Task
Supervised Classification on mozilla4

Supervised Classification on mozilla4

Task 3899 Supervised Classification mozilla4 107074 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, 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: 1307.5372, usercpu_time_millis: 0.89, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.869,
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: 1305.5212, usercpu_time_millis: 0.94, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.909,
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: 1310.8556, usercpu_time_millis: 0.699, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.663,
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: 1312.2956, usercpu_time_millis: 0.615, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.595,
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: 1283.5896, usercpu_time_millis: 0.541, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.518,
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: 1278.4451, usercpu_time_millis: 0.42, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.4,
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: 1307.5976, usercpu_time_millis: 0.885, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.865,
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: 1304.5661, usercpu_time_millis: 1.138, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 1.091,
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: 1281.7523, usercpu_time_millis: 0.838, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.82,
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: 1289.3807, usercpu_time_millis: 0.775, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.755,
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: 1310.3481, usercpu_time_millis: 0.776, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.735,
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: 1294.96, usercpu_time_millis: 0.619, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.598,
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: 1287.922, usercpu_time_millis: 0.617, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.593,
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: 1278.2805, usercpu_time_millis: 0.601, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.579,
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: 1301.3012, usercpu_time_millis: 0.458, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.44,
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: 1305.1839, usercpu_time_millis: 0.541, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.526,
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: 1309.8619, usercpu_time_millis: 0.534, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.512,
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: 1289.4895, usercpu_time_millis: 0.977, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.955,
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: 1291.642, usercpu_time_millis: 1.16, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 1.108,
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: 1311.9325, usercpu_time_millis: 1.026, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 1.002,
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: 1310.107, usercpu_time_millis: 0.586, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.565,
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: 1292.6213, usercpu_time_millis: 0.75, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.727,
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: 1310.2428, usercpu_time_millis: 0.868, usercpu_time_millis_testing: 0.029, 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: 1281.039, usercpu_time_millis: 0.915, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.895,
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: 1310.6934, usercpu_time_millis: 1.191, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 1.172,
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: 1285.4125, usercpu_time_millis: 0.84, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.806,
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: 1307.9628, usercpu_time_millis: 0.961, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.921,
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: 1307.4403, usercpu_time_millis: 0.832, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.814,
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: 1304.3654, usercpu_time_millis: 0.771, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.738,
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: 1285.1787, usercpu_time_millis: 0.698, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.679,
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: 1306.4997, usercpu_time_millis: 0.908, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.889,
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: 1282.9839, usercpu_time_millis: 0.576, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.556,
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: 1313.4769, usercpu_time_millis: 0.49, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.471,
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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: 1280.6171, usercpu_time_millis: 0.485, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.464,
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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: 1286.2563, usercpu_time_millis: 0.423, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.5394, kb_relative_information_score: 2568.304, mean_absolute_error: 0.3778, 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: 0.8563, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4149, root_relative_squared_error: 0.8833, scimark_benchmark: 1295.5498, usercpu_time_millis: 0.574, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 0.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.5394, kb_relative_information_score: 667.6483, mean_absolute_error: 0.4253, 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: 0.964, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9663, scimark_benchmark: 1287.5871, usercpu_time_millis: 0.485, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.421,
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: 1294.1637, usercpu_time_millis: 0.43, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.366,
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: 1294.4778, usercpu_time_millis: 0.456, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.397,
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: 1281.3054, usercpu_time_millis: 0.436, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.8518, kappa: 0.6659, kb_relative_information_score: 6050.8686, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8528, predictive_accuracy: 0.8511, prior_entropy: 0.9135, recall: 0.8511, relative_absolute_error: 0.6296, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.7668, scimark_benchmark: 1303.5827, usercpu_time_millis: 0.667, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 0.415,
