OpenML
Supervised Classification on letter

Supervised Classification on letter

Task 3840 Supervised Classification letter 434 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

434 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.9483, kappa: 0.2846, kb_relative_information_score: -7294.1003, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.945, predictive_accuracy: 0.9525, prior_entropy: 0.2455, recall: 0.9525, relative_absolute_error: 0.7797, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.9633, scimark_benchmark: 1732.2066, usercpu_time_millis: 639.6041, usercpu_time_millis_testing: 46.8003, usercpu_time_millis_training: 592.8038,
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: 1732.2066, usercpu_time_millis: 218.4014, usercpu_time_millis_testing: 140.4009, usercpu_time_millis_training: 78.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9983, kappa: 0.9785, kb_relative_information_score: 19353.9353, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9983, predictive_accuracy: 0.9984, prior_entropy: 0.2455, recall: 0.9984, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0406, root_relative_squared_error: 0.2057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.9483, kappa: 0.2846, kb_relative_information_score: -7294.1003, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.945, predictive_accuracy: 0.9525, prior_entropy: 0.2455, recall: 0.9525, relative_absolute_error: 0.7797, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.9633, scimark_benchmark: 1887.4343, usercpu_time_millis: 249.6016, usercpu_time_millis_testing: 46.8003, usercpu_time_millis_training: 202.8013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9861, kappa: 0.8143, kb_relative_information_score: 11946.6358, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9861, predictive_accuracy: 0.9867, prior_entropy: 0.2455, recall: 0.9867, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.55, scimark_benchmark: 1806.5905, usercpu_time_millis: 405.6026, usercpu_time_millis_training: 405.6026,
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, scimark_benchmark: 1806.5905, usercpu_time_millis: 327.6021, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 312.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9879, kappa: 0.8398, kb_relative_information_score: 12024.011, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9878, predictive_accuracy: 0.9882, prior_entropy: 0.2455, recall: 0.9882, relative_absolute_error: 0.2209, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.4938, scimark_benchmark: 1806.5905, usercpu_time_millis: 2730.0175, usercpu_time_millis_testing: 390.0025, usercpu_time_millis_training: 2340.015,
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, scimark_benchmark: 1806.5905, usercpu_time_millis: 4118.4264, usercpu_time_millis_testing: 327.6021, usercpu_time_millis_training: 3790.8243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.9876, kappa: 0.8376, kb_relative_information_score: 12471.3398, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9875, predictive_accuracy: 0.9879, prior_entropy: 0.2455, recall: 0.9879, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.5161, scimark_benchmark: 1806.5905, usercpu_time_millis: 21450.1375, usercpu_time_millis_testing: 21138.1355, usercpu_time_millis_training: 312.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9987, kappa: 0.9839, kb_relative_information_score: 19466.7706, mean_absolute_error: 0.0013, 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: 0.017, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0351, root_relative_squared_error: 0.1775, scimark_benchmark: 1806.5905, usercpu_time_millis: 25755.7651, usercpu_time_millis_testing: 25755.7651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.9483, kappa: 0.2846, kb_relative_information_score: -7294.1003, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.945, predictive_accuracy: 0.9525, prior_entropy: 0.2455, recall: 0.9525, relative_absolute_error: 0.7797, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.9633, scimark_benchmark: 1877.5305, usercpu_time_millis: 171.6011, usercpu_time_millis_testing: 31.2002, usercpu_time_millis_training: 140.4009,
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: 1850.8887, usercpu_time_millis: 202.8013, usercpu_time_millis_testing: 140.4009, usercpu_time_millis_training: 62.4004,
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, scimark_benchmark: 1850.8887, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8536, f_measure: 0.9871, kappa: 0.8226, kb_relative_information_score: 15446.4867, mean_absolute_error: 0.0119, 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: 0.1525, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.5524, usercpu_time_millis: 2903.011, usercpu_time_millis_testing: 1330.018, usercpu_time_millis_training: 1572.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6107, f_measure: 0.9585, kappa: 0.353, kb_relative_information_score: 7917.5003, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9694, predictive_accuracy: 0.9684, prior_entropy: 0.2455, recall: 0.9684, relative_absolute_error: 0.4056, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.9009, usercpu_time_millis: 978.208, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 978.