OpenML
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: 0.8902, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -968.2582, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9063, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.9139, scimark_benchmark: 1702.5367, usercpu_time_millis: 9.09, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 8.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.915, kappa: 0.1243, kb_relative_information_score: -41.6423, mean_absolute_error: 0.107, 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: 0.9019, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.9505, scimark_benchmark: 1726.2445, usercpu_time_millis: 10.978, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 10.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.92, kappa: 0.1822, kb_relative_information_score: -520.4318, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9228, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8183, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.8942, scimark_benchmark: 1744.0148, usercpu_time_millis: 8.105, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 7.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.9247, kappa: 0.2595, kb_relative_information_score: -29.588, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9218, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8182, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.9162, scimark_benchmark: 1805.6772, usercpu_time_millis: 45.402, usercpu_time_millis_testing: 0.617, usercpu_time_millis_training: 44.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9209, f_measure: 0.9328, kappa: 0.3443, kb_relative_information_score: -173.0871, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9328, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7073, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.8456, scimark_benchmark: 1762.0584, usercpu_time_millis: 8.097, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 7.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.9318, kappa: 0.3315, kb_relative_information_score: -368.7965, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9321, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7424, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.8652, scimark_benchmark: 1848.388, usercpu_time_millis: 9.855, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 9.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.922, kappa: 0.2116, kb_relative_information_score: -351.6201, mean_absolute_error: 0.0932, 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: 0.7862, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8823, scimark_benchmark: 1730.591, usercpu_time_millis: 9.471, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 9.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8439, f_measure: 0.9093, kappa: 0.0488, kb_relative_information_score: -304.3769, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9035, predictive_accuracy: 0.9357, prior_entropy: 0.3411, recall: 0.9357, relative_absolute_error: 0.9357, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.9692, scimark_benchmark: 1814.182, usercpu_time_millis: 23.604, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 23.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.9149, kappa: 0.1184, kb_relative_information_score: -658.6108, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9161, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8066, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.8857, scimark_benchmark: 1849.7595, usercpu_time_millis: 13.815, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 13.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.9295, kappa: 0.307, kb_relative_information_score: 27.0121, mean_absolute_error: 0.0914, 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: 0.7709, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.8864, scimark_benchmark: 1725.7822, usercpu_time_millis: 9.886, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 9.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.9122, kappa: 0.0815, kb_relative_information_score: -825.3708, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.914, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.858, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.226, root_relative_squared_error: 0.9293, scimark_benchmark: 1781.3194, usercpu_time_millis: 16.054, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 15.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, f_measure: 0.9247, kappa: 0.2521, kb_relative_information_score: -12.1424, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9233, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8387, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.9231, scimark_benchmark: 1803.1124, usercpu_time_millis: 43.772, usercpu_time_millis_testing: 0.742, usercpu_time_millis_training: 43.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8216, f_measure: 0.9063, kappa: 0.0075, kb_relative_information_score: -547.1156, mean_absolute_error: 0.1124, 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: 0.9474, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.9815, scimark_benchmark: 1763.8558, usercpu_time_millis: 16.039, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 15.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.9185, kappa: 0.1686, kb_relative_information_score: -326.5502, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9181, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8108, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.9101, scimark_benchmark: 1846.6923, usercpu_time_millis: 17.611, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 17.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.9363, kappa: 0.3905, kb_relative_information_score: -99.5519, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9353, predictive_accuracy: 0.9455, prior_entropy: 0.3411, recall: 0.9455, relative_absolute_error: 0.6923, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.8424, scimark_benchmark: 1856.5802, usercpu_time_millis: 7.93, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 7.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5031, f_measure: 0.9063, kb_relative_information_score: 4.1956, 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: 1768.7681, usercpu_time_millis: 51.273, usercpu_time_millis_testing: 0.782, usercpu_time_millis_training: 50.