234.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9833, kappa: 0.7733, kb_relative_information_score: 8718.6925, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9836, predictive_accuracy: 0.9844, prior_entropy: 0.2455, recall: 0.9844, relative_absolute_error: 0.3546, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.113, root_relative_squared_error: 0.5724, scimark_benchmark: 1788.6668, usercpu_time_millis: 10937.5, usercpu_time_millis_testing: 62.5, usercpu_time_millis_training: 10875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9674, kappa: 0.5194, kb_relative_information_score: -3981.8098, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9704, predictive_accuracy: 0.9727, prior_entropy: 0.2455, recall: 0.9727, relative_absolute_error: 0.6211, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1513, root_relative_squared_error: 0.7664, scimark_benchmark: 1788.6668, usercpu_time_millis: 3000, usercpu_time_millis_testing: 62.5, usercpu_time_millis_training: 2937.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.9854, kappa: 0.8085, kb_relative_information_score: 13439.5363, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9853, predictive_accuracy: 0.9858, prior_entropy: 0.2455, recall: 0.9858, relative_absolute_error: 0.3032, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.5715, scimark_benchmark: 1788.6668, usercpu_time_millis: 1687.5, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 1671.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6383, f_measure: 0.9605, kappa: 0.3884, kb_relative_information_score: 4514.9128, mean_absolute_error: 0.0611, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9698, predictive_accuracy: 0.9694, prior_entropy: 0.2455, recall: 0.9694, relative_absolute_error: 0.7835, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.8721, scimark_benchmark: 1788.6668, usercpu_time_millis: 4359.375, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 4343.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.9588, kappa: 0.3575, kb_relative_information_score: -9623.0598, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9693, predictive_accuracy: 0.9685, prior_entropy: 0.2455, recall: 0.9685, relative_absolute_error: 0.7967, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.8949, scimark_benchmark: 1788.6668, usercpu_time_millis: 421.875, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 406.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9394, kb_relative_information_score: 4486.5698, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.5209, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.2016, root_relative_squared_error: 1.021, scimark_benchmark: 1788.6668, usercpu_time_millis: 312.5, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 296.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.653, f_measure: 0.9643, kappa: 0.4562, kb_relative_information_score: 9137.3867, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9718, predictive_accuracy: 0.9716, prior_entropy: 0.2455, recall: 0.9716, relative_absolute_error: 0.3646, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.8541, scimark_benchmark: 1224.6465, usercpu_time_millis: 600, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9928, kappa: 0.9074, kb_relative_information_score: 17016.4926, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.2455, recall: 0.9928, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0807, root_relative_squared_error: 0.4084, scimark_benchmark: 784.7355, usercpu_time_millis: 16230, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 16210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9858, kappa: 0.8101, kb_relative_information_score: 9993.1153, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9857, predictive_accuracy: 0.9864, prior_entropy: 0.2455, recall: 0.9864, relative_absolute_error: 0.2619, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1031, root_relative_squared_error: 0.5219, scimark_benchmark: 1447.2612, usercpu_time_millis: 25406.25, usercpu_time_millis_testing: 25125, usercpu_time_millis_training: 281.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9873, kappa: 0.8328, kb_relative_information_score: 11868.9502, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9871, predictive_accuracy: 0.9876, prior_entropy: 0.2455, recall: 0.9876, relative_absolute_error: 0.2233, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.5093, scimark_benchmark: 1840.6094, usercpu_time_millis: 23156.25, usercpu_time_millis_testing: 22781.25, usercpu_time_millis_training: 375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9981, kappa: 0.9752, kb_relative_information_score: 19169.946, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9981, predictive_accuracy: 0.9981, prior_entropy: 0.2455, recall: 0.9981, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0351, root_relative_squared_error: 0.1779, scimark_benchmark: 1840.6094, usercpu_time_millis: 24703.125, usercpu_time_millis_testing: 24703.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9978, kappa: 0.9715, kb_relative_information_score: 17186.3148, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.2455, recall: 0.9978, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0434, root_relative_squared_error: 0.2196, scimark_benchmark: 1873.1108, usercpu_time_millis: 36203.125, usercpu_time_millis_testing: 36203.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9872, kappa: 0.8304, kb_relative_information_score: 10814.0302, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9872, predictive_accuracy: 0.9877, prior_entropy: 0.2455, recall: 0.9877, relative_absolute_error: 0.2408, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.5079, scimark_benchmark: 1873.1108, usercpu_time_millis: 16906.25, usercpu_time_millis_testing: 16718.75, usercpu_time_millis_training: 187.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9986, kappa: 0.9819, kb_relative_information_score: 18362.2287, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 0.2455, recall: 0.9986, relative_absolute_error: 0.0414, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0367, root_relative_squared_error: 0.1859, scimark_benchmark: 1873.1108, usercpu_time_millis: 54828.125, usercpu_time_millis_testing: 54828.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.9909, kappa: 0.8777, kb_relative_information_score: 16647.3124, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9911, predictive_accuracy: 0.9913, prior_entropy: 0.2455, recall: 0.9913, relative_absolute_error: 0.1121, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.4737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.9971, kappa: 0.9618, kb_relative_information_score: 18877.4172, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.2455, recall: 0.9971, relative_absolute_error: 0.0372, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.2727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9394, kb_relative_information_score: 4486.5698, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.5209, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.2016, root_relative_squared_error: 1.021, scimark_benchmark: 1870.7932, usercpu_time_millis: 608.4039, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 592.8038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7258, f_measure: 0.9728, kappa: 0.6029, kb_relative_information_score: 11138.7629, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9762, predictive_accuracy: 0.9768, prior_entropy: 0.2455, recall: 0.9768, relative_absolute_error: 0.2973, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.7713, scimark_benchmark: 1870.7932, usercpu_time_millis: 748.8048, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 733.2047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9852, kappa: 0.8049, kb_relative_information_score: 11164.1241, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9851, predictive_accuracy: 0.9857, prior_entropy: 0.2455, recall: 0.9857, relative_absolute_error: 0.2875, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.5632, scimark_benchmark: 1870.7932, usercpu_time_millis: 156.001, usercpu_time_millis_training: 156.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9915, kappa: 0.8892, kb_relative_information_score: 14700.611, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9914, predictive_accuracy: 0.9916, prior_entropy: 0.2455, recall: 0.9916, relative_absolute_error: 0.1634, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.4344, scimark_benchmark: 1870.7932, usercpu_time_millis: 109.2007, usercpu_time_millis_training: 109.2007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, f_measure: 0.9771, kappa: 0.689, kb_relative_information_score: 3938.0377, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9767, predictive_accuracy: 0.9784, prior_entropy: 0.2455, recall: 0.9784, relative_absolute_error: 0.4677, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.7063, scimark_benchmark: 1870.7932, usercpu_time_millis: 218.4014, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 202.8013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.9859, kappa: 0.8145, kb_relative_information_score: 12185.093, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9857, predictive_accuracy: 0.9862, prior_entropy: 0.2455, recall: 0.9862, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.5528, scimark_benchmark: 1870.7932, usercpu_time_millis: 265.2017, usercpu_time_millis_testing: 62.4004, usercpu_time_millis_training: 202.8013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.9958, kappa: 0.9456, kb_relative_information_score: 18419.9598, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.2455, recall: 0.9959, relative_absolute_error: 0.0525, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.064, root_relative_squared_error: 0.3242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9394, kb_relative_information_score: 4486.5698, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.5209, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.2016, root_relative_squared_error: 1.021,

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