Task
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 145855 Supervised Classification ozone-level-8hr 90654 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, f_measure: 0.9146, kappa: 0.1171, kb_relative_information_score: -649.1404, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9146, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8056, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.8869, scimark_benchmark: 1811.8557, usercpu_time_millis: 15.109, usercpu_time_millis_testing: 0.142, usercpu_time_millis_training: 14.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8899, f_measure: 0.9234, kappa: 0.2324, kb_relative_information_score: -83.7968, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9229, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.776, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.8876, scimark_benchmark: 1797.1665, usercpu_time_millis: 11.67, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 11.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.9128, kappa: 0.0907, kb_relative_information_score: -248.09, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9141, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.9049, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9541, scimark_benchmark: 1798.3748, usercpu_time_millis: 11.056, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 10.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.9295, kappa: 0.307, kb_relative_information_score: 27.9576, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7712, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.8866, scimark_benchmark: 1799.4451, usercpu_time_millis: 9.836, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 9.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -898.7886, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8916, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.9102, scimark_benchmark: 1848.7762, usercpu_time_millis: 7.953, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 7.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.9168, kappa: 0.1393, kb_relative_information_score: -609.8811, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9208, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.7983, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.885, scimark_benchmark: 1737.4053, usercpu_time_millis: 13.114, usercpu_time_millis_testing: 0.145, usercpu_time_millis_training: 12.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.9379, kappa: 0.3984, kb_relative_information_score: 91.4101, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9389, predictive_accuracy: 0.9479, prior_entropy: 0.3411, recall: 0.9479, relative_absolute_error: 0.7074, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.206, root_relative_squared_error: 0.847, scimark_benchmark: 1781.2037, usercpu_time_millis: 11.592, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 11.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5021, f_measure: 0.9063, kb_relative_information_score: 3.6742, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9999, scimark_benchmark: 1721.7508, usercpu_time_millis: 53.147, usercpu_time_millis_testing: 0.804, usercpu_time_millis_training: 52.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.9142, kappa: 0.1146, kb_relative_information_score: -724.3017, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9119, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8196, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.8917, scimark_benchmark: 1854.9533, usercpu_time_millis: 24.313, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 24.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.9244, kappa: 0.2424, kb_relative_information_score: -547.3554, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9247, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.771, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.8777, scimark_benchmark: 1765.8631, usercpu_time_millis: 12.534, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 12.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -973.1808, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.9072, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9144, scimark_benchmark: 1792.1222, usercpu_time_millis: 8.599, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 8.456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8395, f_measure: 0.9077, kappa: 0.0281, kb_relative_information_score: -292.5419, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8975, predictive_accuracy: 0.9353, prior_entropy: 0.3411, recall: 0.9353, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2362, root_relative_squared_error: 0.9711, scimark_benchmark: 1855.0232, usercpu_time_millis: 23.028, usercpu_time_millis_testing: 0.238, usercpu_time_millis_training: 22.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.922, kappa: 0.2116, kb_relative_information_score: -431.784, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9227, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.7962, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.8889, scimark_benchmark: 1734.1533, usercpu_time_millis: 10.812, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 10.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8457, f_measure: 0.9145, kappa: 0.111, kb_relative_information_score: -710.9474, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9179, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8397, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.9187, scimark_benchmark: 1852.9259, usercpu_time_millis: 13.852, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 13.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.9128, kappa: 0.0907, kb_relative_information_score: -260.2218, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9141, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.9059, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.9535, scimark_benchmark: 1839.5885, usercpu_time_millis: 10.878, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 10.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -974.7882, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.9082, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9144, scimark_benchmark: 1853.0716, usercpu_time_millis: 7.996, usercpu_time_millis_testing: 0.135, usercpu_time_millis_training: 7.