OpenML
Supervised Classification on monks-problems-2

Supervised Classification on monks-problems-2

Task 146065 Supervised Classification monks-problems-2 261942 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1309.711, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1320.1076, usercpu_time_millis: 0.085, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1290.5251, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1276.9632, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1301.5718, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1317.2117, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1281.5769, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1266.5699, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1268.3351, usercpu_time_millis: 0.156, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1294.0454, usercpu_time_millis: 0.155, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1307.1186, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1313.1019, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1285.7684, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1313.9835, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1305.2876, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1282.2688, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1280.3247, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1304.7615, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1271.9338, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1301.7314, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1282.7856, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1277.0842, usercpu_time_millis: 0.235, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 0.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1296.2905, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1298.0366, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7349, f_measure: 0.7128, kappa: 0.3466, kb_relative_information_score: 141.5523, mean_absolute_error: 0.3466, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.736, predictive_accuracy: 0.7388, prior_entropy: 0.9279, recall: 0.7388, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4231, root_relative_squared_error: 0.8913, scimark_benchmark: 1296.1003, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1296.2945, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1310.1492, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1303.1559, usercpu_time_millis: 0.086, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1303.4846, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1305.1522, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1305.8394, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1292.0318, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1282.8523, usercpu_time_millis: 0.191, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1290.3107, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5213, kb_relative_information_score: 0.1232, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4746, root_relative_squared_error: 1, scimark_benchmark: 1305.7678, usercpu_time_millis: 0.136, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.083,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8029, f_measure: 0.5213, kb_relative_information_score: 37.3161, mean_absolute_error: 0.4261, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9454, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4515, root_relative_squared_error: 0.9513, scimark_benchmark: 1303.4814, usercpu_time_millis: 2.481, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 2.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8176, f_measure: 0.6235, kappa: 0.1796, kb_relative_information_score: 72.1134, mean_absolute_error: 0.4009, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.786, predictive_accuracy: 0.7055, prior_entropy: 0.9279, recall: 0.7055, relative_absolute_error: 0.8895, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4305, root_relative_squared_error: 0.9071, scimark_benchmark: 1275.0198, usercpu_time_millis: 6.984, usercpu_time_millis_testing: 0.833, usercpu_time_millis_training: 6.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9717, kappa: 0.9371, kb_relative_information_score: 447.9039, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9717, predictive_accuracy: 0.9717, prior_entropy: 0.9279, recall: 0.9717, relative_absolute_error: 0.3062, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.3937, scimark_benchmark: 1302.0814, usercpu_time_millis: 7.232, usercpu_time_millis_testing: 0.737, usercpu_time_millis_training: 6.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.5213, kb_relative_information_score: 75.4503, mean_absolute_error: 0.4055, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.8997, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.91, scimark_benchmark: 1278.6272, usercpu_time_millis: 6.582, usercpu_time_millis_testing: 1.131, usercpu_time_millis_training: 5.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9269, f_measure: 0.5213, kb_relative_information_score: 76.5599, mean_absolute_error: 0.4054, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4313, root_relative_squared_error: 0.9088, scimark_benchmark: 1299.9505, usercpu_time_millis: 7.276, usercpu_time_millis_testing: 1.007, usercpu_time_millis_training: 6.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8048, f_measure: 0.5213, kb_relative_information_score: 43.4186, mean_absolute_error: 0.4219, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9362, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.448, root_relative_squared_error: 0.944, scimark_benchmark: 1300.8523, usercpu_time_millis: 12.941, usercpu_time_millis_testing: 1.591, usercpu_time_millis_training: 11.