OpenML
Supervised Classification on mozilla4

Supervised Classification on mozilla4

Task 3899 Supervised Classification mozilla4 107074 runs submitted
0 likes downloaded by 3 people , 9 total downloads 0 issues
Visibility: Public
  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

107074 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: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1273.8586, usercpu_time_millis: 1.392, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 1.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1289.7052, usercpu_time_millis: 0.821, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1291.9687, usercpu_time_millis: 0.583, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1270.0351, usercpu_time_millis: 0.855, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1279.5047, usercpu_time_millis: 1.301, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 1.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1280.8201, usercpu_time_millis: 1.273, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 1.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1293.2708, usercpu_time_millis: 1.016, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1277.4623, usercpu_time_millis: 1.139, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 1.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1298.9608, usercpu_time_millis: 1.054, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 1.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1273.3567, usercpu_time_millis: 0.883, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1274.7601, usercpu_time_millis: 0.477, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.9327, kappa: 0.8443, kb_relative_information_score: 12055.295, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9404, predictive_accuracy: 0.9348, prior_entropy: 0.9135, recall: 0.9348, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.4806, scimark_benchmark: 1240.1445, usercpu_time_millis: 51.112, usercpu_time_millis_testing: 2.718, usercpu_time_millis_training: 48.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9521, kappa: 0.8902, kb_relative_information_score: 12930.4166, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9544, predictive_accuracy: 0.9529, prior_entropy: 0.9135, recall: 0.9529, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.4104, scimark_benchmark: 1237.2815, usercpu_time_millis: 73.405, usercpu_time_millis_testing: 3.033, usercpu_time_millis_training: 70.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1280.5111, usercpu_time_millis: 1.191, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 1.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1303.5936, usercpu_time_millis: 0.699, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1282.4162, usercpu_time_millis: 0.472, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1301.2011, usercpu_time_millis: 0.435, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1274.9051, usercpu_time_millis: 1.376, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1277.7476, usercpu_time_millis: 0.923, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1284.7757, usercpu_time_millis: 0.709, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1302.792, usercpu_time_millis: 0.733, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1294.3106, usercpu_time_millis: 0.772, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1300.5672, usercpu_time_millis: 0.933, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1275.7571, usercpu_time_millis: 0.888, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1301.1851, usercpu_time_millis: 0.739, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1300.4943, usercpu_time_millis: 0.617, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1294.5305, usercpu_time_millis: 0.984, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1294.4341, usercpu_time_millis: 0.976, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1284.8328, usercpu_time_millis: 1.251, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 1.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1278.111, usercpu_time_millis: 0.764, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1278.2607, usercpu_time_millis: 0.84, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1297.8567, usercpu_time_millis: 0.727, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1279.2508, usercpu_time_millis: 0.878, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1301.3437, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1284.954, usercpu_time_millis: 0.804, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1276.3457, usercpu_time_millis: 0.477, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1277.3883, usercpu_time_millis: 1.402, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 1.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1274.1724, usercpu_time_millis: 0.947, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1273.1334, usercpu_time_millis: 1.089, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 1.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1282.7723, usercpu_time_millis: 0.772, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1298.202, usercpu_time_millis: 0.687, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1299.7359, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1270.305, usercpu_time_millis: 1.168, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 1.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1278.5619, usercpu_time_millis: 1.215, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 1.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1289.3538, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1279.1776, usercpu_time_millis: 0.828, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1276.4524, usercpu_time_millis: 0.88, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1292.9919, usercpu_time_millis: 0.25, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1275.4328, usercpu_time_millis: 0.667, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1297.8313, usercpu_time_millis: 0.566, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1289.9759, usercpu_time_millis: 0.5, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1298.3913, usercpu_time_millis: 1.019, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1274.434, usercpu_time_millis: 0.528, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1288.4866, usercpu_time_millis: 0.417, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9371, kappa: 0.8548, kb_relative_information_score: 12274.4252, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9433, predictive_accuracy: 0.9388, prior_entropy: 0.9135, recall: 0.9388, relative_absolute_error: 0.2255, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.4648, scimark_benchmark: 1234.7145, usercpu_time_millis: 727.241, usercpu_time_millis_testing: 27.779, usercpu_time_millis_training: 699.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9447, kappa: 0.8728, kb_relative_information_score: 12591.0713, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9483, predictive_accuracy: 0.9458, prior_entropy: 0.9135, recall: 0.9458, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.441, scimark_benchmark: 1248.7913, usercpu_time_millis: 1054.33, usercpu_time_millis_testing: 32.349, usercpu_time_millis_training: 1021.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9524, kappa: 0.8906, kb_relative_information_score: 12970.5795, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9546, predictive_accuracy: 0.9531, prior_entropy: 0.9135, recall: 0.9531, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1907, root_relative_squared_error: 0.406, scimark_benchmark: 1226.6046, usercpu_time_millis: 332.572, usercpu_time_millis_testing: 12.279, usercpu_time_millis_training: 320.