Task
Supervised Classification on musk

Supervised Classification on musk

Task 3950 Supervised Classification musk 66544 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_1 study_15 study_20 under100k
Issue #Downvotes for this reason By


Metric:

66544 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9669, kappa: 0.8712, kb_relative_information_score: 5285.621, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9669, predictive_accuracy: 0.9674, prior_entropy: 0.6204, recall: 0.9674, relative_absolute_error: 0.1942, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.4444, scimark_benchmark: 1208.3627, usercpu_time_millis: 714.561, usercpu_time_millis_testing: 7.207, usercpu_time_millis_training: 707.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6547.7532, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0231, root_relative_squared_error: 0.064, scimark_benchmark: 1220.1791, usercpu_time_millis: 245.159, usercpu_time_millis_testing: 1.518, usercpu_time_millis_training: 243.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6570.8342, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0036, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0253, root_relative_squared_error: 0.07, scimark_benchmark: 1265.2535, usercpu_time_millis: 102.469, usercpu_time_millis_testing: 3.281, usercpu_time_millis_training: 99.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9692, kappa: 0.8799, kb_relative_information_score: 5443.0233, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9692, predictive_accuracy: 0.9697, prior_entropy: 0.6204, recall: 0.9697, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4127, scimark_benchmark: 1211.1065, usercpu_time_millis: 624.567, usercpu_time_millis_testing: 5.021, usercpu_time_millis_training: 619.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6573.4513, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.003, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0245, root_relative_squared_error: 0.0679, scimark_benchmark: 1217.2379, usercpu_time_millis: 574.212, usercpu_time_millis_testing: 7.151, usercpu_time_millis_training: 567.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.2179, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0004, scimark_benchmark: 1277.7714, usercpu_time_millis: 68.48, usercpu_time_millis_testing: 1.68, usercpu_time_millis_training: 66.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6375.6419, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0531, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0282, root_relative_squared_error: 0.078, scimark_benchmark: 1278.4412, usercpu_time_millis: 77.914, usercpu_time_millis_testing: 3.133, usercpu_time_millis_training: 74.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6570.7811, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0036, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0255, root_relative_squared_error: 0.0707, scimark_benchmark: 1260.5646, usercpu_time_millis: 295.006, usercpu_time_millis_testing: 7.583, usercpu_time_millis_training: 287.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.9763, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0006, root_relative_squared_error: 0.0017, scimark_benchmark: 1229.6079, usercpu_time_millis: 559.49, usercpu_time_millis_testing: 6.497, usercpu_time_millis_training: 552.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6590.7802, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0016, root_relative_squared_error: 0.0045, scimark_benchmark: 1260.8189, usercpu_time_millis: 352.589, usercpu_time_millis_testing: 5.53, usercpu_time_millis_training: 347.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6593.5282, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0015, root_relative_squared_error: 0.0041, scimark_benchmark: 1258.8372, usercpu_time_millis: 496.004, usercpu_time_millis_testing: 7.005, usercpu_time_millis_training: 488.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9923, kappa: 0.9703, kb_relative_information_score: 6265.8788, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 0.6204, recall: 0.9923, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0765, root_relative_squared_error: 0.2119, scimark_benchmark: 1281.7558, usercpu_time_millis: 283.242, usercpu_time_millis_testing: 2.451, usercpu_time_millis_training: 280.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9488, kappa: 0.8, kb_relative_information_score: 4702.9657, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9485, predictive_accuracy: 0.9498, prior_entropy: 0.6204, recall: 0.9498, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.5408, scimark_benchmark: 1286.9106, usercpu_time_millis: 617.724, usercpu_time_millis_testing: 7.143, usercpu_time_millis_training: 610.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9941, kappa: 0.9773, kb_relative_information_score: 6293.2248, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.6204, recall: 0.9941, relative_absolute_error: 0.0473, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0732, root_relative_squared_error: 0.2027, scimark_benchmark: 1268.4227, usercpu_time_millis: 285.958, usercpu_time_millis_testing: 2.319, usercpu_time_millis_training: 283.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9654, kappa: 0.8653, kb_relative_information_score: 5133.061, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9654, predictive_accuracy: 0.9661, prior_entropy: 0.6204, recall: 0.9661, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.4384, scimark_benchmark: 1230.0032, usercpu_time_millis: 372.427, usercpu_time_millis_testing: 2.552, usercpu_time_millis_training: 369.