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.9956, kappa: 0.942, kb_relative_information_score: 18343.7169, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9957, predictive_accuracy: 0.9957, prior_entropy: 0.2455, recall: 0.9957, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.3321, usercpu_time_millis: 559.311, usercpu_time_millis_testing: 90.934, usercpu_time_millis_training: 468.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8351, f_measure: 0.9852, kappa: 0.7948, kb_relative_information_score: 14836.5435, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9866, predictive_accuracy: 0.9865, prior_entropy: 0.2455, recall: 0.9865, relative_absolute_error: 0.173, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.5884, usercpu_time_millis: 109.443, usercpu_time_millis_testing: 0.859, usercpu_time_millis_training: 108.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6361, f_measure: 0.9607, kappa: 0.4031, kb_relative_information_score: 7993.7432, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9653, predictive_accuracy: 0.9686, prior_entropy: 0.2455, recall: 0.9686, relative_absolute_error: 0.403, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.898, usercpu_time_millis: 40.429, usercpu_time_millis_testing: 0.684, usercpu_time_millis_training: 39.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.9952, kappa: 0.9364, kb_relative_information_score: 18191.2311, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9953, 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, usercpu_time_millis: 29.497, usercpu_time_millis_testing: 0.844, usercpu_time_millis_training: 28.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8495, f_measure: 0.9849, kappa: 0.7939, kb_relative_information_score: 14588.7541, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9853, predictive_accuracy: 0.9859, prior_entropy: 0.2455, recall: 0.9859, relative_absolute_error: 0.1813, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.119, root_relative_squared_error: 0.6024, usercpu_time_millis: 2.403, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 2.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.9601, kappa: 0.4462, kb_relative_information_score: 6087.6707, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9583, predictive_accuracy: 0.9636, prior_entropy: 0.2455, recall: 0.9636, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.9668, usercpu_time_millis: 9.646, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 9.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6621, f_measure: 0.9617, kappa: 0.438, kb_relative_information_score: 7612.5287, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.962, predictive_accuracy: 0.9676, prior_entropy: 0.2455, recall: 0.9676, relative_absolute_error: 0.4158, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.9122, usercpu_time_millis: 5.382, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 5.354,
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, usercpu_time_millis: 6.648, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 6.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.9865, kappa: 0.8157, kb_relative_information_score: 15141.5151, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.987, predictive_accuracy: 0.9873, prior_entropy: 0.2455, recall: 0.9873, relative_absolute_error: 0.1627, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.5707, usercpu_time_millis: 2.165, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 2.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.991, kappa: 0.8831, kb_relative_information_score: 16590.1302, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9909, predictive_accuracy: 0.9911, prior_entropy: 0.2455, recall: 0.9911, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.4777, usercpu_time_millis: 154.051, usercpu_time_millis_testing: 1.095, usercpu_time_millis_training: 152.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9957, kappa: 0.9434, kb_relative_information_score: 18381.8384, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 0.2455, recall: 0.9958, relative_absolute_error: 0.0538, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.3282, usercpu_time_millis: 61.702, usercpu_time_millis_testing: 2.149, usercpu_time_millis_training: 59.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.9959, kappa: 0.9462, kb_relative_information_score: 18458.0813, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 0.2455, recall: 0.996, relative_absolute_error: 0.0513, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.3203, usercpu_time_millis: 152.276, usercpu_time_millis_testing: 0.63, usercpu_time_millis_training: 151.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7569, f_measure: 0.9738, kappa: 0.6309, kb_relative_information_score: 11043.4592, mean_absolute_error: 0.0235, 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: 0.3005, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.7754, usercpu_time_millis: 105.346, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 105.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.991, kappa: 0.8837, kb_relative_information_score: 16609.1909, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.991, predictive_accuracy: 0.9912, prior_entropy: 0.2455, recall: 0.9912, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.4764, usercpu_time_millis: 2.72, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 2.