OpenML
Supervised Classification on musk

Supervised Classification on musk

Task 3950 Supervised Classification musk 66544 runs submitted
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  • mythbusting_1 study_1 study_15 study_20 under100k
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1267.8909, usercpu_time_millis: 2.052, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 1.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9683, kappa: 0.8736, kb_relative_information_score: 3252.0334, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9707, predictive_accuracy: 0.9697, prior_entropy: 0.6204, recall: 0.9697, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.5729, scimark_benchmark: 1283.17, usercpu_time_millis: 121.967, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 121.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6282.3489, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0749, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.034, root_relative_squared_error: 0.0942, scimark_benchmark: 1265.548, usercpu_time_millis: 15.175, usercpu_time_millis_testing: 0.467, usercpu_time_millis_training: 14.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1247.2763, usercpu_time_millis: 2.373, usercpu_time_millis_testing: 0.443, usercpu_time_millis_training: 1.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8358, f_measure: 0.8952, kappa: 0.5534, kb_relative_information_score: -3942.5873, mean_absolute_error: 0.3019, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9195, predictive_accuracy: 0.911, prior_entropy: 0.6204, recall: 0.911, relative_absolute_error: 1.1574, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3723, root_relative_squared_error: 1.0311, scimark_benchmark: 1230.6294, usercpu_time_millis: 479.658, usercpu_time_millis_testing: 0.458, usercpu_time_millis_training: 479.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.7752, kb_relative_information_score: 4.074, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.361, root_relative_squared_error: 0.9998, scimark_benchmark: 1225.3183, usercpu_time_millis: 2.125, usercpu_time_millis_testing: 0.439, usercpu_time_millis_training: 1.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1283.7371, usercpu_time_millis: 2.117, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 1.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1280.0069, usercpu_time_millis: 1.998, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 1.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7752, kb_relative_information_score: -12482.9447, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 1.917, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.5, root_relative_squared_error: 1.3847, scimark_benchmark: 1279.529, usercpu_time_millis: 950.582, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 950.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6265.7963, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.079, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0362, root_relative_squared_error: 0.1003, scimark_benchmark: 1240.7728, usercpu_time_millis: 8.673, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 8.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1270.5201, usercpu_time_millis: 2.148, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 1.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1236.6906, usercpu_time_millis: 2.385, usercpu_time_millis_testing: 0.499, usercpu_time_millis_training: 1.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1240.4529, usercpu_time_millis: 2.196, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 1.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1282.4055, usercpu_time_millis: 1.986, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 1.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6505.3783, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0192, root_relative_squared_error: 0.0531, scimark_benchmark: 1288.588, usercpu_time_millis: 8.733, usercpu_time_millis_testing: 0.412, usercpu_time_millis_training: 8.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9505, kappa: 0.7987, kb_relative_information_score: 3930.8466, mean_absolute_error: 0.1346, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9563, predictive_accuracy: 0.9539, prior_entropy: 0.6204, recall: 0.9539, relative_absolute_error: 0.5159, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.5513, scimark_benchmark: 1288.9762, usercpu_time_millis: 2.785, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 2.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1249.3696, usercpu_time_millis: 2.365, usercpu_time_millis_testing: 0.474, usercpu_time_millis_training: 1.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1243.2969, usercpu_time_millis: 2.201, usercpu_time_millis_testing: 0.459, usercpu_time_millis_training: 1.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1280.47, usercpu_time_millis: 1.897, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 1.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1283.0887, usercpu_time_millis: 1.816, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 1.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1227.9569, usercpu_time_millis: 1.895, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 1.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1259.0026, usercpu_time_millis: 2.259, usercpu_time_millis_testing: 0.522, usercpu_time_millis_training: 1.737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1272.0829, usercpu_time_millis: 2.048, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 1.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6247.2988, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0833, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1059, scimark_benchmark: 1251.0593, usercpu_time_millis: 5.808, usercpu_time_millis_testing: 0.491, usercpu_time_millis_training: 5.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9957, kappa: 0.9835, kb_relative_information_score: 4850.552, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 0.6204, recall: 0.9958, relative_absolute_error: 0.3742, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.3993, scimark_benchmark: 1278.4106, usercpu_time_millis: 5.991, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 5.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1284.2838, usercpu_time_millis: 1.887, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 1.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.967, kappa: 0.8681, kb_relative_information_score: 3146.7592, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9696, predictive_accuracy: 0.9685, prior_entropy: 0.6204, recall: 0.9685, relative_absolute_error: 0.5121, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.5837, scimark_benchmark: 1275.5975, usercpu_time_millis: 135.605, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 135.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6357.0799, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0572, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0283, root_relative_squared_error: 0.0784, scimark_benchmark: 1281.7766, usercpu_time_millis: 14.807, usercpu_time_millis_testing: 0.439, usercpu_time_millis_training: 14.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6343.3579, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0601, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.029, root_relative_squared_error: 0.0803, scimark_benchmark: 1285.2653, usercpu_time_millis: 14.85, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 14.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6415.0597, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0245, root_relative_squared_error: 0.0679, scimark_benchmark: 1276.8465, usercpu_time_millis: 8.461, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 8.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 5367.6971, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.2953, scimark_benchmark: 1282.2568, usercpu_time_millis: 6.612, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 6.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1236.956, usercpu_time_millis: 2.272, usercpu_time_millis_testing: 0.443, usercpu_time_millis_training: 1.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1245.7713, usercpu_time_millis: 2.367, usercpu_time_millis_testing: 0.465, usercpu_time_millis_training: 1.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1269.856, usercpu_time_millis: 1.861, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 1.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9783, kappa: 0.9144, kb_relative_information_score: 4716.7619, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9794, predictive_accuracy: 0.9789, prior_entropy: 0.6204, recall: 0.9789, relative_absolute_error: 0.3873, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.4326, scimark_benchmark: 1278.2366, usercpu_time_millis: 2.938, usercpu_time_millis_testing: 0.401, usercpu_time_millis_training: 2.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6181.7972, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0988, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.1199, scimark_benchmark: 1222.8228, usercpu_time_millis: 9.13, usercpu_time_millis_testing: 0.465, usercpu_time_millis_training: 8.665,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.7752, kb_relative_information_score: 1629.1187, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.813, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.824, scimark_benchmark: 1210.9675, usercpu_time_millis: 2.685, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 2.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.8073, kappa: 0.147, kb_relative_information_score: 1681.6302, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.88, predictive_accuracy: 0.8601, prior_entropy: 0.6204, recall: 0.8601, relative_absolute_error: 0.8199, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.8343, scimark_benchmark: 1282.6969, usercpu_time_millis: 2.145, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 1.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1276.5771, usercpu_time_millis: 2.04, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 1.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6314.9252, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0672, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0333, root_relative_squared_error: 0.0922, scimark_benchmark: 1238.3543, usercpu_time_millis: 4.891, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 4.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9676, kappa: 0.8708, kb_relative_information_score: 2331.8771, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9702, predictive_accuracy: 0.9691, prior_entropy: 0.6204, recall: 0.9691, relative_absolute_error: 0.4898, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.6347, scimark_benchmark: 1277.2147, usercpu_time_millis: 607.188, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 606.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1228.07, usercpu_time_millis: 1.938, usercpu_time_millis_testing: 0.403, usercpu_time_millis_training: 1.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1277.6423, usercpu_time_millis: 2.159, usercpu_time_millis_testing: 0.455, usercpu_time_millis_training: 1.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1278.3629, usercpu_time_millis: 2.152, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 1.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1229.1111, usercpu_time_millis: 2.1, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 1.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1280.1061, usercpu_time_millis: 2.366, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 1.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1273.4159, usercpu_time_millis: 2.207, usercpu_time_millis_testing: 0.433, usercpu_time_millis_training: 1.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.8935, kappa: 0.5454, kb_relative_information_score: 3103.9931, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9185, predictive_accuracy: 0.9098, prior_entropy: 0.6204, recall: 0.9098, relative_absolute_error: 0.6394, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2384, root_relative_squared_error: 0.6602, scimark_benchmark: 1279.5802, usercpu_time_millis: 3.776, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 3.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1215.8073, usercpu_time_millis: 2.023, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 1.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6437.7223, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0377, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0228, root_relative_squared_error: 0.063, scimark_benchmark: 1252.6284, usercpu_time_millis: 9.537, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 9.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6296.5677, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0715, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0347, root_relative_squared_error: 0.0962, scimark_benchmark: 1277.9514, usercpu_time_millis: 4.878, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 4.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1237.1767, usercpu_time_millis: 1.933, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 1.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.7789, kappa: 0.0165, kb_relative_information_score: 2086.9486, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8707, predictive_accuracy: 0.8474, prior_entropy: 0.6204, recall: 0.8474, relative_absolute_error: 0.7656, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.7793, scimark_benchmark: 1273.3424, usercpu_time_millis: 2.67, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 2.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1268.9755, usercpu_time_millis: 2.276, usercpu_time_millis_testing: 0.444, usercpu_time_millis_training: 1.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.8499, kappa: 0.3444, kb_relative_information_score: 2214.7393, mean_absolute_error: 0.1959, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8967, predictive_accuracy: 0.8824, prior_entropy: 0.6204, recall: 0.8824, relative_absolute_error: 0.7509, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.7732, scimark_benchmark: 1227.2019, usercpu_time_millis: 2.168, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 1.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8438, kappa: 0.3158, kb_relative_information_score: 2041.5934, mean_absolute_error: 0.2015, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8941, predictive_accuracy: 0.8789, prior_entropy: 0.6204, recall: 0.8789, relative_absolute_error: 0.7725, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.7935, scimark_benchmark: 1279.9279, usercpu_time_millis: 2.397, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 2.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1223.4277, usercpu_time_millis: 2.423, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 1.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6392.4232, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0487, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.026, root_relative_squared_error: 0.072, scimark_benchmark: 1229.0895, usercpu_time_millis: 11.727, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 11.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.7752, kb_relative_information_score: 166.5509, mean_absolute_error: 0.2575, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9871, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.9875, scimark_benchmark: 1226.7547, usercpu_time_millis: 2.328, usercpu_time_millis_testing: 0.444, usercpu_time_millis_training: 1.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.967, kappa: 0.8681, kb_relative_information_score: 2028.9787, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9696, predictive_accuracy: 0.9685, prior_entropy: 0.6204, recall: 0.9685, relative_absolute_error: 0.5541, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.6552, scimark_benchmark: 1238.3049, usercpu_time_millis: 550.672, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 550.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1279.04, usercpu_time_millis: 1.86, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 1.569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1273.7023, usercpu_time_millis: 1.98, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 1.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5129, f_measure: 0.7752, kb_relative_information_score: 1.857, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1270.9021, usercpu_time_millis: 2.053, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 1.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1283.6461, usercpu_time_millis: 1.876, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 1.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1276.9927, usercpu_time_millis: 2.922, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 2.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1229.4705, usercpu_time_millis: 2.675, usercpu_time_millis_testing: 0.526, usercpu_time_millis_training: 2.149,

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