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8888, f_measure: 0.9146, kappa: 0.1171, kb_relative_information_score: -797.8378, mean_absolute_error: 0.0988, 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: 0.8329, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.9015, scimark_benchmark: 1849.8294, usercpu_time_millis: 166.928, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 166.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.9233, kappa: 0.2236, kb_relative_information_score: -435.1471, 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: 0.7984, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.8883, scimark_benchmark: 1755.1812, usercpu_time_millis: 10.486, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 10.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.9063, kb_relative_information_score: 1.3592, 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: 1810.8573, usercpu_time_millis: 50.785, usercpu_time_millis_testing: 0.794, usercpu_time_millis_training: 49.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.9137, kappa: 0.1122, kb_relative_information_score: -700.2043, mean_absolute_error: 0.0966, 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: 0.8144, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.8908, scimark_benchmark: 1816.2467, usercpu_time_millis: 18.263, usercpu_time_millis_testing: 0.139, usercpu_time_millis_training: 18.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.9146, kappa: 0.1171, kb_relative_information_score: -749.3354, mean_absolute_error: 0.0976, 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: 0.8232, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.8959, scimark_benchmark: 1855.4813, usercpu_time_millis: 45.107, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 44.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.9063, kb_relative_information_score: 1.1468, 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: 1858.6775, usercpu_time_millis: 48.428, usercpu_time_millis_testing: 0.744, usercpu_time_millis_training: 47.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.9295, kappa: 0.307, kb_relative_information_score: 32.3446, 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: 0.7699, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.886, scimark_benchmark: 1826.7373, usercpu_time_millis: 9.473, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 9.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8257, f_measure: 0.9072, kappa: 0.0188, kb_relative_information_score: -418.2, mean_absolute_error: 0.1105, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8963, predictive_accuracy: 0.9357, prior_entropy: 0.3411, recall: 0.9357, relative_absolute_error: 0.9314, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2351, root_relative_squared_error: 0.9665, scimark_benchmark: 1799.4451, usercpu_time_millis: 13.971, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 13.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8534, f_measure: 0.9137, kappa: 0.1009, kb_relative_information_score: -236.7278, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9161, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.9024, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.9526, scimark_benchmark: 1698.6287, usercpu_time_millis: 12.772, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 12.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -972.0877, 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: 0.2223, root_relative_squared_error: 0.9142, scimark_benchmark: 1789.4056, usercpu_time_millis: 8.273, usercpu_time_millis_testing: 0.142, usercpu_time_millis_training: 8.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.9154, kappa: 0.121, kb_relative_information_score: -739.0005, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9196, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8286, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.8917, scimark_benchmark: 1730.1903, usercpu_time_millis: 10.879, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 10.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -943.4183, mean_absolute_error: 0.1065, 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: 0.8983, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.9114, scimark_benchmark: 1791.3535, usercpu_time_millis: 8.066, usercpu_time_millis_testing: 0.139, usercpu_time_millis_training: 7.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5022, f_measure: 0.9063, kb_relative_information_score: 4.0091, 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: 1737.9509, usercpu_time_millis: 54.355, usercpu_time_millis_testing: 0.813, usercpu_time_millis_training: 53.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.915, kappa: 0.1135, kb_relative_information_score: -879.7589, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9223, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8594, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.9345, scimark_benchmark: 1846.6923, usercpu_time_millis: 16.562, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 16.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.9063, kb_relative_information_score: 2.9512, 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: 1, scimark_benchmark: 1735.1328, usercpu_time_millis: 53.07, usercpu_time_millis_testing: 0.797, usercpu_time_millis_training: 52.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8524, f_measure: 0.9128, kappa: 0.0907, kb_relative_information_score: -258.3012, 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: 0.906, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.9536, scimark_benchmark: 1801.3681, usercpu_time_millis: 11.224, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 11.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8394, f_measure: 0.9109, kappa: 0.0626, kb_relative_information_score: -187.8369, mean_absolute_error: 0.1094, 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: 0.9221, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.9594, scimark_benchmark: 1737.9101, usercpu_time_millis: 17.971, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 17.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5092, f_measure: 0.9063, kb_relative_information_score: 4.13, 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: 1079.8064, usercpu_time_millis: 93.471, usercpu_time_millis_testing: 1.444, usercpu_time_millis_training: 92.