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8776, f_measure: 0.5213, kb_relative_information_score: 64.7621, mean_absolute_error: 0.4105, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9108, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.437, root_relative_squared_error: 0.9207, scimark_benchmark: 1289.1299, usercpu_time_millis: 10.758, usercpu_time_millis_testing: 1.252, usercpu_time_millis_training: 9.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.8669, kappa: 0.6976, kb_relative_information_score: 187.4733, mean_absolute_error: 0.3307, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8841, predictive_accuracy: 0.8735, prior_entropy: 0.9279, recall: 0.8735, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.7751, scimark_benchmark: 1280.4039, usercpu_time_millis: 22.01, usercpu_time_millis_testing: 2.338, usercpu_time_millis_training: 19.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.7054, kappa: 0.3418, kb_relative_information_score: 109.0777, mean_absolute_error: 0.3781, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8157, predictive_accuracy: 0.7537, prior_entropy: 0.9279, recall: 0.7537, relative_absolute_error: 0.8388, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.8684, scimark_benchmark: 1300.0772, usercpu_time_millis: 6.932, usercpu_time_millis_testing: 0.781, usercpu_time_millis_training: 6.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.98, kappa: 0.9556, kb_relative_information_score: 417.7212, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 0.9279, recall: 0.98, relative_absolute_error: 0.3698, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.4292, scimark_benchmark: 1303.5943, usercpu_time_millis: 17.913, usercpu_time_millis_testing: 1.515, usercpu_time_millis_training: 16.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.7807, kappa: 0.5026, kb_relative_information_score: 133.0367, mean_absolute_error: 0.3645, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8438, predictive_accuracy: 0.8053, prior_entropy: 0.9279, recall: 0.8053, relative_absolute_error: 0.8086, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.839, scimark_benchmark: 1279.883, usercpu_time_millis: 4.549, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 4.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, f_measure: 0.5213, kb_relative_information_score: 36.7051, mean_absolute_error: 0.4256, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9443, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4514, root_relative_squared_error: 0.9511, scimark_benchmark: 1302.0345, usercpu_time_millis: 5.142, usercpu_time_millis_testing: 0.704, usercpu_time_millis_training: 4.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.887, kappa: 0.7436, kb_relative_information_score: 230.2249, mean_absolute_error: 0.303, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.901, predictive_accuracy: 0.8918, prior_entropy: 0.9279, recall: 0.8918, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7209, scimark_benchmark: 1299.3775, usercpu_time_millis: 7.002, usercpu_time_millis_testing: 0.755, usercpu_time_millis_training: 6.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8434, f_measure: 0.5213, kb_relative_information_score: 54.7204, mean_absolute_error: 0.4157, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9223, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.9317, scimark_benchmark: 1275.3044, usercpu_time_millis: 8.492, usercpu_time_millis_testing: 1.112, usercpu_time_millis_training: 7.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9409, kappa: 0.8672, kb_relative_information_score: 336.2629, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9432, predictive_accuracy: 0.9418, prior_entropy: 0.9279, recall: 0.9418, relative_absolute_error: 0.5024, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.2705, root_relative_squared_error: 0.5698, scimark_benchmark: 1290.9837, usercpu_time_millis: 14.431, usercpu_time_millis_testing: 1.482, usercpu_time_millis_training: 12.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9264, kappa: 0.8337, kb_relative_information_score: 267.628, mean_absolute_error: 0.279, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9338, predictive_accuracy: 0.9285, prior_entropy: 0.9279, recall: 0.9285, relative_absolute_error: 0.6189, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3168, root_relative_squared_error: 0.6674, scimark_benchmark: 1297.739, usercpu_time_millis: 13.929, usercpu_time_millis_testing: 1.645, usercpu_time_millis_training: 12.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9527, f_measure: 0.8745, kappa: 0.7149, kb_relative_information_score: 203.2197, mean_absolute_error: 0.3197, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8895, predictive_accuracy: 0.8802, prior_entropy: 0.9279, recall: 0.8802, relative_absolute_error: 0.7094, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3588, root_relative_squared_error: 0.7559, scimark_benchmark: 1274.9873, usercpu_time_millis: 14.945, usercpu_time_millis_testing: 1.676, usercpu_time_millis_training: 13.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9475, kappa: 0.8821, kb_relative_information_score: 305.6928, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9505, predictive_accuracy: 0.9484, prior_entropy: 0.9279, recall: 0.9484, relative_absolute_error: 0.5615, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.6112, scimark_benchmark: 1311.0271, usercpu_time_millis: 26.234, usercpu_time_millis_testing: 2.548, usercpu_time_millis_training: 23.