Task
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 9967 Supervised Classification steel-plates-fault 142880 runs submitted
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  • OpenML100 study_123 study_14 study_50 study_7
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759, scimark_benchmark: 2137.1818, usercpu_time_millis: 7.074, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 6.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.5163, kb_relative_information_score: -1.1651, mean_absolute_error: 0.4532, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1854.2319, usercpu_time_millis: 0.826, usercpu_time_millis_testing: 0.139, usercpu_time_millis_training: 0.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.7623, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0021, root_relative_squared_error: 0.0044, scimark_benchmark: 1737.3915, usercpu_time_millis: 22.098, usercpu_time_millis_testing: 0.505, usercpu_time_millis_training: 21.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1911.6044, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.0555, scimark_benchmark: 1738.5115, usercpu_time_millis: 13.741, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 13.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9621, kappa: 0.9156, kb_relative_information_score: 1012.9566, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.963, predictive_accuracy: 0.9624, prior_entropy: 0.9313, recall: 0.9624, relative_absolute_error: 0.5475, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2872, root_relative_squared_error: 0.6035, scimark_benchmark: 1737.2159, usercpu_time_millis: 10.419, usercpu_time_millis_testing: 0.855, usercpu_time_millis_training: 9.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1769.9527, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1169, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0813, root_relative_squared_error: 0.1709, scimark_benchmark: 1733.6322, usercpu_time_millis: 6.914, usercpu_time_millis_testing: 0.238, usercpu_time_millis_training: 6.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1659.7455, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.9313, recall: 0.9969, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.119, root_relative_squared_error: 0.2501, scimark_benchmark: 1737.7751, usercpu_time_millis: 3.37, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 3.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1899.5507, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0321, root_relative_squared_error: 0.0674, scimark_benchmark: 1740.9908, usercpu_time_millis: 3.101, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 2.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1890.8462, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0354, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.032, root_relative_squared_error: 0.0673, scimark_benchmark: 1900.12, usercpu_time_millis: 7.526, usercpu_time_millis_testing: 0.229, usercpu_time_millis_training: 7.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.759, kappa: 0.5365, kb_relative_information_score: 669.4508, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8565, predictive_accuracy: 0.7553, prior_entropy: 0.9313, recall: 0.7553, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3759, root_relative_squared_error: 0.7898, scimark_benchmark: 1797.747, usercpu_time_millis: 3.32, usercpu_time_millis_testing: 0.134, usercpu_time_millis_training: 3.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1902.0546, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0271, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0314, root_relative_squared_error: 0.066, scimark_benchmark: 1735.2609, usercpu_time_millis: 2.039, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 1.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.5163, kb_relative_information_score: 0.0384, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1755.6065, usercpu_time_millis: 3.214, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 2.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.5163, kb_relative_information_score: 0.3504, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1801.5513, usercpu_time_millis: 2.002, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 1.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.34, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0046, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0088, root_relative_squared_error: 0.0185, scimark_benchmark: 1758.4679, usercpu_time_millis: 2.589, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 2.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5163, kb_relative_information_score: -0.7443, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1737.9328, usercpu_time_millis: 0.319, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9824, kappa: 0.9611, kb_relative_information_score: 1269.2245, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.4104, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.483, scimark_benchmark: 1738.2456, usercpu_time_millis: 28.025, usercpu_time_millis_testing: 2.133, usercpu_time_millis_training: 25.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9855, kappa: 0.968, kb_relative_information_score: 1356.141, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 0.9313, recall: 0.9856, relative_absolute_error: 0.3644, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.4339, scimark_benchmark: 1757.9037, usercpu_time_millis: 19.791, usercpu_time_millis_testing: 1.22, usercpu_time_millis_training: 18.