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9771, kappa: 0.9115, kb_relative_information_score: 5604.1318, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.977, predictive_accuracy: 0.9773, prior_entropy: 0.6204, recall: 0.9773, relative_absolute_error: 0.1462, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.3593, scimark_benchmark: 1281.2671, usercpu_time_millis: 322.091, usercpu_time_millis_testing: 2.26, usercpu_time_millis_training: 319.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1222.9725, usercpu_time_millis: 256.296, usercpu_time_millis_testing: 0.792, usercpu_time_millis_training: 255.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1270.3981, usercpu_time_millis: 249.257, usercpu_time_millis_testing: 0.762, usercpu_time_millis_training: 248.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9894, kappa: 0.9592, kb_relative_information_score: 6099.4818, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 0.6204, recall: 0.9894, relative_absolute_error: 0.0742, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.2559, scimark_benchmark: 1227.466, usercpu_time_millis: 344.501, usercpu_time_millis_testing: 2.624, usercpu_time_millis_training: 341.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1265.2657, usercpu_time_millis: 248.377, usercpu_time_millis_testing: 0.736, usercpu_time_millis_training: 247.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9651, kappa: 0.8641, kb_relative_information_score: 5173.5325, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.965, predictive_accuracy: 0.9656, prior_entropy: 0.6204, recall: 0.9656, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.4618, scimark_benchmark: 1267.5154, usercpu_time_millis: 669.052, usercpu_time_millis_testing: 8.399, usercpu_time_millis_training: 660.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6939, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1242.7493, usercpu_time_millis: 263.225, usercpu_time_millis_testing: 0.864, usercpu_time_millis_training: 262.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.9194, kappa: 0.6728, kb_relative_information_score: 3497.0435, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9216, predictive_accuracy: 0.9248, prior_entropy: 0.6204, recall: 0.9248, relative_absolute_error: 0.4414, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.245, root_relative_squared_error: 0.6786, scimark_benchmark: 1214.4986, usercpu_time_millis: 663.671, usercpu_time_millis_testing: 6.298, usercpu_time_millis_training: 657.373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1257.8904, usercpu_time_millis: 261.226, usercpu_time_millis_testing: 0.808, usercpu_time_millis_training: 260.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9863, kappa: 0.9476, kb_relative_information_score: 5966.802, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9863, predictive_accuracy: 0.9864, prior_entropy: 0.6204, recall: 0.9864, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.104, root_relative_squared_error: 0.288, scimark_benchmark: 1231.8328, usercpu_time_millis: 329.921, usercpu_time_millis_testing: 2.328, usercpu_time_millis_training: 327.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9858, kappa: 0.9453, kb_relative_information_score: 6136.1723, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9858, predictive_accuracy: 0.9859, prior_entropy: 0.6204, recall: 0.9859, relative_absolute_error: 0.0703, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.094, root_relative_squared_error: 0.2603, scimark_benchmark: 1265.7987, usercpu_time_millis: 393.129, usercpu_time_millis_testing: 2.755, usercpu_time_millis_training: 390.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9967, kappa: 0.9873, kb_relative_information_score: 6411.5699, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 0.6204, recall: 0.9967, relative_absolute_error: 0.029, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0535, root_relative_squared_error: 0.148, scimark_benchmark: 1220.5312, usercpu_time_millis: 391.186, usercpu_time_millis_testing: 2.99, usercpu_time_millis_training: 388.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 6554.7592, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.0058, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0265, root_relative_squared_error: 0.0735, scimark_benchmark: 1271.1016, usercpu_time_millis: 215.97, usercpu_time_millis_testing: 0.835, usercpu_time_millis_training: 215.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1235.0536, usercpu_time_millis: 301.586, usercpu_time_millis_testing: 0.89, usercpu_time_millis_training: 300.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6547.7532, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0231, root_relative_squared_error: 0.064, scimark_benchmark: 1257.9175, usercpu_time_millis: 263.906, usercpu_time_millis_testing: 1.489, usercpu_time_millis_training: 262.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9983, kappa: 0.9936, kb_relative_information_score: 6522.855, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 0.6204, recall: 0.9983, relative_absolute_error: 0.0118, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0379, root_relative_squared_error: 0.105, scimark_benchmark: 1271.5337, usercpu_time_millis: 218.516, usercpu_time_millis_testing: 1.12, usercpu_time_millis_training: 217.