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5012, f_measure: 0.9063, kb_relative_information_score: 2.9694, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9999, scimark_benchmark: 1736.4936, usercpu_time_millis: 52.438, usercpu_time_millis_testing: 0.8, usercpu_time_millis_training: 51.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.9388, kappa: 0.4124, kb_relative_information_score: -193.909, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9389, predictive_accuracy: 0.9479, prior_entropy: 0.3411, recall: 0.9479, relative_absolute_error: 0.7097, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.8444, scimark_benchmark: 1799.4451, usercpu_time_millis: 7.16, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 7.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, f_measure: 0.9153, kappa: 0.1148, kb_relative_information_score: -895.7871, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9248, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.861, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.936, scimark_benchmark: 1812.7162, usercpu_time_millis: 16.814, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 16.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.503, f_measure: 0.9063, kb_relative_information_score: 4.188, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9999, scimark_benchmark: 1762.6866, usercpu_time_millis: 51.299, usercpu_time_millis_testing: 0.827, usercpu_time_millis_training: 50.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, f_measure: 0.9241, kappa: 0.2323, kb_relative_information_score: -393.0198, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9266, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.7947, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.8866, scimark_benchmark: 1763.6413, usercpu_time_millis: 9.229, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 9.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5577, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: 23.6841, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.9846, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.9936, scimark_benchmark: 1805.0364, usercpu_time_millis: 49.829, usercpu_time_millis_testing: 0.669, usercpu_time_millis_training: 49.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5022, f_measure: 0.9063, kb_relative_information_score: 4.0244, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9999, scimark_benchmark: 1764.5717, usercpu_time_millis: 53.317, usercpu_time_millis_testing: 0.8, usercpu_time_millis_training: 52.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5012, f_measure: 0.9063, kb_relative_information_score: 2.8764, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9999, scimark_benchmark: 1788.521, usercpu_time_millis: 50.562, usercpu_time_millis_testing: 0.773, usercpu_time_millis_training: 49.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5021, f_measure: 0.9063, kb_relative_information_score: 3.7709, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9999, scimark_benchmark: 1802.339, usercpu_time_millis: 52.35, usercpu_time_millis_testing: 0.774, usercpu_time_millis_training: 51.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5012, f_measure: 0.9063, kb_relative_information_score: 2.4996, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 51.526, usercpu_time_millis_testing: 0.77, usercpu_time_millis_training: 50.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.857, f_measure: 0.9252, kappa: 0.2629, kb_relative_information_score: 150.5062, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.923, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.7935, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.9009, scimark_benchmark: 1852.5406, usercpu_time_millis: 15.065, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 14.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.9168, kappa: 0.1393, kb_relative_information_score: -614.2753, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9208, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.7999, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.8848, scimark_benchmark: 1773.096, usercpu_time_millis: 12.427, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 12.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.9372, kappa: 0.4018, kb_relative_information_score: 255.3483, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.936, predictive_accuracy: 0.9459, prior_entropy: 0.3411, recall: 0.9459, relative_absolute_error: 0.7116, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.8481, scimark_benchmark: 1770.9434, usercpu_time_millis: 9.941, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 9.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -984.0273, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.9086, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9144, scimark_benchmark: 1809.9028, usercpu_time_millis: 8.408, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 8.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.9155, kappa: 0.1269, kb_relative_information_score: -738.0267, mean_absolute_error: 0.0975, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9162, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8216, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.895, scimark_benchmark: 1818.6124, usercpu_time_millis: 37.009, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 36.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.9171, kappa: 0.1462, kb_relative_information_score: -55.0048, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9191, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.913, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.9552, scimark_benchmark: 1891.0762, usercpu_time_millis: 44.361, usercpu_time_millis_testing: 0.617, usercpu_time_millis_training: 43.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -912.6342, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8951, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.9108, scimark_benchmark: 1808.2325, usercpu_time_millis: 7.951, usercpu_time_millis_testing: 0.139, usercpu_time_millis_training: 7.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6033, f_measure: 0.9092, kappa: 0.0346, kb_relative_information_score: 32.9706, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9419, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.9895, scimark_benchmark: 1755.403, usercpu_time_millis: 49.71, usercpu_time_millis_testing: 0.704, usercpu_time_millis_training: 49.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.9141, kappa: 0.1085, kb_relative_information_score: -781.8069, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9144, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8304, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.8986, scimark_benchmark: 1729.3297, usercpu_time_millis: 83.772, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 83.629,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, f_measure: 0.9233, kappa: 0.2236, kb_relative_information_score: -431.6167, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9257, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.7973, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.8883, scimark_benchmark: 1735.8026, usercpu_time_millis: 10.535, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 10.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8903, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -974.0307, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.9068, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.9136, scimark_benchmark: 1794.2897, usercpu_time_millis: 8.347, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 8.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.9097, kappa: 0.0438, kb_relative_information_score: -913.6921, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9211, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8831, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.9077, scimark_benchmark: 1733.3606, usercpu_time_millis: 9.457, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 9.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5022, f_measure: 0.9063, kb_relative_information_score: 4.0359, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9999, scimark_benchmark: 1769.2998, usercpu_time_millis: 51.975, usercpu_time_millis_testing: 0.774, usercpu_time_millis_training: 51.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5021, f_measure: 0.9063, kb_relative_information_score: 3.7056, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9999, scimark_benchmark: 1851.3287, usercpu_time_millis: 50.283, usercpu_time_millis_testing: 0.751, usercpu_time_millis_training: 49.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7722, f_measure: 0.9259, kappa: 0.2479, kb_relative_information_score: 171.6583, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.8237, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.221, root_relative_squared_error: 0.9085, scimark_benchmark: 1783.587, usercpu_time_millis: 7.925, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 7.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, f_measure: 0.9203, kappa: 0.1882, kb_relative_information_score: -228.9128, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9215, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8024, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.9029, scimark_benchmark: 1754.6748, usercpu_time_millis: 15.248, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 15.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.9141, kappa: 0.1085, kb_relative_information_score: -96.0848, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9144, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.233, root_relative_squared_error: 0.9581, scimark_benchmark: 1849.8294, usercpu_time_millis: 13.418, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 13.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.9233, kappa: 0.2236, kb_relative_information_score: -434.5668, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9257, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.7983, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.8882, scimark_benchmark: 1809.8548, usercpu_time_millis: 10.008, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 9.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.9137, kappa: 0.1122, kb_relative_information_score: -687.3497, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9357, prior_entropy: 0.3411, recall: 0.9357, relative_absolute_error: 0.8118, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.8883, scimark_benchmark: 1853.9121, usercpu_time_millis: 15.53, usercpu_time_millis_testing: 0.129, usercpu_time_millis_training: 15.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.9233, kappa: 0.2236, kb_relative_information_score: -430.4986, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9257, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.7971, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.8882, scimark_benchmark: 1818.0771, usercpu_time_millis: 10.185, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 10.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.9391, kappa: 0.4193, kb_relative_information_score: 67.3264, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9384, predictive_accuracy: 0.9475, prior_entropy: 0.3411, recall: 0.9475, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.8417, scimark_benchmark: 1771.7147, usercpu_time_millis: 9.033, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 8.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -999.9909, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.9107, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.9147, scimark_benchmark: 1751.9722, usercpu_time_millis: 8.249, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 8.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5011, f_measure: 0.9063, kb_relative_information_score: 1.0236, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9974, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1804.1778, usercpu_time_millis: 51.125, usercpu_time_millis_testing: 0.78, usercpu_time_millis_training: 50.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8877, f_measure: 0.9144, kappa: 0.1159, kb_relative_information_score: -785.266, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9132, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.9032, scimark_benchmark: 1843.8317, usercpu_time_millis: 186.145, usercpu_time_millis_testing: 0.122, usercpu_time_millis_training: 186.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.9298, kappa: 0.3089, kb_relative_information_score: -201.8802, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9298, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7132, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.8472, scimark_benchmark: 1749.3196, usercpu_time_millis: 8.313, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 8.