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: 0.9004, f_measure: 0.9234, kappa: 0.2159, kb_relative_information_score: -863.2891, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.8043, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.8588, scimark_benchmark: 1805.3732, usercpu_time_millis: 4.356, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 4.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8361, f_measure: 0.9063, kb_relative_information_score: -1410.8594, mean_absolute_error: 0.1087, 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: 0.9167, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.9447, scimark_benchmark: 1830.2533, usercpu_time_millis: 4.212, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 4.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.9063, kb_relative_information_score: -1145.6678, mean_absolute_error: 0.1054, 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: 0.8887, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.9202, scimark_benchmark: 2132.695, usercpu_time_millis: 12.528, usercpu_time_millis_testing: 0.8, usercpu_time_millis_training: 11.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8199, f_measure: 0.9063, kb_relative_information_score: -1181.8742, mean_absolute_error: 0.1094, 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: 0.9221, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.231, root_relative_squared_error: 0.9499, scimark_benchmark: 1845.7835, usercpu_time_millis: 8.323, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 8.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.9249, kappa: 0.2374, kb_relative_information_score: -816.7124, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9301, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7935, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.8621, scimark_benchmark: 2117.276, usercpu_time_millis: 8.705, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 8.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8362, f_measure: 0.9063, kb_relative_information_score: -1371.5449, mean_absolute_error: 0.1084, 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: 0.914, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.9413, scimark_benchmark: 1842.1882, usercpu_time_millis: 4.305, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 4.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.9063, kb_relative_information_score: -1171.5126, mean_absolute_error: 0.1103, 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: 0.9301, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.9526, scimark_benchmark: 1846.4335, usercpu_time_millis: 3.578, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 3.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.9309, kappa: 0.3257, kb_relative_information_score: -756.9254, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9301, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.768, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.8704, scimark_benchmark: 1950.4327, usercpu_time_millis: 40.294, usercpu_time_millis_testing: 0.468, usercpu_time_millis_training: 39.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8255, f_measure: 0.9063, kb_relative_information_score: -1657.9417, mean_absolute_error: 0.1094, 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: 0.9225, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.9541, scimark_benchmark: 1845.7061, usercpu_time_millis: 35.844, usercpu_time_millis_testing: 0.827, usercpu_time_millis_training: 35.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.9063, kb_relative_information_score: -1344.1927, mean_absolute_error: 0.109, 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: 0.919, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.9478, scimark_benchmark: 1956.1935, usercpu_time_millis: 3.32, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 3.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -717.7566, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.816, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.87, scimark_benchmark: 1847.3406, usercpu_time_millis: 12.668, usercpu_time_millis_testing: 1.089, usercpu_time_millis_training: 11.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8852, f_measure: 0.9166, kappa: 0.1277, kb_relative_information_score: -1009.6681, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8445, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.8812, scimark_benchmark: 1851.4874, usercpu_time_millis: 19.663, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 19.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.9063, kb_relative_information_score: -886.3528, mean_absolute_error: 0.1022, 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: 0.8619, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.9008, scimark_benchmark: 1841.6688, usercpu_time_millis: 5.312, usercpu_time_millis_testing: 0.511, usercpu_time_millis_training: 4.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.9274, kappa: 0.265, kb_relative_information_score: -729.0046, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9338, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7809, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.8498, scimark_benchmark: 1728.4686, usercpu_time_millis: 100.673, usercpu_time_millis_testing: 1.598, usercpu_time_millis_training: 99.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.9216, kappa: 0.1961, kb_relative_information_score: -767.513, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.928, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.7899, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.8658, scimark_benchmark: 1724.4964, usercpu_time_millis: 85.539, usercpu_time_millis_testing: 0.888, usercpu_time_millis_training: 84.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.9274, kappa: 0.265, kb_relative_information_score: -808.3661, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9338, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7858, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.856, scimark_benchmark: 1733.7613, usercpu_time_millis: 50.522, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 50.