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: 1296.5417, usercpu_time_millis: 1.65, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 1.344,
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: 1283.2621, usercpu_time_millis: 0.831, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 0.672,
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: 1306.7604, usercpu_time_millis: 0.49, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.8522, kappa: 0.6666, kb_relative_information_score: 5909.6312, mean_absolute_error: 0.2822, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8531, predictive_accuracy: 0.8515, prior_entropy: 0.9135, recall: 0.8515, relative_absolute_error: 0.6396, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.7697, scimark_benchmark: 1309.6988, usercpu_time_millis: 0.577, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 0.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8505, kappa: 0.6623, kb_relative_information_score: 5898.0884, mean_absolute_error: 0.2825, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8511, predictive_accuracy: 0.85, prior_entropy: 0.9135, recall: 0.85, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.7706, scimark_benchmark: 1281.4308, usercpu_time_millis: 0.782, usercpu_time_millis_testing: 0.228, usercpu_time_millis_training: 0.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.851, kappa: 0.6627, kb_relative_information_score: 5588.2465, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8512, predictive_accuracy: 0.8508, prior_entropy: 0.9135, recall: 0.8508, relative_absolute_error: 0.6617, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7782, scimark_benchmark: 1288.0399, usercpu_time_millis: 1.189, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 0.849,
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: 1282.7149, usercpu_time_millis: 0.599, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 0.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8868, f_measure: 0.8519, kappa: 0.6664, kb_relative_information_score: 6114.9585, mean_absolute_error: 0.2758, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8531, predictive_accuracy: 0.8511, prior_entropy: 0.9135, recall: 0.8511, relative_absolute_error: 0.6251, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.7652, scimark_benchmark: 1285.8064, usercpu_time_millis: 0.787, usercpu_time_millis_testing: 0.231, usercpu_time_millis_training: 0.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8556, kappa: 0.6738, kb_relative_information_score: 5385.2121, mean_absolute_error: 0.2982, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8561, predictive_accuracy: 0.8552, prior_entropy: 0.9135, recall: 0.8552, relative_absolute_error: 0.6758, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.7828, scimark_benchmark: 1313.4576, usercpu_time_millis: 0.66, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 0.347,
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: 1312.2906, usercpu_time_millis: 0.449, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.5394, kb_relative_information_score: 1368.2438, mean_absolute_error: 0.4075, 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: 0.9235, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9335, scimark_benchmark: 1313.1249, usercpu_time_millis: 0.417, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.356,
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: 1305.1983, usercpu_time_millis: 1.4, usercpu_time_millis_testing: 0.218, usercpu_time_millis_training: 1.182,
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: 1289.7828, usercpu_time_millis: 0.762, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.69,
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: 1310.6299, usercpu_time_millis: 0.472, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.412,
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: 1283.8116, usercpu_time_millis: 1.531, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 1.231,
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: 1283.4686, usercpu_time_millis: 0.969, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 0.776,
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: 1293.0549, usercpu_time_millis: 0.496, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 0.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.8264, kappa: 0.5993, kb_relative_information_score: 4558.3128, mean_absolute_error: 0.322, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.828, predictive_accuracy: 0.8309, prior_entropy: 0.9135, recall: 0.8309, relative_absolute_error: 0.7297, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3807, root_relative_squared_error: 0.8105, scimark_benchmark: 1310.3159, usercpu_time_millis: 0.549, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 0.274,
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: 1306.8607, usercpu_time_millis: 0.568, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.8484, kappa: 0.6565, kb_relative_information_score: 5601.2805, mean_absolute_error: 0.2915, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8484, predictive_accuracy: 0.8484, prior_entropy: 0.9135, recall: 0.8484, relative_absolute_error: 0.6606, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7781, scimark_benchmark: 1306.228, usercpu_time_millis: 0.807, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.445,
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: 1296.0685, usercpu_time_millis: 0.361, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9512, kappa: 0.8879, kb_relative_information_score: 12895.3428, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9537, predictive_accuracy: 0.952, prior_entropy: 0.9135, recall: 0.952, relative_absolute_error: 0.1827, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.4112, scimark_benchmark: 1283.671, usercpu_time_millis: 354.819, usercpu_time_millis_testing: 13.71, usercpu_time_millis_training: 341.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.9325, kappa: 0.8439, kb_relative_information_score: 12148.3904, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9402, predictive_accuracy: 0.9346, prior_entropy: 0.9135, recall: 0.9346, relative_absolute_error: 0.2352, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.4731, scimark_benchmark: 1284.4923, usercpu_time_millis: 262.355, usercpu_time_millis_testing: 15.67, usercpu_time_millis_training: 246.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9497, kappa: 0.8843, kb_relative_information_score: 12850.574, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9523, predictive_accuracy: 0.9505, prior_entropy: 0.9135, recall: 0.9505, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4168, scimark_benchmark: 1286.6835, usercpu_time_millis: 212.488, usercpu_time_millis_testing: 7.626, usercpu_time_millis_training: 204.862,

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