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7282, f_measure: 0.9709, kappa: 0.5826, kb_relative_information_score: 10261.9695, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.972, predictive_accuracy: 0.9745, prior_entropy: 0.2455, recall: 0.9745, relative_absolute_error: 0.3268, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1597, root_relative_squared_error: 0.8086, usercpu_time_millis: 7.36, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 7.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5012, f_measure: 0.9397, kappa: 0.0047, kb_relative_information_score: 4524.6913, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9611, predictive_accuracy: 0.9595, prior_entropy: 0.2455, recall: 0.9595, relative_absolute_error: 0.5196, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.2014, root_relative_squared_error: 1.0197, usercpu_time_millis: 3.629, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 3.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7398, f_measure: 0.9722, kappa: 0.6038, kb_relative_information_score: 10624.1233, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9732, predictive_accuracy: 0.9755, prior_entropy: 0.2455, recall: 0.9755, relative_absolute_error: 0.3146, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.7934, usercpu_time_millis: 332.691, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 332.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7871, f_measure: 0.9762, kappa: 0.6711, kb_relative_information_score: 11615.281, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9762, predictive_accuracy: 0.9781, prior_entropy: 0.2455, recall: 0.9781, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.7502, usercpu_time_millis: 332.321, usercpu_time_millis_testing: 24.394, usercpu_time_millis_training: 307.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.9942, kappa: 0.9262, kb_relative_information_score: 17790.9559, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9942, predictive_accuracy: 0.9943, prior_entropy: 0.2455, recall: 0.9943, relative_absolute_error: 0.0737, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.384, usercpu_time_millis: 9.168, usercpu_time_millis_testing: 0.432, usercpu_time_millis_training: 8.736,
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, usercpu_time_millis: 14.562, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 14.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5123, f_measure: 0.9419, kappa: 0.0462, kb_relative_information_score: 4867.7843, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9619, predictive_accuracy: 0.9604, prior_entropy: 0.2455, recall: 0.9604, relative_absolute_error: 0.5081, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1991, root_relative_squared_error: 1.0083, usercpu_time_millis: 2.034, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 1.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5994, f_measure: 0.9557, kappa: 0.3122, kb_relative_information_score: 6964.4641, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9617, predictive_accuracy: 0.9659, prior_entropy: 0.2455, recall: 0.9659, relative_absolute_error: 0.4376, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.9358, usercpu_time_millis: 7.203, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 7.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6251, f_measure: 0.9584, kappa: 0.3692, kb_relative_information_score: 7269.4357, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9613, predictive_accuracy: 0.9667, prior_entropy: 0.2455, recall: 0.9667, relative_absolute_error: 0.4274, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.9248, usercpu_time_millis: 3.985, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 3.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8059, f_measure: 0.9727, kappa: 0.6416, kb_relative_information_score: 9823.5728, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9722, predictive_accuracy: 0.9734, prior_entropy: 0.2455, recall: 0.9734, relative_absolute_error: 0.3415, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.8267, usercpu_time_millis: 12.787, usercpu_time_millis_testing: 11.324, usercpu_time_millis_training: 1.463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7569, f_measure: 0.9738, kappa: 0.6309, kb_relative_information_score: 11043.4592, mean_absolute_error: 0.0235, 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: 0.3005, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.7754, usercpu_time_millis: 6.927, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 6.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7209, f_measure: 0.9713, kappa: 0.583, kb_relative_information_score: 10586.0018, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9737, predictive_accuracy: 0.9754, prior_entropy: 0.2455, recall: 0.9754, relative_absolute_error: 0.3159, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.157, root_relative_squared_error: 0.795, usercpu_time_millis: 58.232, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 58.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9987, kappa: 0.9839, kb_relative_information_score: 19506.4212, mean_absolute_error: 0.0013, 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: 0.016, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0354, root_relative_squared_error: 0.179, usercpu_time_millis: 328.448, usercpu_time_millis_testing: 36.965, usercpu_time_millis_training: 291.