OpenML
Supervised Classification on musk

Supervised Classification on musk

Task 3950 Supervised Classification musk 66544 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_1 study_15 study_20 under100k
Issue #Downvotes for this reason By


Metric:

66544 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, 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: 1244.8971, usercpu_time_millis: 2.557, usercpu_time_millis_testing: 0.551, usercpu_time_millis_training: 2.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9802, kappa: 0.9222, kb_relative_information_score: 4504.1482, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9812, predictive_accuracy: 0.9808, prior_entropy: 0.6204, recall: 0.9808, relative_absolute_error: 0.4299, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1657, root_relative_squared_error: 0.4588, scimark_benchmark: 1212.5026, usercpu_time_millis: 4.048, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 3.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9925, kappa: 0.9709, kb_relative_information_score: 5169.2772, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9926, predictive_accuracy: 0.9926, prior_entropy: 0.6204, recall: 0.9926, relative_absolute_error: 0.3088, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.124, root_relative_squared_error: 0.3434, scimark_benchmark: 1219.6569, usercpu_time_millis: 4.077, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 3.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6277.5619, mean_absolute_error: 0.0198, 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: 0.076, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0363, root_relative_squared_error: 0.1005, scimark_benchmark: 1267.0296, usercpu_time_millis: 5.005, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 4.615,
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: 1223.7903, usercpu_time_millis: 2.151, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 1.749,
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: 1267.6238, usercpu_time_millis: 1.942, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 1.566,
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: 1231.5607, usercpu_time_millis: 1.779, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 1.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, f_measure: 0.7752, kb_relative_information_score: 515.1547, mean_absolute_error: 0.249, 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: 0.9548, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3466, root_relative_squared_error: 0.9598, scimark_benchmark: 1259.9876, usercpu_time_millis: 2.022, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 1.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.9391, kappa: 0.7498, kb_relative_information_score: 2363.2528, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9478, predictive_accuracy: 0.9444, prior_entropy: 0.6204, recall: 0.9444, relative_absolute_error: 0.6344, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2444, root_relative_squared_error: 0.6768, scimark_benchmark: 1232.2359, usercpu_time_millis: 84.779, usercpu_time_millis_testing: 0.423, usercpu_time_millis_training: 84.356,
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: 1219.6376, usercpu_time_millis: 2.005, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 1.612,
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: 1276.1142, usercpu_time_millis: 1.951, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 1.563,
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: 1279.241, usercpu_time_millis: 2.022, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 1.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.7877, kappa: 0.0569, kb_relative_information_score: 1348.1083, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8734, predictive_accuracy: 0.8512, prior_entropy: 0.6204, recall: 0.8512, relative_absolute_error: 0.8624, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.8746, scimark_benchmark: 1263.4251, usercpu_time_millis: 1.904, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 1.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 5767.1772, mean_absolute_error: 0.0496, 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: 0.19, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0771, root_relative_squared_error: 0.2136, scimark_benchmark: 1236.2148, usercpu_time_millis: 6.281, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 5.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6387.8515, mean_absolute_error: 0.013, 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: 0.0498, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0269, root_relative_squared_error: 0.0744, scimark_benchmark: 1222.7019, usercpu_time_millis: 6.922, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 6.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8457, kappa: 0.3246, kb_relative_information_score: 1887.8868, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8949, predictive_accuracy: 0.88, prior_entropy: 0.6204, recall: 0.88, relative_absolute_error: 0.7835, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.294, root_relative_squared_error: 0.8142, scimark_benchmark: 1257.7753, usercpu_time_millis: 2.159, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 1.76,
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: 1267.131, usercpu_time_millis: 2.242, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 1.834,
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: 1221.9547, usercpu_time_millis: 2.305, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 1.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.8668, kappa: 0.4225, kb_relative_information_score: 2675.4459, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9045, predictive_accuracy: 0.8924, prior_entropy: 0.6204, recall: 0.8924, relative_absolute_error: 0.6952, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7191, scimark_benchmark: 1273.5216, usercpu_time_millis: 2.427, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 2.034,
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: 1263.037, usercpu_time_millis: 2.019, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 1.621,