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9561, kappa: 0.9015, kb_relative_information_score: 317.4504, mean_absolute_error: 0.2441, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9584, predictive_accuracy: 0.9567, prior_entropy: 0.9279, recall: 0.9567, relative_absolute_error: 0.5415, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.2826, root_relative_squared_error: 0.5954, scimark_benchmark: 1293.0875, usercpu_time_millis: 5.428, usercpu_time_millis_testing: 0.581, usercpu_time_millis_training: 4.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.899, f_measure: 0.5213, kb_relative_information_score: 66.7557, mean_absolute_error: 0.4103, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.9103, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4363, root_relative_squared_error: 0.9193, scimark_benchmark: 1282.3936, usercpu_time_millis: 15.293, usercpu_time_millis_testing: 1.725, usercpu_time_millis_training: 13.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.7793, kappa: 0.5, kb_relative_information_score: 145.9603, mean_absolute_error: 0.3593, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8498, predictive_accuracy: 0.8053, prior_entropy: 0.9279, recall: 0.8053, relative_absolute_error: 0.7971, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3924, root_relative_squared_error: 0.8268, scimark_benchmark: 1298.655, usercpu_time_millis: 17.318, usercpu_time_millis_testing: 2.013, usercpu_time_millis_training: 15.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9243, kappa: 0.8288, kb_relative_information_score: 248.6959, mean_absolute_error: 0.2957, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9341, predictive_accuracy: 0.9268, prior_entropy: 0.9279, recall: 0.9268, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.695, scimark_benchmark: 1278.2559, usercpu_time_millis: 20.069, usercpu_time_millis_testing: 2.49, usercpu_time_millis_training: 17.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9441, kappa: 0.8742, kb_relative_information_score: 309.8165, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9475, predictive_accuracy: 0.9451, prior_entropy: 0.9279, recall: 0.9451, relative_absolute_error: 0.5504, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.6084, scimark_benchmark: 1294.0566, usercpu_time_millis: 23.178, usercpu_time_millis_testing: 2.514, usercpu_time_millis_training: 20.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9751, kappa: 0.9448, kb_relative_information_score: 537.8008, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9752, predictive_accuracy: 0.975, prior_entropy: 0.9279, recall: 0.975, relative_absolute_error: 0.1138, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.2896, scimark_benchmark: 1276.8649, usercpu_time_millis: 2.32, usercpu_time_millis_testing: 0.229, usercpu_time_millis_training: 2.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9007, kappa: 0.7746, kb_relative_information_score: 227.5532, mean_absolute_error: 0.309, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9171, predictive_accuracy: 0.9052, prior_entropy: 0.9279, recall: 0.9052, relative_absolute_error: 0.6857, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3439, root_relative_squared_error: 0.7246, scimark_benchmark: 1279.0463, usercpu_time_millis: 4.631, usercpu_time_millis_testing: 0.546, usercpu_time_millis_training: 4.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.5213, kb_relative_information_score: 66.4734, mean_absolute_error: 0.4102, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.432, predictive_accuracy: 0.6572, prior_entropy: 0.9279, recall: 0.6572, relative_absolute_error: 0.91, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.4363, root_relative_squared_error: 0.9192, scimark_benchmark: 1277.305, usercpu_time_millis: 6.275, usercpu_time_millis_testing: 0.744, usercpu_time_millis_training: 5.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9784, kappa: 0.9519, kb_relative_information_score: 389.8129, mean_absolute_error: 0.1893, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9784, predictive_accuracy: 0.9784, prior_entropy: 0.9279, recall: 0.9784, relative_absolute_error: 0.4199, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.479, scimark_benchmark: 1272.0685, usercpu_time_millis: 25.626, usercpu_time_millis_testing: 2.144, usercpu_time_millis_training: 23.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9579, kappa: 0.9058, kb_relative_information_score: 329.4406, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.9592, predictive_accuracy: 0.9584, prior_entropy: 0.9279, recall: 0.9584, relative_absolute_error: 0.5221, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.2727, root_relative_squared_error: 0.5745, scimark_benchmark: 1313.2949, usercpu_time_millis: 13.293, usercpu_time_millis_testing: 1.192, usercpu_time_millis_training: 12.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.8318, kappa: 0.617, kb_relative_information_score: 173.745, mean_absolute_error: 0.3399, mean_prior_absolute_error: 0.4507, number_of_instances: 601, precision: 0.8706, predictive_accuracy: 0.8453, prior_entropy: 0.9279, recall: 0.8453, relative_absolute_error: 0.7542, root_mean_prior_squared_error: 0.4746, root_mean_squared_error: 0.3761, root_relative_squared_error: 0.7925, scimark_benchmark: 1316.3276, usercpu_time_millis: 2.227, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 1.972,

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

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From your own software

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

OpenML APIs