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7569, f_measure: 0.9738, kappa: 0.6309, kb_relative_information_score: 11043.4592, mean_absolute_error: 0.0235, 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: 0.3005, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.7754, usercpu_time_millis: 4.947, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 4.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7459, f_measure: 0.9727, kappa: 0.6127, kb_relative_information_score: 10738.4876, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9735, predictive_accuracy: 0.9758, prior_entropy: 0.2455, recall: 0.9758, relative_absolute_error: 0.3107, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.7886, usercpu_time_millis: 1.997, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 1.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9986, kappa: 0.9819, kb_relative_information_score: 19449.239, mean_absolute_error: 0.0014, 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: 0.0179, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0374, root_relative_squared_error: 0.1895, usercpu_time_millis: 460.965, usercpu_time_millis_testing: 6.206, usercpu_time_millis_training: 454.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.742, f_measure: 0.973, kappa: 0.6138, kb_relative_information_score: 10929.0949, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9743, predictive_accuracy: 0.9763, prior_entropy: 0.2455, recall: 0.9763, relative_absolute_error: 0.3043, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.7804, usercpu_time_millis: 3.512, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 3.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6621, f_measure: 0.9617, kappa: 0.438, kb_relative_information_score: 7612.5287, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.962, predictive_accuracy: 0.9676, prior_entropy: 0.2455, recall: 0.9676, relative_absolute_error: 0.4158, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.9122, usercpu_time_millis: 2.563, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 2.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.9942, kappa: 0.9226, kb_relative_information_score: 17829.0773, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 0.2455, recall: 0.9944, relative_absolute_error: 0.0724, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0752, root_relative_squared_error: 0.3806, usercpu_time_millis: 15.171, usercpu_time_millis_testing: 1.229, usercpu_time_millis_training: 13.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9981, kappa: 0.976, kb_relative_information_score: 19277.6924, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9981, predictive_accuracy: 0.9982, prior_entropy: 0.2455, recall: 0.9982, relative_absolute_error: 0.0237, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.043, root_relative_squared_error: 0.2178, usercpu_time_millis: 10.345, usercpu_time_millis_testing: 10.282, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.993, kappa: 0.91, kb_relative_information_score: 17314.4378, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.993, predictive_accuracy: 0.993, prior_entropy: 0.2455, recall: 0.993, relative_absolute_error: 0.0897, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.4237, usercpu_time_millis: 77.078, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 76.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.9955, kappa: 0.941, kb_relative_information_score: 18305.5955, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.2455, recall: 0.9956, relative_absolute_error: 0.0564, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.3359, usercpu_time_millis: 320.62, usercpu_time_millis_testing: 2.02, usercpu_time_millis_training: 318.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9952, kappa: 0.9377, kb_relative_information_score: 18153.1097, mean_absolute_error: 0.0048, 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: 0.0615, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.3508, usercpu_time_millis: 7.297, usercpu_time_millis_testing: 0.521, usercpu_time_millis_training: 6.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5953, f_measure: 0.9562, kappa: 0.3113, kb_relative_information_score: 7440.9822, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9682, predictive_accuracy: 0.9671, prior_entropy: 0.2455, recall: 0.9671, relative_absolute_error: 0.4216, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.9185, usercpu_time_millis: 12.034, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 11.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.949, kappa: 0.1791, kb_relative_information_score: 6068.61, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9648, predictive_accuracy: 0.9635, prior_entropy: 0.2455, recall: 0.9635, relative_absolute_error: 0.4677, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.9674, usercpu_time_millis: 11.436, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 11.377,