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.9348, kappa: 0.7389, kb_relative_information_score: 4183.9505, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9359, predictive_accuracy: 0.938, prior_entropy: 0.6204, recall: 0.938, relative_absolute_error: 0.3446, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.5821, scimark_benchmark: 1221.4447, usercpu_time_millis: 478, usercpu_time_millis_testing: 3.086, usercpu_time_millis_training: 474.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 6537.3551, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.0093, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0249, root_relative_squared_error: 0.069, scimark_benchmark: 1266.3178, usercpu_time_millis: 289.458, usercpu_time_millis_testing: 2.61, usercpu_time_millis_training: 286.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9738, kappa: 0.898, kb_relative_information_score: 5601.8126, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9739, predictive_accuracy: 0.9742, prior_entropy: 0.6204, recall: 0.9742, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.3873, scimark_benchmark: 1265.0391, usercpu_time_millis: 599.743, usercpu_time_millis_testing: 6.51, usercpu_time_millis_training: 593.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6567.537, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0041, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0278, root_relative_squared_error: 0.0771, scimark_benchmark: 1220.7484, usercpu_time_millis: 209.53, usercpu_time_millis_testing: 7.188, usercpu_time_millis_training: 202.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.6492, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1283.8587, usercpu_time_millis: 541.669, usercpu_time_millis_testing: 7.602, usercpu_time_millis_training: 534.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6589.7054, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0062, root_relative_squared_error: 0.0172, scimark_benchmark: 1259.4167, usercpu_time_millis: 109.292, usercpu_time_millis_testing: 2.982, usercpu_time_millis_training: 106.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.0813, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0686, scimark_benchmark: 1215.679, usercpu_time_millis: 79.035, usercpu_time_millis_testing: 2.018, usercpu_time_millis_training: 77.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.6604, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0049, root_relative_squared_error: 0.0135, scimark_benchmark: 1273.9207, usercpu_time_millis: 51.825, usercpu_time_millis_testing: 1.937, usercpu_time_millis_training: 49.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6569.0389, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0041, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0675, scimark_benchmark: 1232.6596, usercpu_time_millis: 386.505, usercpu_time_millis_testing: 7.042, usercpu_time_millis_training: 379.463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6560.9936, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0061, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.024, root_relative_squared_error: 0.0664, scimark_benchmark: 1277.1262, usercpu_time_millis: 427.95, usercpu_time_millis_testing: 6.832, usercpu_time_millis_training: 421.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6583.7892, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0023, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0142, root_relative_squared_error: 0.0392, scimark_benchmark: 1224.3085, usercpu_time_millis: 203.886, usercpu_time_millis_testing: 6.918, usercpu_time_millis_training: 196.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.1959, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0006, scimark_benchmark: 1273.402, usercpu_time_millis: 35.115, usercpu_time_millis_testing: 1.269, usercpu_time_millis_training: 33.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9985, kappa: 0.9942, kb_relative_information_score: 6544.186, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.6204, recall: 0.9985, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0301, root_relative_squared_error: 0.0834, scimark_benchmark: 1222.4662, usercpu_time_millis: 80.622, usercpu_time_millis_testing: 3.598, usercpu_time_millis_training: 77.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6589.596, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0014, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0045, root_relative_squared_error: 0.0124, scimark_benchmark: 1240.1746, usercpu_time_millis: 399.106, usercpu_time_millis_testing: 8.374, usercpu_time_millis_training: 390.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6590.7505, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0075, root_relative_squared_error: 0.0207, scimark_benchmark: 1275.8664, usercpu_time_millis: 24.451, usercpu_time_millis_testing: 1.215, usercpu_time_millis_training: 23.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6571.0565, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0036, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0253, root_relative_squared_error: 0.0699, scimark_benchmark: 1245.4554, usercpu_time_millis: 61.487, usercpu_time_millis_testing: 2.244, usercpu_time_millis_training: 59.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6565.6396, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.008, root_relative_squared_error: 0.0221, scimark_benchmark: 1232.1649, usercpu_time_millis: 24.693, usercpu_time_millis_testing: 1.315, usercpu_time_millis_training: 23.