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8265, f_measure: 0.9063, kappa: 0.0075, kb_relative_information_score: -422.1666, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8885, predictive_accuracy: 0.9353, prior_entropy: 0.3411, recall: 0.9353, relative_absolute_error: 0.9333, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.9679, scimark_benchmark: 1803.1596, usercpu_time_millis: 13.535, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 13.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.9338, kappa: 0.3536, kb_relative_information_score: -193.7576, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9342, predictive_accuracy: 0.9451, prior_entropy: 0.3411, recall: 0.9451, relative_absolute_error: 0.7271, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.86, scimark_benchmark: 1812.2548, usercpu_time_millis: 10.389, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 10.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, f_measure: 0.922, kappa: 0.2116, kb_relative_information_score: -342.4322, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9227, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.7902, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.8899, scimark_benchmark: 1847.3406, usercpu_time_millis: 8.783, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 8.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5174, f_measure: 0.9063, kb_relative_information_score: 6.3472, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2431, root_relative_squared_error: 0.9997, scimark_benchmark: 1709.5279, usercpu_time_millis: 55.265, usercpu_time_millis_testing: 0.833, usercpu_time_millis_training: 54.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.915, kappa: 0.1243, kb_relative_information_score: -39.6253, mean_absolute_error: 0.1069, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9135, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9012, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.9503, scimark_benchmark: 1846.2342, usercpu_time_millis: 10.41, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 10.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.9243, kappa: 0.234, kb_relative_information_score: -398.1918, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9277, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7901, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.8832, scimark_benchmark: 1845.181, usercpu_time_millis: 9.684, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 9.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5017, f_measure: 0.9063, kb_relative_information_score: 3.6936, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9999, scimark_benchmark: 1757.101, usercpu_time_millis: 29.918, usercpu_time_millis_testing: 0.483, usercpu_time_millis_training: 29.435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -984.6915, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.9089, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9145, scimark_benchmark: 1805.7654, usercpu_time_millis: 8.505, usercpu_time_millis_testing: 0.146, usercpu_time_millis_training: 8.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8268, f_measure: 0.9075, kappa: 0.0272, kb_relative_information_score: -376.5497, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8958, predictive_accuracy: 0.9349, prior_entropy: 0.3411, recall: 0.9349, relative_absolute_error: 0.9448, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2373, root_relative_squared_error: 0.9756, scimark_benchmark: 1817.8959, usercpu_time_millis: 26.006, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 25.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5039, f_measure: 0.9063, kb_relative_information_score: 4.1067, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9999, scimark_benchmark: 1844.7474, usercpu_time_millis: 53.705, usercpu_time_millis_testing: 0.793, usercpu_time_millis_training: 52.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8899, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -973.4229, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8991, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.9074, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9145, scimark_benchmark: 2016.6986, usercpu_time_millis: 7.53, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 7.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8041, f_measure: 0.9179, kappa: 0.1608, kb_relative_information_score: -66.0147, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.918, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.9123, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.9527, scimark_benchmark: 1740.6836, usercpu_time_millis: 48.8, usercpu_time_millis_testing: 0.706, usercpu_time_millis_training: 48.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.9295, kappa: 0.307, kb_relative_information_score: 31.6545, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7696, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.8873, scimark_benchmark: 1844.7928, usercpu_time_millis: 9.54, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 9.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.9203, kappa: 0.1882, kb_relative_information_score: -522.0733, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9215, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8087, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.8989, scimark_benchmark: 1806.2897, usercpu_time_millis: 11.575, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 11.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.9233, kappa: 0.2236, kb_relative_information_score: -426.5027, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9257, predictive_accuracy: 0.9408, prior_entropy: 0.3411, recall: 0.9408, relative_absolute_error: 0.795, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.888, scimark_benchmark: 1736.0543, usercpu_time_millis: 10.791, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 10.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.9216, kappa: 0.2004, kb_relative_information_score: -429.4731, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.925, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8016, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.89, scimark_benchmark: 1769.8223, usercpu_time_millis: 8.318, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 8.164,

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