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: 1233.0119, usercpu_time_millis: 1.873, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 1.585,
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: 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: 0.9989, 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: 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: 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: 0.9999, 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: 0.9997, 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: 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: 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: 6495.2551, mean_absolute_error: 0.0062, 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: 0.0236, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0198, root_relative_squared_error: 0.0549, scimark_benchmark: 1224.4302, usercpu_time_millis: 6.863, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 6.438,
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: 1276.8089, usercpu_time_millis: 1.843, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 1.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6506.4138, mean_absolute_error: 0.0054, 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: 0.0209, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.019, root_relative_squared_error: 0.0525, scimark_benchmark: 1282.6582, usercpu_time_millis: 10.607, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 10.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6507.8408, mean_absolute_error: 0.0053, 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: 0.0205, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0191, root_relative_squared_error: 0.0528, scimark_benchmark: 1257.0009, usercpu_time_millis: 8.171, usercpu_time_millis_testing: 0.465, usercpu_time_millis_training: 7.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6516.4211, mean_absolute_error: 0.0048, 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: 0.0184, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0188, root_relative_squared_error: 0.0521, scimark_benchmark: 1269.2977, usercpu_time_millis: 5.348, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 4.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6520.5397, mean_absolute_error: 0.0045, 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: 0.0174, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0187, root_relative_squared_error: 0.0517, scimark_benchmark: 1276.8283, usercpu_time_millis: 5.787, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 5.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6525.7689, mean_absolute_error: 0.0042, 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: 0.0161, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0184, root_relative_squared_error: 0.051, scimark_benchmark: 1221.7745, usercpu_time_millis: 7.266, usercpu_time_millis_testing: 0.499, usercpu_time_millis_training: 6.767,
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: 1282.587, usercpu_time_millis: 2.046, usercpu_time_millis_testing: 0.411, usercpu_time_millis_training: 1.635,
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: 1233.7756, usercpu_time_millis: 1.815, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 1.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9989, kappa: 0.9959, kb_relative_information_score: 5112.9152, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9989, predictive_accuracy: 0.9989, prior_entropy: 0.6204, recall: 0.9989, relative_absolute_error: 0.3248, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.126, root_relative_squared_error: 0.3491, scimark_benchmark: 1279.1943, usercpu_time_millis: 6.2, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 5.831,
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: 1228.4658, usercpu_time_millis: 2.147, usercpu_time_millis_testing: 0.422, usercpu_time_millis_training: 1.725,
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: 1265.9038, usercpu_time_millis: 1.992, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 1.582,
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: 1259.4367, usercpu_time_millis: 1.983, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 1.591,
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: 1275.2344, usercpu_time_millis: 1.732, usercpu_time_millis_testing: 0.251, usercpu_time_millis_training: 1.481,
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: 1269.7976, usercpu_time_millis: 1.889, usercpu_time_millis_testing: 0.379, usercpu_time_millis_training: 1.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9155, kappa: 0.6453, kb_relative_information_score: 3211.1479, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9317, predictive_accuracy: 0.9257, prior_entropy: 0.6204, recall: 0.9257, relative_absolute_error: 0.5937, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.6527, scimark_benchmark: 1268.8397, usercpu_time_millis: 2.283, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 1.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7994, f_measure: 0.8822, kappa: 0.4938, kb_relative_information_score: -5374.0738, mean_absolute_error: 0.3291, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9124, predictive_accuracy: 0.9022, prior_entropy: 0.6204, recall: 0.9022, relative_absolute_error: 1.2617, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3948, root_relative_squared_error: 1.0935, scimark_benchmark: 1225.6739, usercpu_time_millis: 914.84, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 914.409,
