Task
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 14965 Supervised Classification bank-marketing 40465 runs submitted
1 likes downloaded by 5 people , 7 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_123 study_14 study_218 study_50 study_99
Issue #Downvotes for this reason By


Metric:

40465 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: 0.8845, f_measure: 0.8841, kappa: 0.3793, kb_relative_information_score: 10020.8537, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8987, prior_entropy: 0.5207, recall: 0.8987, relative_absolute_error: 0.6084, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2699, root_relative_squared_error: 0.8399, scimark_benchmark: 1856.0093, usercpu_time_millis: 124.791, usercpu_time_millis_testing: 124.688, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8841, kappa: 0.3786, kb_relative_information_score: 10076.2071, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6089, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8389, scimark_benchmark: 1850.2875, usercpu_time_millis: 118.739, usercpu_time_millis_testing: 118.636, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.883, kappa: 0.3685, kb_relative_information_score: 10385.3905, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8829, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.6124, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.8335, scimark_benchmark: 1847.2179, usercpu_time_millis: 133.889, usercpu_time_millis_testing: 133.79, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8833, kappa: 0.3724, kb_relative_information_score: 10201.4442, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8824, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6102, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.8365, scimark_benchmark: 1846.1643, usercpu_time_millis: 129.712, usercpu_time_millis_testing: 129.606, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8833, kappa: 0.3724, kb_relative_information_score: 10201.4442, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8824, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6102, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.8365, scimark_benchmark: 1834.5221, usercpu_time_millis: 130.377, usercpu_time_millis_testing: 130.275, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.883, kappa: 0.3685, kb_relative_information_score: 10385.3905, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8829, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.6124, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.8335, scimark_benchmark: 1818.9456, usercpu_time_millis: 132.435, usercpu_time_millis_testing: 132.335, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8843, kappa: 0.3831, kb_relative_information_score: 9778.3668, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8821, predictive_accuracy: 0.8981, prior_entropy: 0.5207, recall: 0.8981, relative_absolute_error: 0.6063, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.8454, scimark_benchmark: 1841.5984, usercpu_time_millis: 120.048, usercpu_time_millis_testing: 119.94, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.8831, kappa: 0.369, kb_relative_information_score: 10358.2373, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8992, prior_entropy: 0.5207, recall: 0.8992, relative_absolute_error: 0.6121, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8338, scimark_benchmark: 1850.8706, usercpu_time_millis: 128.976, usercpu_time_millis_testing: 128.876, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.8831, kappa: 0.3695, kb_relative_information_score: 10330.0682, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8827, predictive_accuracy: 0.8992, prior_entropy: 0.5207, recall: 0.8992, relative_absolute_error: 0.6117, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2681, root_relative_squared_error: 0.8343, scimark_benchmark: 1835.5512, usercpu_time_millis: 132.101, usercpu_time_millis_testing: 132, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.884, kappa: 0.3771, kb_relative_information_score: 10129.1398, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8991, prior_entropy: 0.5207, recall: 0.8991, relative_absolute_error: 0.6094, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2693, root_relative_squared_error: 0.838, scimark_benchmark: 1853.9121, usercpu_time_millis: 127.982, usercpu_time_millis_testing: 127.876, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.8831, kappa: 0.369, kb_relative_information_score: 10358.2373, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8992, prior_entropy: 0.5207, recall: 0.8992, relative_absolute_error: 0.6121, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8338, scimark_benchmark: 1846.2342, usercpu_time_millis: 128.321, usercpu_time_millis_testing: 128.222, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.8835, kappa: 0.3721, kb_relative_information_score: 10300.6613, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.883, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.6113, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2683, root_relative_squared_error: 0.8347, scimark_benchmark: 1846.6923, usercpu_time_millis: 127.527, usercpu_time_millis_testing: 127.42, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.8831, kappa: 0.369, kb_relative_information_score: 10358.2373, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8992, prior_entropy: 0.5207, recall: 0.8992, relative_absolute_error: 0.6121, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8338, scimark_benchmark: 1853.9121, usercpu_time_millis: 129.111, usercpu_time_millis_testing: 129.007, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.8834, kappa: 0.3725, kb_relative_information_score: 10236.223, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8359, scimark_benchmark: 1854.4951, usercpu_time_millis: 130.058, usercpu_time_millis_testing: 129.953, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.883, kappa: 0.3685, kb_relative_information_score: 10385.3905, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8829, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.6124, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.8335, scimark_benchmark: 1853.454, usercpu_time_millis: 123.542, usercpu_time_millis_testing: 123.445, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8841, kappa: 0.3786, kb_relative_information_score: 10076.2071, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6089, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8389, scimark_benchmark: 1845.277, usercpu_time_millis: 126.849, usercpu_time_millis_testing: 126.741, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.8831, kappa: 0.369, kb_relative_information_score: 10358.2373, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8992, prior_entropy: 0.5207, recall: 0.8992, relative_absolute_error: 0.6121, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8338, scimark_benchmark: 1851.8567, usercpu_time_millis: 132.584, usercpu_time_millis_testing: 132.474, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.8836, kappa: 0.3749, kb_relative_information_score: 10165.8922, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6098, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.8372, scimark_benchmark: 1852.355, usercpu_time_millis: 129.453, usercpu_time_millis_testing: 129.352, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.8836, kappa: 0.3731, kb_relative_information_score: 10269.3086, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.883, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.611, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.8353, scimark_benchmark: 1846.6923, usercpu_time_millis: 131.628, usercpu_time_millis_testing: 131.517, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.8831, kappa: 0.369, kb_relative_information_score: 10358.2373, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8992, prior_entropy: 0.5207, recall: 0.8992, relative_absolute_error: 0.6121, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8338, scimark_benchmark: 1853.9849, usercpu_time_millis: 133.061, usercpu_time_millis_testing: 132.953, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, f_measure: 0.8844, kappa: 0.3886, kb_relative_information_score: 9427.7279, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8811, predictive_accuracy: 0.8967, prior_entropy: 0.5207, recall: 0.8967, relative_absolute_error: 0.6037, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.8551, scimark_benchmark: 1735.1328, usercpu_time_millis: 79.078, usercpu_time_millis_testing: 78.989, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.746, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9782.4313, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5941, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3269, root_relative_squared_error: 1.0171, scimark_benchmark: 1732.8391, usercpu_time_millis: 90.542, usercpu_time_millis_testing: 90.443, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.746, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9782.4313, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5941, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3269, root_relative_squared_error: 1.0171, scimark_benchmark: 1848.388, usercpu_time_millis: 86.916, usercpu_time_millis_testing: 86.818, usercpu_time_millis_training: 0.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 10343.0033, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.0894, scimark_benchmark: 1858.1494, usercpu_time_millis: 84.775, usercpu_time_millis_testing: 84.676, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9257.8345, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.595, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.9641, scimark_benchmark: 1733.7613, usercpu_time_millis: 93.166, usercpu_time_millis_testing: 93.072, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8833, kappa: 0.3724, kb_relative_information_score: 10201.4442, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8824, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6102, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.8365, scimark_benchmark: 1736.9559, usercpu_time_millis: 97.78, usercpu_time_millis_testing: 97.688, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9077.7566, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.596, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.9317, scimark_benchmark: 1852.4008, usercpu_time_millis: 92.579, usercpu_time_millis_testing: 92.481, usercpu_time_millis_training: 0.