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.9239, kappa: 0.2232, kb_relative_information_score: -749.2453, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9309, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7914, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8572, scimark_benchmark: 1733.3606, usercpu_time_millis: 54.254, usercpu_time_millis_testing: 0.745, usercpu_time_millis_training: 53.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.9242, kappa: 0.225, kb_relative_information_score: -754.4186, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9324, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7923, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.8645, scimark_benchmark: 1731.6389, usercpu_time_millis: 60.023, usercpu_time_millis_testing: 0.896, usercpu_time_millis_training: 59.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.9063, kb_relative_information_score: -1318.6914, mean_absolute_error: 0.1062, 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: 0.8957, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.226, root_relative_squared_error: 0.9292, scimark_benchmark: 1731.4735, usercpu_time_millis: 28.162, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 27.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8106, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1744.815, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.9286, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.9609, scimark_benchmark: 1906.6725, usercpu_time_millis: 29.589, usercpu_time_millis_testing: 0.576, usercpu_time_millis_training: 29.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, f_measure: 0.914, kappa: 0.0967, kb_relative_information_score: -1011.2201, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9281, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8471, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.8833, scimark_benchmark: 1716.5439, usercpu_time_millis: 46.382, usercpu_time_millis_testing: 1.094, usercpu_time_millis_training: 45.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.9271, kappa: 0.2707, kb_relative_information_score: -592.2481, mean_absolute_error: 0.0899, 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: 0.7581, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.8477, scimark_benchmark: 1736.4936, usercpu_time_millis: 14.282, usercpu_time_millis_testing: 0.604, usercpu_time_millis_training: 13.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.9063, kb_relative_information_score: -1371.4556, mean_absolute_error: 0.1087, 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: 0.9168, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2287, root_relative_squared_error: 0.9401, scimark_benchmark: 1736.1564, usercpu_time_millis: 15.909, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 15.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: 3.1387, 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: 0.9973, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1728.9285, usercpu_time_millis: 4.211, usercpu_time_millis_testing: 0.607, usercpu_time_millis_training: 3.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -1056.7236, mean_absolute_error: 0.1001, 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: 0.8438, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.8936, scimark_benchmark: 1725.6643, usercpu_time_millis: 14.906, usercpu_time_millis_testing: 0.135, usercpu_time_millis_training: 14.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.9059, kappa: -0.0016, kb_relative_information_score: -1188.6416, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9361, prior_entropy: 0.3411, recall: 0.9361, relative_absolute_error: 0.8564, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.225, root_relative_squared_error: 0.925, scimark_benchmark: 1721.5935, usercpu_time_millis: 36.382, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 36.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.9063, kb_relative_information_score: 3.7602, 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: 1, scimark_benchmark: 1916.1248, usercpu_time_millis: 3.344, usercpu_time_millis_testing: 0.491, usercpu_time_millis_training: 2.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -1057.2137, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8495, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.8958, scimark_benchmark: 1735.1328, usercpu_time_millis: 39.957, usercpu_time_millis_testing: 0.585, usercpu_time_millis_training: 39.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.9183, kappa: 0.1479, kb_relative_information_score: -777.9215, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9345, predictive_accuracy: 0.9412, prior_entropy: 0.3411, recall: 0.9412, relative_absolute_error: 0.8077, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.867, scimark_benchmark: 1724.8648, usercpu_time_millis: 9.288, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 9.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8456, f_measure: 0.9063, kb_relative_information_score: -1296.2764, mean_absolute_error: 0.1081, 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: 0.9115, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.9388, scimark_benchmark: 1736.0929, usercpu_time_millis: 9.912, usercpu_time_millis_testing: 0.594, usercpu_time_millis_training: 9.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.92, kappa: 0.1676, kb_relative_information_score: -702.0125, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7994, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8635, scimark_benchmark: 1939.9986, usercpu_time_millis: 20.386, usercpu_time_millis_testing: 0.987, usercpu_time_millis_training: 19.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.9286, kappa: 0.28, kb_relative_information_score: -857.6811, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9342, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.791, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.8606, scimark_benchmark: 1944.5557, usercpu_time_millis: 14.275, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 14.