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, usercpu_time_millis: 9.742, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 9.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.9962, kappa: 0.9505, kb_relative_information_score: 18572.4456, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9963, predictive_accuracy: 0.9963, prior_entropy: 0.2455, recall: 0.9963, relative_absolute_error: 0.0474, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.308, usercpu_time_millis: 30.971, usercpu_time_millis_testing: 3.114, usercpu_time_millis_training: 27.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9973, kappa: 0.9652, kb_relative_information_score: 18972.7208, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9973, predictive_accuracy: 0.9974, prior_entropy: 0.2455, recall: 0.9974, relative_absolute_error: 0.034, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0515, root_relative_squared_error: 0.2607, usercpu_time_millis: 198.006, usercpu_time_millis_testing: 2.283, usercpu_time_millis_training: 195.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.9894, kappa: 0.8601, kb_relative_information_score: 16037.3692, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9893, predictive_accuracy: 0.9897, prior_entropy: 0.2455, recall: 0.9897, relative_absolute_error: 0.1326, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1017, root_relative_squared_error: 0.5152, usercpu_time_millis: 6.78, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 6.621,
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, usercpu_time_millis: 6.002, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 5.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7569, f_measure: 0.9738, kappa: 0.6309, kb_relative_information_score: 11043.4592, mean_absolute_error: 0.0235, 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: 0.3005, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.7754, usercpu_time_millis: 4.879, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 4.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6401, f_measure: 0.9616, kappa: 0.4162, kb_relative_information_score: 8298.7148, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9671, predictive_accuracy: 0.9694, prior_entropy: 0.2455, recall: 0.9694, relative_absolute_error: 0.3928, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.8865, usercpu_time_millis: 43.616, usercpu_time_millis_testing: 0.629, usercpu_time_millis_training: 42.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.524, f_measure: 0.9441, kappa: 0.0882, kb_relative_information_score: 5229.9381, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9628, predictive_accuracy: 0.9613, prior_entropy: 0.2455, recall: 0.9613, relative_absolute_error: 0.4959, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.9962, usercpu_time_millis: 44.259, usercpu_time_millis_testing: 0.589, usercpu_time_millis_training: 43.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5123, f_measure: 0.9419, kappa: 0.0462, kb_relative_information_score: 4867.7843, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9619, predictive_accuracy: 0.9604, prior_entropy: 0.2455, recall: 0.9604, relative_absolute_error: 0.5081, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1991, root_relative_squared_error: 1.0083, scimark_benchmark: 1943.9988, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.9909, kappa: 0.8802, kb_relative_information_score: 14688.502, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9909, predictive_accuracy: 0.9911, prior_entropy: 0.2455, recall: 0.9911, relative_absolute_error: 0.1768, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.4523, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9812, kappa: 0.7534, kb_relative_information_score: -8187.7468, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9809, predictive_accuracy: 0.9816, prior_entropy: 0.2455, recall: 0.9816, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1299, root_relative_squared_error: 0.6579, scimark_benchmark: 972.587, usercpu_time_millis: 4250, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 4230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9822, kappa: 0.7522, kb_relative_information_score: -9656.753, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9832, predictive_accuracy: 0.9837, prior_entropy: 0.2455, recall: 0.9837, relative_absolute_error: 0.7608, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.634, scimark_benchmark: 851.2074, usercpu_time_millis: 12850, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 12830,
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: 942.2392,
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: 931.771, usercpu_time_millis: 40640, usercpu_time_millis_testing: 7160, usercpu_time_millis_training: 33480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9853, kappa: 0.8052, kb_relative_information_score: 10896.2509, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9852, predictive_accuracy: 0.9859, prior_entropy: 0.2455, recall: 0.9859, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.5043, scimark_benchmark: 941.6675, usercpu_time_millis: 340, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9853, kappa: 0.8052, kb_relative_information_score: 10896.2509, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9852, predictive_accuracy: 0.9859, prior_entropy: 0.2455, recall: 0.9859, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.5043, scimark_benchmark: 941.6675, usercpu_time_millis: 480, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9948, kappa: 0.9318, kb_relative_information_score: 15009.5084, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9949, predictive_accuracy: 0.995, prior_entropy: 0.2455, recall: 0.995, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.3107, scimark_benchmark: 941.6675, usercpu_time_millis: 2110, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9853, kappa: 0.8052, kb_relative_information_score: 10896.2509, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9852, predictive_accuracy: 0.9859, prior_entropy: 0.2455, recall: 0.9859, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.5043, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9909, kappa: 0.88, kb_relative_information_score: 14157.9095, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9909, predictive_accuracy: 0.9911, prior_entropy: 0.2455, recall: 0.9911, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.4486, scimark_benchmark: 927.2917, usercpu_time_millis: 13890, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 13800,
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: 947.1781, usercpu_time_millis: 67270, usercpu_time_millis_testing: 7280, usercpu_time_millis_training: 59990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9805, kappa: 0.7421, kb_relative_information_score: 9354.0148, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9802, predictive_accuracy: 0.9812, prior_entropy: 0.2455, recall: 0.9812, relative_absolute_error: 0.3029, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.6407, scimark_benchmark: 941.3847, usercpu_time_millis: 220, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9853, kappa: 0.8052, kb_relative_information_score: 10896.2509, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9852, predictive_accuracy: 0.9859, prior_entropy: 0.2455, recall: 0.9859, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.5043, scimark_benchmark: 974.2014, usercpu_time_millis: 630, usercpu_time_millis_testing: 160, usercpu_time_millis_training: 470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9853, kappa: 0.8052, kb_relative_information_score: 10896.2509, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9852, predictive_accuracy: 0.9859, prior_entropy: 0.2455, recall: 0.9859, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.5043, scimark_benchmark: 947.1781, usercpu_time_millis: 280, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9909, kappa: 0.88, kb_relative_information_score: 14157.9095, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9909, predictive_accuracy: 0.9911, prior_entropy: 0.2455, recall: 0.9911, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.4486, scimark_benchmark: 947.1781, usercpu_time_millis: 14750, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 14660,
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, scimark_benchmark: 947.1781, usercpu_time_millis: 6860, usercpu_time_millis_testing: 460, usercpu_time_millis_training: 6400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.9909, kappa: 0.8802, kb_relative_information_score: 14688.502, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9909, predictive_accuracy: 0.9911, prior_entropy: 0.2455, recall: 0.9911, relative_absolute_error: 0.1768, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.4523, scimark_benchmark: 819.5729, usercpu_time_millis: 350, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9812, kappa: 0.7534, kb_relative_information_score: -8187.7468, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9809, predictive_accuracy: 0.9816, prior_entropy: 0.2455, recall: 0.9816, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1299, root_relative_squared_error: 0.6579, scimark_benchmark: 901.6243, usercpu_time_millis: 2270, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2250,
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: 932.438, usercpu_time_millis: 40910, usercpu_time_millis_testing: 6580, usercpu_time_millis_training: 34330,
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: 934.5964, usercpu_time_millis: 44990, usercpu_time_millis_testing: 7960, usercpu_time_millis_training: 37030,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9805, kappa: 0.7421, kb_relative_information_score: 9354.0148, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9802, predictive_accuracy: 0.9812, prior_entropy: 0.2455, recall: 0.9812, relative_absolute_error: 0.3029, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.6407, scimark_benchmark: 930.404, usercpu_time_millis: 230, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9853, kappa: 0.8052, kb_relative_information_score: 10896.2509, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9852, predictive_accuracy: 0.9859, prior_entropy: 0.2455, recall: 0.9859, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.5043, scimark_benchmark: 941.4991, usercpu_time_millis: 300, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9948, kappa: 0.9318, kb_relative_information_score: 15009.5084, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9949, predictive_accuracy: 0.995, prior_entropy: 0.2455, recall: 0.995, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.3107, scimark_benchmark: 941.4991, usercpu_time_millis: 2560, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 2510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9853, kappa: 0.8052, kb_relative_information_score: 10896.2509, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9852, predictive_accuracy: 0.9859, prior_entropy: 0.2455, recall: 0.9859, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.5043, scimark_benchmark: 932.438, usercpu_time_millis: 350, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 220,