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9077.7566, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.596, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.9317, scimark_benchmark: 1845.7061, usercpu_time_millis: 92.764, usercpu_time_millis_testing: 92.67, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9257.8345, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.595, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.9641, scimark_benchmark: 1731.163, usercpu_time_millis: 96.962, usercpu_time_millis_testing: 96.861, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.8827, kappa: 0.3872, kb_relative_information_score: 8995.3772, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8783, predictive_accuracy: 0.8931, prior_entropy: 0.5207, recall: 0.8931, relative_absolute_error: 0.5993, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.884, scimark_benchmark: 1736.0929, usercpu_time_millis: 100.713, usercpu_time_millis_testing: 100.613, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.8811, kappa: 0.3833, kb_relative_information_score: 8923.3763, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8764, predictive_accuracy: 0.8905, prior_entropy: 0.5207, recall: 0.8905, relative_absolute_error: 0.5971, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2925, root_relative_squared_error: 0.9102, scimark_benchmark: 1729.7915, usercpu_time_millis: 100.967, usercpu_time_millis_testing: 100.866, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.746, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9782.4313, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5941, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3269, root_relative_squared_error: 1.0171, scimark_benchmark: 1850.2875, usercpu_time_millis: 90.528, usercpu_time_millis_testing: 90.427, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8827, kappa: 0.387, kb_relative_information_score: 9069.3102, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8784, predictive_accuracy: 0.8932, prior_entropy: 0.5207, recall: 0.8932, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.8754, scimark_benchmark: 1852.0126, usercpu_time_millis: 98.896, usercpu_time_millis_testing: 98.79, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9077.7566, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.596, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.9317, scimark_benchmark: 1729.2809, usercpu_time_millis: 99.905, usercpu_time_millis_testing: 99.804, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.746, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9782.4313, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5941, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3269, root_relative_squared_error: 1.0171, scimark_benchmark: 1849.8294, usercpu_time_millis: 90.686, usercpu_time_millis_testing: 90.59, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9257.8345, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.595, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.9641, scimark_benchmark: 1855.4813, usercpu_time_millis: 93.086, usercpu_time_millis_testing: 92.984, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 10343.0033, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.0894, scimark_benchmark: 1851.3287, usercpu_time_millis: 84.92, usercpu_time_millis_testing: 84.82, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8827, kappa: 0.387, kb_relative_information_score: 9069.3102, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8784, predictive_accuracy: 0.8932, prior_entropy: 0.5207, recall: 0.8932, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.8754, scimark_benchmark: 1847.8034, usercpu_time_millis: 103.415, usercpu_time_millis_testing: 103.308, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1725.293, usercpu_time_millis: 104.358, usercpu_time_millis_testing: 104.254, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.746, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9782.4313, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5941, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3269, root_relative_squared_error: 1.0171, scimark_benchmark: 1853.9121, usercpu_time_millis: 89.156, usercpu_time_millis_testing: 89.06, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 10343.0033, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.0894, scimark_benchmark: 1852.3877, usercpu_time_millis: 84.074, usercpu_time_millis_testing: 83.979, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1856.0123, usercpu_time_millis: 101.016, usercpu_time_millis_testing: 100.907, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8844, kappa: 0.3911, kb_relative_information_score: 9251.4514, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8808, predictive_accuracy: 0.8961, prior_entropy: 0.5207, recall: 0.8961, relative_absolute_error: 0.6022, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8632, scimark_benchmark: 1855.0232, usercpu_time_millis: 102.92, usercpu_time_millis_testing: 102.82, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.8838, kappa: 0.3904, kb_relative_information_score: 9158.0658, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8799, predictive_accuracy: 0.895, prior_entropy: 0.5207, recall: 0.895, relative_absolute_error: 0.6014, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.8686, scimark_benchmark: 1726.6452, usercpu_time_millis: 106.851, usercpu_time_millis_testing: 106.746, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8842, kappa: 0.3859, kb_relative_information_score: 9517.0405, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.897, prior_entropy: 0.5207, recall: 0.897, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.8521, scimark_benchmark: 1845.3208, usercpu_time_millis: 106.419, usercpu_time_millis_testing: 106.313, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8827, kappa: 0.387, kb_relative_information_score: 9069.3102, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8784, predictive_accuracy: 0.8932, prior_entropy: 0.5207, recall: 0.8932, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.8754, scimark_benchmark: 1852.9259, usercpu_time_millis: 104.495, usercpu_time_millis_testing: 104.395, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8641, f_measure: 0.8846, kappa: 0.3911, kb_relative_information_score: 9338.8162, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.8966, prior_entropy: 0.5207, recall: 0.8966, relative_absolute_error: 0.603, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.276, root_relative_squared_error: 0.8588, scimark_benchmark: 1849.8294, usercpu_time_millis: 109.681, usercpu_time_millis_testing: 109.582, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.8811, kappa: 0.3833, kb_relative_information_score: 8923.3763, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8764, predictive_accuracy: 0.8905, prior_entropy: 0.5207, recall: 0.8905, relative_absolute_error: 0.5971, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2925, root_relative_squared_error: 0.9102, scimark_benchmark: 1851.3986, usercpu_time_millis: 99.126, usercpu_time_millis_testing: 99.025, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8827, kappa: 0.387, kb_relative_information_score: 9069.3102, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8784, predictive_accuracy: 0.8932, prior_entropy: 0.5207, recall: 0.8932, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.8754, scimark_benchmark: 1854.9533, usercpu_time_millis: 103.267, usercpu_time_millis_testing: 103.167, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 10343.0033, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.0894, scimark_benchmark: 1849.8294, usercpu_time_millis: 84.632, usercpu_time_millis_testing: 84.537, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.8827, kappa: 0.3872, kb_relative_information_score: 8995.3772, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8783, predictive_accuracy: 0.8931, prior_entropy: 0.5207, recall: 0.8931, relative_absolute_error: 0.5993, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.884, scimark_benchmark: 1855.4813, usercpu_time_millis: 102.764, usercpu_time_millis_testing: 102.663, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8844, kappa: 0.3911, kb_relative_information_score: 9251.4514, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8808, predictive_accuracy: 0.8961, prior_entropy: 0.5207, recall: 0.8961, relative_absolute_error: 0.6022, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8632, scimark_benchmark: 1853.454, usercpu_time_millis: 106.711, usercpu_time_millis_testing: 106.612, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8842, kappa: 0.3859, kb_relative_information_score: 9517.0405, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.897, prior_entropy: 0.5207, recall: 0.897, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.8521, scimark_benchmark: 1852.0126, usercpu_time_millis: 114.653, usercpu_time_millis_testing: 114.547, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8843, kappa: 0.3831, kb_relative_information_score: 9778.3668, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8821, predictive_accuracy: 0.8981, prior_entropy: 0.5207, recall: 0.8981, relative_absolute_error: 0.6063, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.8454, scimark_benchmark: 1738.3274, usercpu_time_millis: 115.344, usercpu_time_millis_testing: 115.241, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.8827, kappa: 0.3872, kb_relative_information_score: 8995.3772, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8783, predictive_accuracy: 0.8931, prior_entropy: 0.5207, recall: 0.8931, relative_absolute_error: 0.5993, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.884, scimark_benchmark: 1847.7345, usercpu_time_millis: 103.313, usercpu_time_millis_testing: 103.214, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, f_measure: 0.8845, kappa: 0.3835, kb_relative_information_score: 9842.7257, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8985, prior_entropy: 0.5207, recall: 0.8985, relative_absolute_error: 0.6069, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.8437, scimark_benchmark: 1733.8252, usercpu_time_millis: 117.439, usercpu_time_millis_testing: 117.333, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1850.2875, usercpu_time_millis: 101.264, usercpu_time_millis_testing: 101.164, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1847.2233, usercpu_time_millis: 99.414, usercpu_time_millis_testing: 99.313, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9077.7566, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.596, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.9317, scimark_benchmark: 1852.5406, usercpu_time_millis: 95.866, usercpu_time_millis_testing: 95.771, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8844, kappa: 0.3911, kb_relative_information_score: 9251.4514, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8808, predictive_accuracy: 0.8961, prior_entropy: 0.5207, recall: 0.8961, relative_absolute_error: 0.6022, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8632, scimark_benchmark: 1859.6666, usercpu_time_millis: 106.315, usercpu_time_millis_testing: 106.21, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9257.8345, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.595, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.9641, scimark_benchmark: 1849.7245, usercpu_time_millis: 92.348, usercpu_time_millis_testing: 92.252, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, f_measure: 0.8842, kappa: 0.384, kb_relative_information_score: 9690.6436, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8816, predictive_accuracy: 0.8976, prior_entropy: 0.5207, recall: 0.8976, relative_absolute_error: 0.6058, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.8473, scimark_benchmark: 1849.2614, usercpu_time_millis: 113.66, usercpu_time_millis_testing: 113.561, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.8838, kappa: 0.3904, kb_relative_information_score: 9158.0658, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8799, predictive_accuracy: 0.895, prior_entropy: 0.5207, recall: 0.895, relative_absolute_error: 0.6014, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.8686, scimark_benchmark: 1854.568, usercpu_time_millis: 105.427, usercpu_time_millis_testing: 105.327, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.884, kappa: 0.3771, kb_relative_information_score: 10129.1398, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8991, prior_entropy: 0.5207, recall: 0.8991, relative_absolute_error: 0.6094, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2693, root_relative_squared_error: 0.838, scimark_benchmark: 1732.4272, usercpu_time_millis: 121.43, usercpu_time_millis_testing: 121.324, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8844, kappa: 0.3911, kb_relative_information_score: 9251.4514, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8808, predictive_accuracy: 0.8961, prior_entropy: 0.5207, recall: 0.8961, relative_absolute_error: 0.6022, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8632, scimark_benchmark: 1850.2875, usercpu_time_millis: 105.281, usercpu_time_millis_testing: 105.181, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 10343.0033, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.0894, scimark_benchmark: 1848.916, usercpu_time_millis: 82.994, usercpu_time_millis_testing: 82.903, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.746, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9782.4313, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5941, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3269, root_relative_squared_error: 1.0171, scimark_benchmark: 1792.4287, usercpu_time_millis: 89.688, usercpu_time_millis_testing: 89.585, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.8831, kappa: 0.3695, kb_relative_information_score: 10330.0682, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8827, predictive_accuracy: 0.8992, prior_entropy: 0.5207, recall: 0.8992, relative_absolute_error: 0.6117, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2681, root_relative_squared_error: 0.8343, scimark_benchmark: 1849.8294, usercpu_time_millis: 117.67, usercpu_time_millis_testing: 117.573, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, f_measure: 0.8844, kappa: 0.3886, kb_relative_information_score: 9427.7279, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8811, predictive_accuracy: 0.8967, prior_entropy: 0.5207, recall: 0.8967, relative_absolute_error: 0.6037, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.8551, scimark_benchmark: 1852.9988, usercpu_time_millis: 111.254, usercpu_time_millis_testing: 111.152, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.8827, kappa: 0.3872, kb_relative_information_score: 8995.3772, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8783, predictive_accuracy: 0.8931, prior_entropy: 0.5207, recall: 0.8931, relative_absolute_error: 0.5993, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.884, scimark_benchmark: 1853.9121, usercpu_time_millis: 102.277, usercpu_time_millis_testing: 102.174, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1857.5664, usercpu_time_millis: 99.075, usercpu_time_millis_testing: 98.973, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, f_measure: 0.8845, kappa: 0.3835, kb_relative_information_score: 9842.7257, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8985, prior_entropy: 0.5207, recall: 0.8985, relative_absolute_error: 0.6069, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.8437, scimark_benchmark: 1845.3208, usercpu_time_millis: 120.757, usercpu_time_millis_testing: 120.656, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8842, kappa: 0.3807, kb_relative_information_score: 9962.8589, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8986, prior_entropy: 0.5207, recall: 0.8986, relative_absolute_error: 0.6079, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2703, root_relative_squared_error: 0.841, scimark_benchmark: 