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.9063, kb_relative_information_score: -1174.6026, mean_absolute_error: 0.1086, 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: 0.9159, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.9397, scimark_benchmark: 1733.0105, usercpu_time_millis: 20.772, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 19.942,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -4.3358, mean_absolute_error: 0.1185, 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: 0.9987, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1733.299, usercpu_time_millis: 3.741, usercpu_time_millis_testing: 0.508, usercpu_time_millis_training: 3.233,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.9273, kappa: 0.2679, kb_relative_information_score: -715.4132, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9312, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7858, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8618, scimark_benchmark: 1856.4233, usercpu_time_millis: 6.026, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 5.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -1091.2788, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8641, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.9034, scimark_benchmark: 1865.4965, usercpu_time_millis: 6.926, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 6.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8383, f_measure: 0.9063, kb_relative_information_score: -1214.5206, mean_absolute_error: 0.1103, 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: 0.93, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.231, root_relative_squared_error: 0.9498, scimark_benchmark: 1850.1514, usercpu_time_millis: 6.404, usercpu_time_millis_testing: 0.645, usercpu_time_millis_training: 5.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8227, f_measure: 0.9063, kb_relative_information_score: -998.71, mean_absolute_error: 0.1114, 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: 0.9395, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2328, root_relative_squared_error: 0.9571, scimark_benchmark: 1864.7294, usercpu_time_millis: 1.435, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 1.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.9063, kb_relative_information_score: 4.2468, 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: 1, scimark_benchmark: 1873.5293, usercpu_time_millis: 3.226, usercpu_time_millis_testing: 0.539, usercpu_time_millis_training: 2.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: -2.5332, mean_absolute_error: 0.1184, 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: 0.9978, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1858.2326, usercpu_time_millis: 2.697, usercpu_time_millis_testing: 0.485, usercpu_time_millis_training: 2.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: 3.7371, 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: 1, scimark_benchmark: 1850.1514, usercpu_time_millis: 0.776, usercpu_time_millis_testing: 0.126, usercpu_time_millis_training: 0.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8029, f_measure: 0.9063, kb_relative_information_score: -1598.1947, mean_absolute_error: 0.1104, 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: 0.9306, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2339, root_relative_squared_error: 0.9618, scimark_benchmark: 1850.1514, usercpu_time_millis: 1.247, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 1.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8733, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -1095.7533, mean_absolute_error: 0.1037, 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: 0.8739, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.9093, scimark_benchmark: 1854.2898, usercpu_time_millis: 1.29, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 1.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.9063, kb_relative_information_score: -1235.1562, mean_absolute_error: 0.1053, 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: 0.8879, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.9175, scimark_benchmark: 1979.3642, usercpu_time_millis: 4.968, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 4.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.9063, kb_relative_information_score: -130.5593, mean_absolute_error: 0.1179, 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: 0.9944, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1.0001, scimark_benchmark: 1877.3377, usercpu_time_millis: 0.416, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.9264, kappa: 0.2625, kb_relative_information_score: -752.7215, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9282, predictive_accuracy: 0.942, prior_entropy: 0.3411, recall: 0.942, relative_absolute_error: 0.7765, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.8686, scimark_benchmark: 1846.385, usercpu_time_millis: 92.708, usercpu_time_millis_testing: 1.065, usercpu_time_millis_training: 91.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.9269, kappa: 0.2583, kb_relative_information_score: -738.9469, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9343, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7867, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.209, root_relative_squared_error: 0.8593, scimark_benchmark: 1829.8594, usercpu_time_millis: 80.35, usercpu_time_millis_testing: 1.06, usercpu_time_millis_training: 79.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -583.0244, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7666, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.8481, scimark_benchmark: 1869.7524, usercpu_time_millis: 31.918, usercpu_time_millis_testing: 1.522, usercpu_time_millis_training: 30.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8949, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -936.4617, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8352, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.214, root_relative_squared_error: 0.8801, scimark_benchmark: 1852.9397, usercpu_time_millis: 33.345, usercpu_time_millis_testing: 1.027, usercpu_time_millis_training: 32.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.917, f_measure: 0.9253, kappa: 0.2356, kb_relative_information_score: -642.3677, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9348, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7807, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.8465, scimark_benchmark: 1868.1832, usercpu_time_millis: 26.463, usercpu_time_millis_testing: 1.093, usercpu_time_millis_training: 25.