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.992, kb_relative_information_score: 1683.8324, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9313, recall: 0.9964, relative_absolute_error: 0.1693, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.2399, scimark_benchmark: 1746.975, usercpu_time_millis: 24.622, usercpu_time_millis_testing: 1.426, usercpu_time_millis_training: 23.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9855, kappa: 0.968, kb_relative_information_score: 1338.33, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 0.9313, recall: 0.9856, relative_absolute_error: 0.3747, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.4427, scimark_benchmark: 1738.2713, usercpu_time_millis: 20.114, usercpu_time_millis_testing: 1.568, usercpu_time_millis_training: 18.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1915.1128, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0164, root_relative_squared_error: 0.0344, scimark_benchmark: 1721.592, usercpu_time_millis: 21.257, usercpu_time_millis_testing: 0.614, usercpu_time_millis_training: 20.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.984, kappa: 0.9647, kb_relative_information_score: 1241.9806, mean_absolute_error: 0.1955, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 0.9313, recall: 0.984, relative_absolute_error: 0.4315, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.4869, scimark_benchmark: 1813.8929, usercpu_time_millis: 14.722, usercpu_time_millis_testing: 1.025, usercpu_time_millis_training: 13.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.8123, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0041, root_relative_squared_error: 0.0085, scimark_benchmark: 1841.9711, usercpu_time_millis: 23.933, usercpu_time_millis_testing: 0.489, usercpu_time_millis_training: 23.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1918.5523, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0157, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0214, root_relative_squared_error: 0.045, scimark_benchmark: 1743.091, usercpu_time_millis: 18.788, usercpu_time_millis_testing: 0.517, usercpu_time_millis_training: 18.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1871.4207, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.048, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0467, root_relative_squared_error: 0.0981, scimark_benchmark: 1750.3868, usercpu_time_millis: 17.068, usercpu_time_millis_testing: 0.623, usercpu_time_millis_training: 16.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8541, kappa: 0.67, kb_relative_information_score: 674.9109, mean_absolute_error: 0.321, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8828, predictive_accuracy: 0.8635, prior_entropy: 0.9313, recall: 0.8635, relative_absolute_error: 0.7084, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3572, root_relative_squared_error: 0.7504, scimark_benchmark: 1756.5322, usercpu_time_millis: 6.34, usercpu_time_millis_testing: 0.719, usercpu_time_millis_training: 5.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9918, kappa: 0.9818, kb_relative_information_score: 1382.7336, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9918, predictive_accuracy: 0.9918, prior_entropy: 0.9313, recall: 0.9918, relative_absolute_error: 0.3526, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4116, scimark_benchmark: 1745.2091, usercpu_time_millis: 10.817, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 10.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1508.226, mean_absolute_error: 0.1251, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 0.9313, recall: 0.9923, relative_absolute_error: 0.276, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.35, scimark_benchmark: 1807.2221, usercpu_time_millis: 9.863, usercpu_time_millis_testing: 0.635, usercpu_time_millis_training: 9.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.879, kappa: 0.7267, kb_relative_information_score: 767.7738, mean_absolute_error: 0.3012, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8988, predictive_accuracy: 0.8851, prior_entropy: 0.9313, recall: 0.8851, relative_absolute_error: 0.6649, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3391, root_relative_squared_error: 0.7125, scimark_benchmark: 1746.975, usercpu_time_millis: 10.518, usercpu_time_millis_testing: 1.136, usercpu_time_millis_training: 9.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.9063, kappa: 0.7988, kb_relative_information_score: 651.5064, mean_absolute_error: 0.3087, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9163, predictive_accuracy: 0.9047, prior_entropy: 0.9313, recall: 0.9047, relative_absolute_error: 0.6815, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3632, root_relative_squared_error: 0.7632, scimark_benchmark: 1745.7661, usercpu_time_millis: 11.104, usercpu_time_millis_testing: 0.657, usercpu_time_millis_training: 10.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.0052, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0113, root_relative_squared_error: 0.0237, scimark_benchmark: 1708.6198, usercpu_time_millis: 8.764, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 8.569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.8156, kappa: 0.5834, kb_relative_information_score: 566.7434, mean_absolute_error: 0.3453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8628, predictive_accuracy: 0.832, prior_entropy: 0.9313, recall: 0.832, relative_absolute_error: 0.7623, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3764, root_relative_squared_error: 0.7909, scimark_benchmark: 1739.3857, usercpu_time_millis: 3.844, usercpu_time_millis_testing: 0.422, usercpu_time_millis_training: 3.