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1298.1409, usercpu_time_millis: 0.98, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1301.4591, usercpu_time_millis: 1.03, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1303.238, usercpu_time_millis: 0.701, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1281.1587, usercpu_time_millis: 0.811, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1295.7193, usercpu_time_millis: 0.531, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1279.1973, usercpu_time_millis: 0.41, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1297.6417, usercpu_time_millis: 0.769, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1271.1353, usercpu_time_millis: 0.864, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1298.097, usercpu_time_millis: 0.712, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1294.1986, usercpu_time_millis: 0.526, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9331, kappa: 0.8452, kb_relative_information_score: 9848.2602, mean_absolute_error: 0.1874, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9406, predictive_accuracy: 0.9351, prior_entropy: 0.9135, recall: 0.9351, relative_absolute_error: 0.4246, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2497, root_relative_squared_error: 0.5317, scimark_benchmark: 1249.0833, usercpu_time_millis: 53.292, usercpu_time_millis_testing: 4.122, usercpu_time_millis_training: 49.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.946, kappa: 0.8756, kb_relative_information_score: 12610.4455, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9496, predictive_accuracy: 0.9471, prior_entropy: 0.9135, recall: 0.9471, relative_absolute_error: 0.2033, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4317, scimark_benchmark: 1234.7754, usercpu_time_millis: 386.375, usercpu_time_millis_testing: 22.964, usercpu_time_millis_training: 363.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9521, kappa: 0.89, kb_relative_information_score: 12950.5811, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9544, predictive_accuracy: 0.9528, prior_entropy: 0.9135, recall: 0.9528, relative_absolute_error: 0.1786, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.4077, scimark_benchmark: 1263.2637, usercpu_time_millis: 163.57, usercpu_time_millis_testing: 7.178, usercpu_time_millis_training: 156.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.944, kappa: 0.8711, kb_relative_information_score: 12504.8831, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9478, predictive_accuracy: 0.9452, prior_entropy: 0.9135, recall: 0.9452, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.4461, scimark_benchmark: 1279.3859, usercpu_time_millis: 275.955, usercpu_time_millis_testing: 8.489, usercpu_time_millis_training: 267.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1302.7626, usercpu_time_millis: 0.991, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1300.3721, usercpu_time_millis: 1.03, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1276.6282, usercpu_time_millis: 0.656, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8317, f_measure: 0.8066, kappa: 0.5484, kb_relative_information_score: 6976.5893, mean_absolute_error: 0.2497, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8624, predictive_accuracy: 0.8274, prior_entropy: 0.9135, recall: 0.8274, relative_absolute_error: 0.5659, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3544, root_relative_squared_error: 0.7546, scimark_benchmark: 1298.3491, usercpu_time_millis: 0.653, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1274.8702, usercpu_time_millis: 1.103, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 1.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1283.4505, usercpu_time_millis: 0.476, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1281.5677, usercpu_time_millis: 0.41, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1274.9014, usercpu_time_millis: 0.934, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1271.225, usercpu_time_millis: 0.947, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1300.781, usercpu_time_millis: 1.295, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 1.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1278.6176, usercpu_time_millis: 0.862, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1304.1147, usercpu_time_millis: 0.965, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1272.3123, usercpu_time_millis: 0.787, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1302.7727, usercpu_time_millis: 0.51, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1283.2709, usercpu_time_millis: 0.487, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1301.8934, usercpu_time_millis: 0.884, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1301.5211, usercpu_time_millis: 0.491, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1292.0459, usercpu_time_millis: 0.029, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9524, kappa: 0.8912, kb_relative_information_score: 13245.0242, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9531, predictive_accuracy: 0.9528, prior_entropy: 0.9135, recall: 0.9528, relative_absolute_error: 0.1521, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.4072, scimark_benchmark: 1266.9135, usercpu_time_millis: 593.349, usercpu_time_millis_testing: 17.3, usercpu_time_millis_training: 576.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.939, kappa: 0.8592, kb_relative_information_score: 12117.646, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9449, predictive_accuracy: 0.9406, prior_entropy: 0.9135, recall: 0.9406, relative_absolute_error: 0.2406, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.4612, scimark_benchmark: 1242.3122, usercpu_time_millis: 285.901, usercpu_time_millis_testing: 15.431, usercpu_time_millis_training: 270.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9511, kappa: 0.8878, kb_relative_information_score: 12895.9613, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9535, predictive_accuracy: 0.9519, prior_entropy: 0.9135, recall: 0.9519, relative_absolute_error: 0.1823, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.4121, scimark_benchmark: 1261.8133, usercpu_time_millis: 899.141, usercpu_time_millis_testing: 24.352, usercpu_time_millis_training: 874.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9491, kappa: 0.883, kb_relative_information_score: 12856.7317, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9517, predictive_accuracy: 0.95, prior_entropy: 0.9135, recall: 0.95, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4174, scimark_benchmark: 1235.7206, usercpu_time_millis: 703.117, usercpu_time_millis_testing: 22.35, usercpu_time_millis_training: 680.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9412, kappa: 0.8644, kb_relative_information_score: 12351.0008, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9462, predictive_accuracy: 0.9426, prior_entropy: 0.9135, recall: 0.9426, relative_absolute_error: 0.2212, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.4564, scimark_benchmark: 1265.8312, usercpu_time_millis: 657.513, usercpu_time_millis_testing: 31.613, usercpu_time_millis_training: 625.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1273.3122, usercpu_time_millis: 1.207, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 1.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1290.6809, usercpu_time_millis: 0.927, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1282.8308, usercpu_time_millis: 1.126, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 1.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1276.6274, usercpu_time_millis: 1.256, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 1.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1307.0879, usercpu_time_millis: 1.474, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 1.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1270.1198, usercpu_time_millis: 1.265, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 1.17,

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