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6555.0793, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0076, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0241, root_relative_squared_error: 0.0666, scimark_benchmark: 1277.4939, usercpu_time_millis: 197.595, usercpu_time_millis_testing: 4.069, usercpu_time_millis_training: 193.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6468.168, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0288, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0266, root_relative_squared_error: 0.0736, scimark_benchmark: 1231.7151, usercpu_time_millis: 225.895, usercpu_time_millis_testing: 5.404, usercpu_time_millis_training: 220.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.6085, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0047, root_relative_squared_error: 0.013, scimark_benchmark: 1264.5956, usercpu_time_millis: 240.355, usercpu_time_millis_testing: 5.73, usercpu_time_millis_training: 234.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.0109, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0026, root_relative_squared_error: 0.0072, scimark_benchmark: 1225.9522, usercpu_time_millis: 346.72, usercpu_time_millis_testing: 5.944, usercpu_time_millis_training: 340.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9983, kappa: 0.9936, kb_relative_information_score: 6006.1201, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 0.6204, recall: 0.9983, relative_absolute_error: 0.1195, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0753, root_relative_squared_error: 0.2084, scimark_benchmark: 1271.4673, usercpu_time_millis: 412.658, usercpu_time_millis_testing: 14.786, usercpu_time_millis_training: 397.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6591.6323, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0019, root_relative_squared_error: 0.0052, scimark_benchmark: 1223.5128, usercpu_time_millis: 41.291, usercpu_time_millis_testing: 1.257, usercpu_time_millis_training: 40.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.3227, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0684, scimark_benchmark: 1228.4517, usercpu_time_millis: 285.404, usercpu_time_millis_testing: 4.979, usercpu_time_millis_training: 280.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6101.2556, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.162, scimark_benchmark: 1281.1903, usercpu_time_millis: 17.78, usercpu_time_millis_testing: 1.224, usercpu_time_millis_training: 16.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6577.0019, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0045, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0044, root_relative_squared_error: 0.0123, scimark_benchmark: 1274.7411, usercpu_time_millis: 102.624, usercpu_time_millis_testing: 2.088, usercpu_time_millis_training: 100.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6560.9856, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0083, root_relative_squared_error: 0.0229, scimark_benchmark: 1222.7284, usercpu_time_millis: 213.184, usercpu_time_millis_testing: 5.612, usercpu_time_millis_training: 207.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.3432, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0013, root_relative_squared_error: 0.0035, scimark_benchmark: 1268.7413, usercpu_time_millis: 536.861, usercpu_time_millis_testing: 6.533, usercpu_time_millis_training: 530.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6532.6751, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0131, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0649, scimark_benchmark: 1280.4297, usercpu_time_millis: 538.632, usercpu_time_millis_testing: 8.211, usercpu_time_millis_training: 530.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6458.7581, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0311, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0274, root_relative_squared_error: 0.0758, scimark_benchmark: 1217.8822, usercpu_time_millis: 279.285, usercpu_time_millis_testing: 6.65, usercpu_time_millis_training: 272.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6545.4318, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0237, root_relative_squared_error: 0.0655, scimark_benchmark: 1273.1394, usercpu_time_millis: 156.846, usercpu_time_millis_testing: 3.167, usercpu_time_millis_training: 153.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6575.2372, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.004, root_relative_squared_error: 0.0112, scimark_benchmark: 1218.7008, usercpu_time_millis: 651.584, usercpu_time_millis_testing: 9.716, usercpu_time_millis_training: 641.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.9144, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1269.5512, usercpu_time_millis: 438.901, usercpu_time_millis_testing: 6.171, usercpu_time_millis_training: 432.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 5445.769, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.2312, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1065, root_relative_squared_error: 0.2951, scimark_benchmark: 1233.1309, usercpu_time_millis: 200.72, usercpu_time_millis_testing: 10.546, usercpu_time_millis_training: 190.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6532.7247, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0154, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0302, scimark_benchmark: 1273.5264, usercpu_time_millis: 307.757, usercpu_time_millis_testing: 8.227, usercpu_time_millis_training: 299.