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -651.717, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7931, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8525, scimark_benchmark: 1871.0879, usercpu_time_millis: 22.63, usercpu_time_millis_testing: 1.393, usercpu_time_millis_training: 21.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -772.5483, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7936, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.8546, scimark_benchmark: 1962.1524, usercpu_time_millis: 22.95, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 22.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.9281, kappa: 0.2735, kb_relative_information_score: -558.2666, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9346, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7641, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.8426, scimark_benchmark: 1869.6309, usercpu_time_millis: 15.897, usercpu_time_millis_testing: 0.864, usercpu_time_millis_training: 15.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -1092.3565, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.866, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.9022, scimark_benchmark: 1852.7446, usercpu_time_millis: 16.054, usercpu_time_millis_testing: 0.548, usercpu_time_millis_training: 15.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9141, f_measure: 0.9197, kappa: 0.1661, kb_relative_information_score: -635.2519, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9337, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.7958, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8567, scimark_benchmark: 1864.8991, usercpu_time_millis: 10.015, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 9.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9076, f_measure: 0.9149, kappa: 0.1071, kb_relative_information_score: -737.5314, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9297, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8185, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.8647, scimark_benchmark: 1869.1029, usercpu_time_millis: 13.631, usercpu_time_millis_testing: 1.319, usercpu_time_millis_training: 12.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.9266, kappa: 0.2482, kb_relative_information_score: -690.6867, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.939, predictive_accuracy: 0.9448, prior_entropy: 0.3411, recall: 0.9448, relative_absolute_error: 0.7925, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.207, root_relative_squared_error: 0.8511, scimark_benchmark: 1850.5475, usercpu_time_millis: 14.509, usercpu_time_millis_testing: 0.537, usercpu_time_millis_training: 13.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -957.1068, mean_absolute_error: 0.1014, 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: 0.8545, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.8966, scimark_benchmark: 1868.1832, usercpu_time_millis: 8.106, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 7.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.9063, kb_relative_information_score: -1097.2521, mean_absolute_error: 0.1089, 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: 0.918, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.945, scimark_benchmark: 1846.385, usercpu_time_millis: 11.03, usercpu_time_millis_testing: 0.773, usercpu_time_millis_training: 10.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.9227, kappa: 0.2026, kb_relative_information_score: -639.0959, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9351, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7941, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.8545, scimark_benchmark: 1863.3419, usercpu_time_millis: 3.708, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 3.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.9227, kappa: 0.2026, kb_relative_information_score: -717.5133, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9351, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7968, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8572, scimark_benchmark: 2037.0659, usercpu_time_millis: 2.634, usercpu_time_millis_testing: 0.139, usercpu_time_millis_training: 2.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1075.2778, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8786, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.9155, scimark_benchmark: 1852.9397, usercpu_time_millis: 6.74, usercpu_time_millis_testing: 0.523, usercpu_time_millis_training: 6.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.9063, kb_relative_information_score: -1118.7096, mean_absolute_error: 0.106, 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: 0.8935, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.9257, scimark_benchmark: 1869.1727, usercpu_time_millis: 3.147, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 2.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8888, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -943.9346, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8319, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.8851, scimark_benchmark: 1871.8506, usercpu_time_millis: 6.627, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 6.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9061, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -752.8624, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.83, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.8773, scimark_benchmark: 1870.5507, usercpu_time_millis: 1.483, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 1.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.9063, kb_relative_information_score: -1079.3002, mean_absolute_error: 0.1066, 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: 0.8987, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.9263, scimark_benchmark: 1833.5482, usercpu_time_millis: 5.037, usercpu_time_millis_testing: 0.561, usercpu_time_millis_training: 4.476,

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