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: 1275.041, usercpu_time_millis: 1.924, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 1.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6410.3736, mean_absolute_error: 0.0116, 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: 0.0443, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.025, root_relative_squared_error: 0.0694, scimark_benchmark: 1264.9402, usercpu_time_millis: 7.561, usercpu_time_millis_testing: 0.457, usercpu_time_millis_training: 7.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 5652.1113, mean_absolute_error: 0.0557, 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: 0.2137, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.2371, scimark_benchmark: 1241.0443, usercpu_time_millis: 6.939, usercpu_time_millis_testing: 0.417, usercpu_time_millis_training: 6.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6358.0008, 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: 0.0569, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0292, root_relative_squared_error: 0.081, scimark_benchmark: 1252.2343, usercpu_time_millis: 6.109, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 5.719,
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: 1236.3956, usercpu_time_millis: 2.106, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 1.678,
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: 1279.3194, usercpu_time_millis: 1.917, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 1.519,
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: 1285.453, usercpu_time_millis: 2.043, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 1.643,
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: 1261.2018, usercpu_time_millis: 2.194, usercpu_time_millis_testing: 0.459, usercpu_time_millis_training: 1.735,
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: 1243.0341, usercpu_time_millis: 2.066, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 1.667,
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: 1274.5283, usercpu_time_millis: 1.931, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 1.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7274, f_measure: 0.8559, kappa: 0.3723, kb_relative_information_score: -7246.1363, mean_absolute_error: 0.3762, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8994, predictive_accuracy: 0.8859, prior_entropy: 0.6204, recall: 0.8859, relative_absolute_error: 1.4422, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.4258, root_relative_squared_error: 1.1793, scimark_benchmark: 1225.9207, usercpu_time_millis: 735.878, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 735.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 5915.9069, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.1866, scimark_benchmark: 1278.3733, usercpu_time_millis: 3.741, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 3.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6493.7792, mean_absolute_error: 0.0061, 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: 0.0233, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0187, root_relative_squared_error: 0.0517, scimark_benchmark: 1229.1365, usercpu_time_millis: 14.24, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 13.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6321.55, mean_absolute_error: 0.0171, 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: 0.0657, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0318, root_relative_squared_error: 0.088, scimark_benchmark: 1274.5511, usercpu_time_millis: 7.014, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 6.624,
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: 1273.257, usercpu_time_millis: 2.064, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 1.649,
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: 1271.7139, usercpu_time_millis: 1.954, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 1.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.7752, kb_relative_information_score: 1620.7188, mean_absolute_error: 0.2158, 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: 0.8275, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3027, root_relative_squared_error: 0.8383, scimark_benchmark: 1227.1187, usercpu_time_millis: 2.163, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 1.869,
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: 1221.3627, usercpu_time_millis: 1.911, usercpu_time_millis_testing: 0.401, usercpu_time_millis_training: 1.51,
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: 1223.6156, usercpu_time_millis: 2.047, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 1.661,
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: 1215.8965, usercpu_time_millis: 2.146, usercpu_time_millis_testing: 0.432, usercpu_time_millis_training: 1.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9676, kappa: 0.8708, kb_relative_information_score: 2440.3327, mean_absolute_error: 0.1213, 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: 0.4651, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.6285, scimark_benchmark: 1272.383, usercpu_time_millis: 484.173, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 483.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, f_measure: 0.7752, kb_relative_information_score: 503.9056, mean_absolute_error: 0.2494, 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: 0.9561, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.347, root_relative_squared_error: 0.9609, scimark_benchmark: 1216.152, usercpu_time_millis: 2.163, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 1.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.7898, kappa: 0.0664, kb_relative_information_score: 1202.1573, mean_absolute_error: 0.2294, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8741, predictive_accuracy: 0.8521, prior_entropy: 0.6204, recall: 0.8521, relative_absolute_error: 0.8794, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.322, root_relative_squared_error: 0.8918, scimark_benchmark: 1233.2882, usercpu_time_millis: 2.08, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 1.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6284.6739, mean_absolute_error: 0.0194, 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: 0.0744, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0353, root_relative_squared_error: 0.0978, scimark_benchmark: 1265.8574, usercpu_time_millis: 5.631, usercpu_time_millis_testing: 0.401, usercpu_time_millis_training: 5.23,
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: 1274.83, usercpu_time_millis: 1.922, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 1.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9683, kappa: 0.8736, kb_relative_information_score: 4280.2029, mean_absolute_error: 0.1212, 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: 0.4647, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.4982, scimark_benchmark: 1271.1814, usercpu_time_millis: 3.154, usercpu_time_millis_testing: 0.403, usercpu_time_millis_training: 2.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6526.465, mean_absolute_error: 0.0042, 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: 0.0159, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0184, root_relative_squared_error: 0.0509, scimark_benchmark: 1222.4018, usercpu_time_millis: 7.809, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 7.36,
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: 1273.737, usercpu_time_millis: 2.045, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 1.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6285.6424, mean_absolute_error: 0.0194, 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: 0.0743, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0346, root_relative_squared_error: 0.0958, scimark_benchmark: 1261.5496, usercpu_time_millis: 7.936, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 7.538,
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: 1274.5321, usercpu_time_millis: 2.006, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 1.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6373.7282, mean_absolute_error: 0.0139, 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: 0.0532, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0274, root_relative_squared_error: 0.0758, scimark_benchmark: 1237.0543, usercpu_time_millis: 11.925, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 11.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.843, kappa: 0.312, kb_relative_information_score: 1433.3888, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8937, predictive_accuracy: 0.8784, prior_entropy: 0.6204, recall: 0.8784, relative_absolute_error: 0.8482, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3135, root_relative_squared_error: 0.8681, scimark_benchmark: 1273.4341, usercpu_time_millis: 2.034, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 1.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6468.6905, mean_absolute_error: 0.0079, 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: 0.0301, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0211, root_relative_squared_error: 0.0584, scimark_benchmark: 1195.6249, usercpu_time_millis: 7.161, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 6.751,
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: 1273.1645, usercpu_time_millis: 2.064, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 1.648,
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: 1231.6003, usercpu_time_millis: 2.018, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 1.621,
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: 1278.5469, usercpu_time_millis: 2.083, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 1.634,
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: 1247.6252, usercpu_time_millis: 1.999, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 1.573,
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: 1278.7255, usercpu_time_millis: 1.744, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 1.374,
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: 1240.805, usercpu_time_millis: 1.975, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 1.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 5727.2941, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.1986, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.2227, scimark_benchmark: 1283.6472, usercpu_time_millis: 5.855, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 5.491,
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: 1267.3623, usercpu_time_millis: 2.418, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 1.998,
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: 1277.7636, usercpu_time_millis: 1.983, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 1.601,
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: 1282.8026, usercpu_time_millis: 1.909, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 1.505,
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: 1250.5002, usercpu_time_millis: 2.622, usercpu_time_millis_testing: 0.554, usercpu_time_millis_training: 2.068,
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: 1268.5237, usercpu_time_millis: 2.096, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 1.681,
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: 1275.8698, usercpu_time_millis: 2.021, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 1.629,
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: 1289.7419, usercpu_time_millis: 2.03, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 1.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6439.3317, mean_absolute_error: 0.0097, 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: 0.0373, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0233, root_relative_squared_error: 0.0644, scimark_benchmark: 1271.7836, usercpu_time_millis: 7.402, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 7.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9676, kappa: 0.8708, kb_relative_information_score: 2252.6296, mean_absolute_error: 0.1323, 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: 0.5074, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.6383, scimark_benchmark: 1248.1129, usercpu_time_millis: 724.325, usercpu_time_millis_testing: 0.406, usercpu_time_millis_training: 723.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6365.0858, mean_absolute_error: 0.0144, 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: 0.0553, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0281, root_relative_squared_error: 0.0778, scimark_benchmark: 1245.6957, usercpu_time_millis: 11.432, usercpu_time_millis_testing: 0.5, usercpu_time_millis_training: 10.932,
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: 1255.7354, usercpu_time_millis: 2.098, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 1.696,

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