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.9805, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0018, scimark_benchmark: 1259.1644, usercpu_time_millis: 87.388, usercpu_time_millis_testing: 1.742, usercpu_time_millis_training: 85.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.7432, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1268.8814, usercpu_time_millis: 101.375, usercpu_time_millis_testing: 2.415, usercpu_time_millis_training: 98.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6406.2906, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0455, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0253, root_relative_squared_error: 0.0701, scimark_benchmark: 1228.9578, usercpu_time_millis: 430.13, usercpu_time_millis_testing: 10.068, usercpu_time_millis_training: 420.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6590.214, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0087, root_relative_squared_error: 0.024, scimark_benchmark: 1279.0409, usercpu_time_millis: 148.218, usercpu_time_millis_testing: 4.346, usercpu_time_millis_training: 143.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6521.6808, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0181, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0115, root_relative_squared_error: 0.0317, scimark_benchmark: 1224.3578, usercpu_time_millis: 305.065, usercpu_time_millis_testing: 6.513, usercpu_time_millis_training: 298.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6569.7636, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0039, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.068, scimark_benchmark: 1247.1482, usercpu_time_millis: 315.178, usercpu_time_millis_testing: 5.72, usercpu_time_millis_training: 309.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6566.6082, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0074, root_relative_squared_error: 0.0204, scimark_benchmark: 1275.5838, usercpu_time_millis: 71.376, usercpu_time_millis_testing: 2.076, usercpu_time_millis_training: 69.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6535.8706, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0147, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0097, root_relative_squared_error: 0.0269, scimark_benchmark: 1275.5223, usercpu_time_millis: 532.085, usercpu_time_millis_testing: 7.942, usercpu_time_millis_training: 524.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6579.6797, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0039, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0037, root_relative_squared_error: 0.0104, scimark_benchmark: 1231.1592, usercpu_time_millis: 130.226, usercpu_time_millis_testing: 2.171, usercpu_time_millis_training: 128.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6591.8223, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.003, root_relative_squared_error: 0.0084, scimark_benchmark: 1222.7771, usercpu_time_millis: 295.394, usercpu_time_millis_testing: 5.398, usercpu_time_millis_training: 289.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6501.7659, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0207, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0254, root_relative_squared_error: 0.0705, scimark_benchmark: 1255.3981, usercpu_time_millis: 128.58, usercpu_time_millis_testing: 3.471, usercpu_time_millis_training: 125.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6563.2186, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0055, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0249, root_relative_squared_error: 0.069, scimark_benchmark: 1277.8255, usercpu_time_millis: 135.006, usercpu_time_millis_testing: 3.353, usercpu_time_millis_training: 131.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6547.4063, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0118, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0091, root_relative_squared_error: 0.0252, scimark_benchmark: 1281.2972, usercpu_time_millis: 82.891, usercpu_time_millis_testing: 2.604, usercpu_time_millis_training: 80.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6586.7229, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.002, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0085, root_relative_squared_error: 0.0235, scimark_benchmark: 1270.3748, usercpu_time_millis: 67.146, usercpu_time_millis_testing: 2.218, usercpu_time_millis_training: 64.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6533.9051, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0128, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.024, root_relative_squared_error: 0.0665, scimark_benchmark: 1279.6066, usercpu_time_millis: 412.744, usercpu_time_millis_testing: 7.759, usercpu_time_millis_training: 404.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6519.569, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0374, scimark_benchmark: 1267.5965, usercpu_time_millis: 279.147, usercpu_time_millis_testing: 8.214, usercpu_time_millis_training: 270.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6586.9008, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0018, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.01, root_relative_squared_error: 0.0278, scimark_benchmark: 1271.8005, usercpu_time_millis: 228.69, usercpu_time_millis_testing: 7.004, usercpu_time_millis_training: 221.