1727.4447, usercpu_time_millis: 119.29, usercpu_time_millis_testing: 119.185, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8842, kappa: 0.3859, kb_relative_information_score: 9517.0405, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.897, prior_entropy: 0.5207, recall: 0.897, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.8521, scimark_benchmark: 1853.454, usercpu_time_millis: 110.562, usercpu_time_millis_testing: 110.459, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.8836, kappa: 0.3749, kb_relative_information_score: 10165.8922, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6098, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.8372, scimark_benchmark: 1732.4995, usercpu_time_millis: 124.038, usercpu_time_millis_testing: 123.934, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.8838, kappa: 0.3904, kb_relative_information_score: 9158.0658, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8799, predictive_accuracy: 0.895, prior_entropy: 0.5207, recall: 0.895, relative_absolute_error: 0.6014, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.8686, scimark_benchmark: 1853.9121, usercpu_time_millis: 105.261, usercpu_time_millis_testing: 105.16, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.8827, kappa: 0.3872, kb_relative_information_score: 8995.3772, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8783, predictive_accuracy: 0.8931, prior_entropy: 0.5207, recall: 0.8931, relative_absolute_error: 0.5993, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.884, scimark_benchmark: 1855.0232, usercpu_time_millis: 100.158, usercpu_time_millis_testing: 100.058, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8827, kappa: 0.387, kb_relative_information_score: 9069.3102, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8784, predictive_accuracy: 0.8932, prior_entropy: 0.5207, recall: 0.8932, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.8754, scimark_benchmark: 1854.4431, usercpu_time_millis: 104.191, usercpu_time_millis_testing: 104.086, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, f_measure: 0.8845, kappa: 0.3835, kb_relative_information_score: 9842.7257, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8985, prior_entropy: 0.5207, recall: 0.8985, relative_absolute_error: 0.6069, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.8437, scimark_benchmark: 1853.9121, usercpu_time_millis: 117.753, usercpu_time_millis_testing: 117.652, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.8811, kappa: 0.3833, kb_relative_information_score: 8923.3763, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8764, predictive_accuracy: 0.8905, prior_entropy: 0.5207, recall: 0.8905, relative_absolute_error: 0.5971, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2925, root_relative_squared_error: 0.9102, scimark_benchmark: 1849.8294, usercpu_time_millis: 99.014, usercpu_time_millis_testing: 98.914, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9257.8345, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.595, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.9641, scimark_benchmark: 1796.0572, usercpu_time_millis: 93.282, usercpu_time_millis_testing: 93.185, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8641, f_measure: 0.8846, kappa: 0.3911, kb_relative_information_score: 9338.8162, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.8966, prior_entropy: 0.5207, recall: 0.8966, relative_absolute_error: 0.603, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.276, root_relative_squared_error: 0.8588, scimark_benchmark: 1854.4951, usercpu_time_millis: 110.408, usercpu_time_millis_testing: 110.306, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.8841, kappa: 0.3793, kb_relative_information_score: 10020.8537, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8987, prior_entropy: 0.5207, recall: 0.8987, relative_absolute_error: 0.6084, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2699, root_relative_squared_error: 0.8399, scimark_benchmark: 1853.9121, usercpu_time_millis: 120.655, usercpu_time_millis_testing: 120.563, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.884, kappa: 0.3771, kb_relative_information_score: 10129.1398, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8991, prior_entropy: 0.5207, recall: 0.8991, relative_absolute_error: 0.6094, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2693, root_relative_squared_error: 0.838, scimark_benchmark: 1846.8309, usercpu_time_millis: 127.106, usercpu_time_millis_testing: 127.002, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, f_measure: 0.8845, kappa: 0.3835, kb_relative_information_score: 9842.7257, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8985, prior_entropy: 0.5207, recall: 0.8985, relative_absolute_error: 0.6069, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.8437, scimark_benchmark: 1853.9121, usercpu_time_millis: 119.975, usercpu_time_millis_testing: 119.866, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.884, kappa: 0.3771, kb_relative_information_score: 10129.1398, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8991, prior_entropy: 0.5207, recall: 0.8991, relative_absolute_error: 0.6094, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2693, root_relative_squared_error: 0.838, scimark_benchmark: 