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, scimark_benchmark: 936.3213, usercpu_time_millis: 7430, usercpu_time_millis_testing: 450, usercpu_time_millis_training: 6980,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.996, kappa: 0.9476, kb_relative_information_score: 16600.3861, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9961, predictive_accuracy: 0.9961, prior_entropy: 0.2455, recall: 0.9961, relative_absolute_error: 0.1468, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0542, root_relative_squared_error: 0.2745, scimark_benchmark: 873.7533, usercpu_time_millis: 444640, usercpu_time_millis_testing: 112710, usercpu_time_millis_training: 331930,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9961, kappa: 0.9483, kb_relative_information_score: 16565.4392, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 0.2455, recall: 0.9962, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.054, root_relative_squared_error: 0.2734, scimark_benchmark: 938.988, usercpu_time_millis: 126240, usercpu_time_millis_testing: 26660, usercpu_time_millis_training: 99580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9958, kappa: 0.9455, kb_relative_information_score: 16218.0182, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 0.2455, recall: 0.996, relative_absolute_error: 0.1469, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0557, root_relative_squared_error: 0.2822, scimark_benchmark: 930.2337, usercpu_time_millis: 49790, usercpu_time_millis_testing: 7330, usercpu_time_millis_training: 42460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9955, kappa: 0.9407, kb_relative_information_score: 15560.2553, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.2455, recall: 0.9956, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0575, root_relative_squared_error: 0.2909, scimark_benchmark: 908.4147, usercpu_time_millis: 37020, usercpu_time_millis_testing: 3530, usercpu_time_millis_training: 33490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9949, kappa: 0.9328, kb_relative_information_score: 14712.1743, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 0.2455, recall: 0.9951, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0601, root_relative_squared_error: 0.3043, scimark_benchmark: 936.7184, usercpu_time_millis: 13270, usercpu_time_millis_testing: 1860, usercpu_time_millis_training: 11410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9811, kappa: 0.7533, kb_relative_information_score: 7830.1182, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9809, predictive_accuracy: 0.9815, prior_entropy: 0.2455, recall: 0.9815, relative_absolute_error: 0.3492, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.5993, scimark_benchmark: 941.9549, usercpu_time_millis: 1410, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 1370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9811, kappa: 0.7533, kb_relative_information_score: 7830.1182, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9809, predictive_accuracy: 0.9815, prior_entropy: 0.2455, recall: 0.9815, relative_absolute_error: 0.3492, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.5993, scimark_benchmark: 926.5859, usercpu_time_millis: 1890, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 1850,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9811, kappa: 0.7533, kb_relative_information_score: 7830.1182, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9809, predictive_accuracy: 0.9815, prior_entropy: 0.2455, recall: 0.9815, relative_absolute_error: 0.3492, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.5993, scimark_benchmark: 936.7184, usercpu_time_millis: 1570, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 1530,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9811, kappa: 0.7533, kb_relative_information_score: 7830.1182, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9809, predictive_accuracy: 0.9815, prior_entropy: 0.2455, recall: 0.9815, relative_absolute_error: 0.3492, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.5993, scimark_benchmark: 929.0296, usercpu_time_millis: 1190, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 1150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9756, kappa: 0.6751, kb_relative_information_score: 5315.0712, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9751, predictive_accuracy: 0.9766, prior_entropy: 0.2455, recall: 0.9766, relative_absolute_error: 0.4145, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1277, root_relative_squared_error: 0.6466, scimark_benchmark: 929.0296, usercpu_time_millis: 970, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 940,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9792, kappa: 0.7109, kb_relative_information_score: -15.6787, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9799, predictive_accuracy: 0.9811, prior_entropy: 0.2455, recall: 0.9811, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.6806, scimark_benchmark: 936.1714, usercpu_time_millis: 520, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9533, kappa: 0.2596, kb_relative_information_score: 10409.0668, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9662, predictive_accuracy: 0.9656, prior_entropy: 0.2455, recall: 0.9656, relative_absolute_error: 0.4027, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.8237, scimark_benchmark: 936.1714, usercpu_time_millis: 11640, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 11510,

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