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6545.8831, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0122, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0084, root_relative_squared_error: 0.0233, scimark_benchmark: 1275.1782, usercpu_time_millis: 291.109, usercpu_time_millis_testing: 5.417, usercpu_time_millis_training: 285.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6525.2187, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0149, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1230.5346, usercpu_time_millis: 463.69, usercpu_time_millis_testing: 9.172, usercpu_time_millis_training: 454.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6586.6142, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0056, root_relative_squared_error: 0.0156, scimark_benchmark: 1233.3164, usercpu_time_millis: 85.856, usercpu_time_millis_testing: 2.629, usercpu_time_millis_training: 83.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6432.3789, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0391, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0238, root_relative_squared_error: 0.0659, scimark_benchmark: 1237.539, usercpu_time_millis: 364.651, usercpu_time_millis_testing: 6.446, usercpu_time_millis_training: 358.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6386.7004, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0484, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.033, root_relative_squared_error: 0.0913, scimark_benchmark: 1264.0353, usercpu_time_millis: 147.758, usercpu_time_millis_testing: 5.22, usercpu_time_millis_training: 142.538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6572.4901, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0033, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1265.1803, usercpu_time_millis: 369.691, usercpu_time_millis_testing: 7.248, usercpu_time_millis_training: 362.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6593.7252, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0027, root_relative_squared_error: 0.0076, scimark_benchmark: 1232.2139, usercpu_time_millis: 165.766, usercpu_time_millis_testing: 3.167, usercpu_time_millis_training: 162.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6561.4821, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0057, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0271, root_relative_squared_error: 0.0751, scimark_benchmark: 1234.7437, usercpu_time_millis: 55.053, usercpu_time_millis_testing: 2.388, usercpu_time_millis_training: 52.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6573.1421, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.003, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0254, root_relative_squared_error: 0.0702, scimark_benchmark: 1229.1587, usercpu_time_millis: 73.573, usercpu_time_millis_testing: 2.52, usercpu_time_millis_training: 71.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6571.403, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0035, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0685, scimark_benchmark: 1277.0825, usercpu_time_millis: 31.53, usercpu_time_millis_testing: 1.411, usercpu_time_millis_training: 30.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.9298, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0016, root_relative_squared_error: 0.0043, scimark_benchmark: 1226.9118, usercpu_time_millis: 327.864, usercpu_time_millis_testing: 4.922, usercpu_time_millis_training: 322.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6190.6682, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0898, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0509, root_relative_squared_error: 0.1409, scimark_benchmark: 1221.7062, usercpu_time_millis: 350.322, usercpu_time_millis_testing: 9.548, usercpu_time_millis_training: 340.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6576.6092, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0045, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0079, root_relative_squared_error: 0.0218, scimark_benchmark: 1237.3128, usercpu_time_millis: 15.959, usercpu_time_millis_testing: 1.211, usercpu_time_millis_training: 14.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6588.7057, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0014, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0098, root_relative_squared_error: 0.0271, scimark_benchmark: 1228.6558, usercpu_time_millis: 174.829, usercpu_time_millis_testing: 5.158, usercpu_time_millis_training: 169.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6569.3381, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0068, root_relative_squared_error: 0.0187, scimark_benchmark: 1242.7756, usercpu_time_millis: 181.399, usercpu_time_millis_testing: 4.878, usercpu_time_millis_training: 176.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6309.9116, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0685, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.035, root_relative_squared_error: 0.0971, scimark_benchmark: 1229.1033, usercpu_time_millis: 78.651, usercpu_time_millis_testing: 3.852, usercpu_time_millis_training: 74.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6590.0179, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.003, root_relative_squared_error: 0.0083, scimark_benchmark: 1263.2951, usercpu_time_millis: 22.111, usercpu_time_millis_testing: 1.178, usercpu_time_millis_training: 20.933,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

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

OpenML APIs