1847.7442, usercpu_time_millis: 126.475, usercpu_time_millis_testing: 126.373, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, f_measure: 0.8842, kappa: 0.384, kb_relative_information_score: 9690.6436, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8816, predictive_accuracy: 0.8976, prior_entropy: 0.5207, recall: 0.8976, relative_absolute_error: 0.6058, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.8473, scimark_benchmark: 1841.7546, usercpu_time_millis: 116.781, usercpu_time_millis_testing: 116.672, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8843, kappa: 0.3831, kb_relative_information_score: 9778.3668, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8821, predictive_accuracy: 0.8981, prior_entropy: 0.5207, recall: 0.8981, relative_absolute_error: 0.6063, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.8454, scimark_benchmark: 1851.8567, usercpu_time_millis: 118.408, usercpu_time_millis_testing: 118.309, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.8845, kappa: 0.3826, kb_relative_information_score: 9903.315, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8987, prior_entropy: 0.5207, recall: 0.8987, relative_absolute_error: 0.6074, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.8423, scimark_benchmark: 1854.4431, usercpu_time_millis: 121.84, usercpu_time_millis_testing: 121.738, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.8836, kappa: 0.3749, kb_relative_information_score: 10165.8922, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6098, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.8372, scimark_benchmark: 1858.6775, usercpu_time_millis: 123.383, usercpu_time_millis_testing: 123.286, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.8845, kappa: 0.3826, kb_relative_information_score: 9903.315, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8987, prior_entropy: 0.5207, recall: 0.8987, relative_absolute_error: 0.6074, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.8423, scimark_benchmark: 1849.8294, usercpu_time_millis: 122.501, usercpu_time_millis_testing: 122.397, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.8834, kappa: 0.3725, kb_relative_information_score: 10236.223, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8359, scimark_benchmark: 1844.7928, usercpu_time_millis: 128.623, usercpu_time_millis_testing: 128.515, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8844, kappa: 0.3911, kb_relative_information_score: 9251.4514, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8808, predictive_accuracy: 0.8961, prior_entropy: 0.5207, recall: 0.8961, relative_absolute_error: 0.6022, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8632, scimark_benchmark: 1850.4154, usercpu_time_millis: 105.782, usercpu_time_millis_testing: 105.677, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1798.7238, usercpu_time_millis: 99.838, usercpu_time_millis_testing: 99.737, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.8836, kappa: 0.3731, kb_relative_information_score: 10269.3086, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.883, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.611, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.8353, scimark_benchmark: 1855.4813, usercpu_time_millis: 125.401, usercpu_time_millis_testing: 125.302, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8827, kappa: 0.387, kb_relative_information_score: 9069.3102, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8784, predictive_accuracy: 0.8932, prior_entropy: 0.5207, recall: 0.8932, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.8754, scimark_benchmark: 1842.2855, usercpu_time_millis: 103.01, usercpu_time_millis_testing: 102.906, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.8841, kappa: 0.3793, kb_relative_information_score: 10020.8537, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8987, prior_entropy: 0.5207, recall: 0.8987, relative_absolute_error: 0.6084, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2699, root_relative_squared_error: 0.8399, scimark_benchmark: 1853.3841, usercpu_time_millis: 124.409, usercpu_time_millis_testing: 124.312, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8827, kappa: 0.387, kb_relative_information_score: 9069.3102, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8784, predictive_accuracy: 0.8932, prior_entropy: 0.5207, recall: 0.8932, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.8754, scimark_benchmark: 1795.5991, usercpu_time_millis: 101.807, usercpu_time_millis_testing: 101.706, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.8834, kappa: 0.3725, kb_relative_information_score: 10236.223, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8359, scimark_benchmark: 1849.7595, usercpu_time_millis: 120.293, usercpu_time_millis_testing: 120.193, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8843, kappa: 0.3831, kb_relative_information_score: 9778.3668, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8821, predictive_accuracy: 0.8981, prior_entropy: 0.5207, recall: 0.8981, relative_absolute_error: 0.6063, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.8454, scimark_benchmark: 1853.9121, usercpu_time_millis: 116.484, usercpu_time_millis_testing: 116.386, usercpu_time_millis_training: 0.098,

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