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1912.8885, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0195, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.027, root_relative_squared_error: 0.0568, scimark_benchmark: 1739.8218, usercpu_time_millis: 11.347, usercpu_time_millis_testing: 0.256, usercpu_time_millis_training: 11.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1716.7423, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.2049, scimark_benchmark: 1740.0629, usercpu_time_millis: 14.075, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 13.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9695, kappa: 0.9323, kb_relative_information_score: 1181.848, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9697, predictive_accuracy: 0.9696, prior_entropy: 0.9313, recall: 0.9696, relative_absolute_error: 0.4591, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.25, root_relative_squared_error: 0.5253, scimark_benchmark: 1752.6607, usercpu_time_millis: 9.151, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 8.336,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1812.1114, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0888, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0668, root_relative_squared_error: 0.1403, scimark_benchmark: 1713.4936, usercpu_time_millis: 6.753, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 6.494,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.7613, kappa: 0.5391, kb_relative_information_score: 653.5897, mean_absolute_error: 0.2976, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.855, predictive_accuracy: 0.7573, prior_entropy: 0.9313, recall: 0.7573, relative_absolute_error: 0.657, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3761, root_relative_squared_error: 0.7903, scimark_benchmark: 1375.7125, usercpu_time_millis: 11.071, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 10.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5163, kb_relative_information_score: -0.8762, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1381.454, usercpu_time_millis: 0.703, usercpu_time_millis_testing: 0.118, usercpu_time_millis_training: 0.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9848, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0012, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0043, root_relative_squared_error: 0.0091, scimark_benchmark: 1374.2546, usercpu_time_millis: 16.089, usercpu_time_millis_testing: 0.513, usercpu_time_millis_training: 15.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.8645, kappa: 0.6939, kb_relative_information_score: 676.8138, mean_absolute_error: 0.3208, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8849, predictive_accuracy: 0.8717, prior_entropy: 0.9313, recall: 0.8717, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.7483, scimark_benchmark: 1381.4288, usercpu_time_millis: 2.525, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 2.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1743.3387, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.1928, scimark_benchmark: 1372.0675, usercpu_time_millis: 3.924, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 3.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1736.0104, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.1365, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0972, root_relative_squared_error: 0.2043, scimark_benchmark: 1375.7703, usercpu_time_millis: 14.316, usercpu_time_millis_testing: 0.679, usercpu_time_millis_training: 13.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1759.6928, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0874, root_relative_squared_error: 0.1837, scimark_benchmark: 1374.1333, usercpu_time_millis: 8.106, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 7.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.5163, kb_relative_information_score: 0.2437, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1378.3788, usercpu_time_millis: 2.318, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 1.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1908.419, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0228, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0269, root_relative_squared_error: 0.0566, scimark_benchmark: 1373.737, usercpu_time_millis: 16.157, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 15.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1920.1933, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0146, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.02, root_relative_squared_error: 0.042, scimark_benchmark: 1371.3985, usercpu_time_millis: 32.017, usercpu_time_millis_testing: 0.937, usercpu_time_millis_training: 31.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.304, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0014, root_relative_squared_error: 0.0029, scimark_benchmark: 1374.0196, usercpu_time_millis: 4.333, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 4.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9909, kb_relative_information_score: 1624.9162, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9313, recall: 0.9959, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1338, root_relative_squared_error: 0.281, scimark_benchmark: 1375.7455, usercpu_time_millis: 18.538, usercpu_time_millis_testing: 1.009, usercpu_time_millis_training: 17.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1865.7993, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0517, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0502, root_relative_squared_error: 0.1054, scimark_benchmark: 1387.2914, usercpu_time_millis: 27.579, usercpu_time_millis_testing: 0.932, usercpu_time_millis_training: 26.