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.827, f_measure: 0.9075, kappa: 0.0272, kb_relative_information_score: -377.4653, 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: 0.9447, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2373, root_relative_squared_error: 0.9755, scimark_benchmark: 1846.6513, usercpu_time_millis: 25.748, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 25.488,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8259, f_measure: 0.9049, kappa: -0.0053, kb_relative_information_score: -503.052, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8775, predictive_accuracy: 0.9341, prior_entropy: 0.3411, recall: 0.9341, relative_absolute_error: 0.9414, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.975, scimark_benchmark: 1740.002, usercpu_time_millis: 15.672, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 15.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.9137, kappa: 0.1122, kb_relative_information_score: -699.2967, mean_absolute_error: 0.0966, 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: 0.8142, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.8907, scimark_benchmark: 1729.3292, usercpu_time_millis: 18.438, usercpu_time_millis_testing: 0.141, usercpu_time_millis_training: 18.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.851, f_measure: 0.912, kappa: 0.0804, kb_relative_information_score: -231.8959, mean_absolute_error: 0.1067, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9119, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8995, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9537, scimark_benchmark: 1844.2676, usercpu_time_millis: 11.245, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 11.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.9299, kappa: 0.3028, kb_relative_information_score: -484.7951, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7582, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2123, root_relative_squared_error: 0.8727, scimark_benchmark: 1849.9303, usercpu_time_millis: 10.195, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 10.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, f_measure: 0.9111, kappa: 0.0636, kb_relative_information_score: -857.2667, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9176, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.866, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.9038, scimark_benchmark: 1779.3529, usercpu_time_millis: 9.12, usercpu_time_millis_testing: 0.134, usercpu_time_millis_training: 8.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5302, f_measure: 0.9092, kappa: 0.0346, kb_relative_information_score: 50.9576, 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: 0.9798, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.241, root_relative_squared_error: 0.9908, scimark_benchmark: 1058.2542, usercpu_time_millis: 50.625, usercpu_time_millis_testing: 0.824, usercpu_time_millis_training: 49.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, f_measure: 0.9232, kappa: 0.2272, kb_relative_information_score: -420.8882, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9237, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.7976, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.8898, scimark_benchmark: 1721.2299, usercpu_time_millis: 10.898, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 10.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8911, f_measure: 0.9366, kappa: 0.3872, kb_relative_information_score: 121.4458, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9369, predictive_accuracy: 0.9467, prior_entropy: 0.3411, recall: 0.9467, relative_absolute_error: 0.6997, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.844, scimark_benchmark: 1846.6968, usercpu_time_millis: 9.992, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 9.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8923, f_measure: 0.9156, kappa: 0.1223, kb_relative_information_score: -759.4937, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9216, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8339, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.8931, scimark_benchmark: 1747.7201, usercpu_time_millis: 10.752, usercpu_time_millis_testing: 0.141, usercpu_time_millis_training: 10.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8885, f_measure: 0.9138, kappa: 0.1073, kb_relative_information_score: -802.8437, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9129, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8345, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9026, scimark_benchmark: 1747.6261, usercpu_time_millis: 311.177, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 311.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8723, f_measure: 0.92, kappa: 0.1867, kb_relative_information_score: -222.8069, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.802, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.9028, scimark_benchmark: 1818.8167, usercpu_time_millis: 14.947, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 14.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.9366, kappa: 0.3925, kb_relative_information_score: -92.5606, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9358, predictive_accuracy: 0.9459, prior_entropy: 0.3411, recall: 0.9459, relative_absolute_error: 0.692, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.842, scimark_benchmark: 1752.3871, usercpu_time_millis: 8.344, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 8.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8253, f_measure: 0.9063, kappa: 0.0075, kb_relative_information_score: -459.2742, mean_absolute_error: 0.1108, 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: 0.934, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.9708, scimark_benchmark: 1805.4975, usercpu_time_millis: 14.447, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 14.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.9146, kappa: 0.1171, kb_relative_information_score: -756.3703, mean_absolute_error: 0.0977, 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: 0.8241, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.8974, scimark_benchmark: 1746.6148, usercpu_time_millis: 66.785, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 66.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5022, f_measure: 0.9063, kb_relative_information_score: 3.9905, 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: 1808.5734, usercpu_time_millis: 53.304, usercpu_time_millis_testing: 0.786, usercpu_time_millis_training: 52.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.9142, kappa: 0.1146, kb_relative_information_score: -728.7045, mean_absolute_error: 0.0974, 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: 0.8208, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.8925, scimark_benchmark: 2021.9913, usercpu_time_millis: 23.79, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 23.669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.9128, kappa: 0.0907, kb_relative_information_score: -237.5445, mean_absolute_error: 0.1069, 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: 0.9009, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.9509, scimark_benchmark: 1853.9121, usercpu_time_millis: 11.349, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 11.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -976.63, 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: 0.9077, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9145, scimark_benchmark: 1815.2565, usercpu_time_millis: 8.163, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 8.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5202, f_measure: 0.9063, kb_relative_information_score: 4.4416, 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: 0.9967, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.9998, scimark_benchmark: 1807.7373, usercpu_time_millis: 51.202, usercpu_time_millis_testing: 0.729, usercpu_time_millis_training: 50.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.9213, kappa: 0.1988, kb_relative_information_score: -79.1701, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9238, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.8901, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.9448, scimark_benchmark: 1755.7874, usercpu_time_millis: 47.995, usercpu_time_millis_testing: 0.674, usercpu_time_millis_training: 47.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.9069, kappa: 0.01, kb_relative_information_score: -977.9719, 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: 1853.5297, usercpu_time_millis: 8.088, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 7.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.9345, kappa: 0.367, kb_relative_information_score: -116.6665, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9337, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.8432, scimark_benchmark: 1037.527, usercpu_time_millis: 14.548, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 14.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.915, kappa: 0.1243, kb_relative_information_score: -42.0654, mean_absolute_error: 0.107, 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: 0.9019, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.9505, scimark_benchmark: 1735.1328, usercpu_time_millis: 11.269, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 11.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6116, f_measure: 0.9092, kappa: 0.0346, kb_relative_information_score: 35.6125, mean_absolute_error: 0.116, 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: 0.9781, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.988, scimark_benchmark: 1857.6942, usercpu_time_millis: 45.69, usercpu_time_millis_testing: 0.663, usercpu_time_millis_training: 45.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.93, kappa: 0.2965, kb_relative_information_score: -342.9456, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9357, predictive_accuracy: 0.9451, prior_entropy: 0.3411, recall: 0.9451, relative_absolute_error: 0.7283, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.859, scimark_benchmark: 1761.9836, usercpu_time_millis: 7.085, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 6.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.9321, kappa: 0.3335, kb_relative_information_score: -192.3978, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9328, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7107, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.8462, scimark_benchmark: 1848.7304, usercpu_time_millis: 7.999, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 7.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8596, f_measure: 0.915, kappa: 0.1243, kb_relative_information_score: -41.7147, mean_absolute_error: 0.107, 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: 0.9018, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.9505, scimark_benchmark: 1028.9321, usercpu_time_millis: 18.967, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 18.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5062, f_measure: 0.9063, kb_relative_information_score: 4.063, 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: 1734.418, usercpu_time_millis: 56.314, usercpu_time_millis_testing: 0.837, usercpu_time_millis_training: 55.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5474, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: 18.8829, mean_absolute_error: 0.1172, 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: 0.988, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.9966, scimark_benchmark: 1852.9259, usercpu_time_millis: 48.955, usercpu_time_millis_testing: 0.664, usercpu_time_millis_training: 48.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8747, f_measure: 0.9215, kappa: 0.2045, kb_relative_information_score: -175.8004, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9226, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.7927, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.9031, scimark_benchmark: 1850.2875, usercpu_time_millis: 13.68, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 13.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.9205, kappa: 0.1898, kb_relative_information_score: -235.8683, mean_absolute_error: 0.095, 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: 0.8007, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9026, scimark_benchmark: 1839.5885, usercpu_time_millis: 14.986, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 14.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, f_measure: 0.915, kappa: 0.1135, kb_relative_information_score: -894.0165, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9223, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8604, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.9363, scimark_benchmark: 1766.6631, usercpu_time_millis: 16.882, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 16.717,

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