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.5163, kb_relative_information_score: 0.0253, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1373.5309, usercpu_time_millis: 1.021, usercpu_time_millis_testing: 0.202, usercpu_time_millis_training: 0.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.5163, kb_relative_information_score: -0.9129, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1378.4965, usercpu_time_millis: 0.656, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1790.5165, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1027, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.1602, scimark_benchmark: 1381.6541, usercpu_time_millis: 5.88, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 5.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9907, kappa: 0.9795, kb_relative_information_score: 1467.5134, mean_absolute_error: 0.1353, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9907, predictive_accuracy: 0.9907, prior_entropy: 0.9313, recall: 0.9907, relative_absolute_error: 0.2987, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.3766, scimark_benchmark: 1382.7662, usercpu_time_millis: 14.697, usercpu_time_millis_testing: 1.178, usercpu_time_millis_training: 13.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.759, kappa: 0.5365, kb_relative_information_score: 696.243, mean_absolute_error: 0.285, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8565, predictive_accuracy: 0.7553, prior_entropy: 0.9313, recall: 0.7553, relative_absolute_error: 0.629, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3751, root_relative_squared_error: 0.7882, scimark_benchmark: 1378.8284, usercpu_time_millis: 9.182, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 8.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.0622, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0012, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0024, root_relative_squared_error: 0.0051, scimark_benchmark: 1376.4079, usercpu_time_millis: 11.977, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 11.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1623.817, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.9313, recall: 0.9969, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.2717, scimark_benchmark: 1381.7214, usercpu_time_millis: 12.446, usercpu_time_millis_testing: 0.505, usercpu_time_millis_training: 11.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1920.0705, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0144, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0241, root_relative_squared_error: 0.0507, scimark_benchmark: 1376.5459, usercpu_time_millis: 15.622, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 15.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1923.1562, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0126, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0167, root_relative_squared_error: 0.0351, scimark_benchmark: 1374.1659, usercpu_time_millis: 32.093, usercpu_time_millis_testing: 0.584, usercpu_time_millis_training: 31.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.5163, kb_relative_information_score: -0.7866, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1380.0687, usercpu_time_millis: 1.248, usercpu_time_millis_testing: 0.454, usercpu_time_millis_training: 0.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9762, kappa: 0.9473, kb_relative_information_score: 1098.5446, mean_absolute_error: 0.2293, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9764, predictive_accuracy: 0.9763, prior_entropy: 0.9313, recall: 0.9763, relative_absolute_error: 0.5062, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2672, root_relative_squared_error: 0.5614, scimark_benchmark: 1379.3622, usercpu_time_millis: 9.42, usercpu_time_millis_testing: 0.67, usercpu_time_millis_training: 8.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9955, kb_relative_information_score: 1760.0805, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.9313, recall: 0.9979, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.1887, scimark_benchmark: 1388.5512, usercpu_time_millis: 6.318, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 6.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.8607, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0229, scimark_benchmark: 1383.5817, usercpu_time_millis: 16.822, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 16.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9871, kappa: 0.9715, kb_relative_information_score: 1426.5984, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9871, predictive_accuracy: 0.9871, prior_entropy: 0.9313, recall: 0.9871, relative_absolute_error: 0.3243, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.3947, scimark_benchmark: 1376.7749, usercpu_time_millis: 17.786, usercpu_time_millis_testing: 1.088, usercpu_time_millis_training: 16.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9647, kappa: 0.9214, kb_relative_information_score: 1082.7765, mean_absolute_error: 0.2307, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9656, predictive_accuracy: 0.965, prior_entropy: 0.9313, recall: 0.965, relative_absolute_error: 0.5093, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2728, root_relative_squared_error: 0.5732, scimark_benchmark: 1379.3961, usercpu_time_millis: 4.5, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 4.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1693.1552, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.1653, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1079, root_relative_squared_error: 0.2268, scimark_benchmark: 1377.8875, usercpu_time_millis: 9.711, usercpu_time_millis_testing: 0.536, usercpu_time_millis_training: 9.175,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs