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: 0.5008, f_measure: 0.5163, kb_relative_information_score: 0.0671, 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: 1862.1704, usercpu_time_millis: 0.679, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 0.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.5163, kb_relative_information_score: -0.053, 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: 1865.4271, usercpu_time_millis: 0.543, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 0.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.5474, kappa: 0.0495, kb_relative_information_score: 302.4337, mean_absolute_error: 0.391, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7359, predictive_accuracy: 0.6656, prior_entropy: 0.9313, recall: 0.6656, relative_absolute_error: 0.8629, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.418, root_relative_squared_error: 0.8783, scimark_benchmark: 1920.5135, usercpu_time_millis: 1.217, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 1.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.1018, 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: 0.0023, root_relative_squared_error: 0.0048, scimark_benchmark: 1865.3572, usercpu_time_millis: 3.287, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 3.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1915.4133, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.018, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0217, root_relative_squared_error: 0.0456, scimark_benchmark: 1856.624, usercpu_time_millis: 4.953, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 4.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1930.5384, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.011, root_relative_squared_error: 0.023, scimark_benchmark: 788.818, usercpu_time_millis: 3.552, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 3.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9658, kappa: 0.9255, kb_relative_information_score: 1508.2146, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9686, predictive_accuracy: 0.9655, prior_entropy: 0.9313, recall: 0.9655, relative_absolute_error: 0.2573, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.3958, scimark_benchmark: 1867.1999, usercpu_time_millis: 7.022, usercpu_time_millis_testing: 0.249, usercpu_time_millis_training: 6.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1552.1364, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.9313, recall: 0.9943, relative_absolute_error: 0.252, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.3167, scimark_benchmark: 1860.6133, usercpu_time_millis: 5.795, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 5.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1926.3218, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0104, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0101, root_relative_squared_error: 0.0212, scimark_benchmark: 1919.3403, usercpu_time_millis: 7.612, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 7.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1909.1628, 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: 0.0173, root_relative_squared_error: 0.0364, scimark_benchmark: 1864.268, usercpu_time_millis: 13.932, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 13.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.8891, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0028, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.005, root_relative_squared_error: 0.0105, scimark_benchmark: 1918.8557, usercpu_time_millis: 15.513, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 15.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1907.8192, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0233, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0259, root_relative_squared_error: 0.0545, scimark_benchmark: 1857.1406, usercpu_time_millis: 17.398, usercpu_time_millis_testing: 0.821, usercpu_time_millis_training: 16.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1910.1468, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0215, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.0555, scimark_benchmark: 1861.2583, usercpu_time_millis: 16.273, usercpu_time_millis_testing: 0.68, usercpu_time_millis_training: 15.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.0206, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0021, root_relative_squared_error: 0.0043, scimark_benchmark: 1866.5624, usercpu_time_millis: 21.076, usercpu_time_millis_testing: 0.474, usercpu_time_millis_training: 20.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.4263, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0034, root_relative_squared_error: 0.0071, scimark_benchmark: 1861.6424, usercpu_time_millis: 19.143, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 18.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1932.8526, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0057, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0088, root_relative_squared_error: 0.0186, scimark_benchmark: 1869.4196, usercpu_time_millis: 25.745, usercpu_time_millis_testing: 0.802, usercpu_time_millis_training: 24.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9907, kappa: 0.9795, kb_relative_information_score: 1498.4277, mean_absolute_error: 0.128, 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: 0.2825, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.3523, scimark_benchmark: 787.6569, usercpu_time_millis: 23.915, usercpu_time_millis_testing: 1.784, usercpu_time_millis_training: 22.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.5174, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.003, root_relative_squared_error: 0.0063, scimark_benchmark: 1859.8849, usercpu_time_millis: 34.883, usercpu_time_millis_testing: 0.837, usercpu_time_millis_training: 34.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1822.3117, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0814, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0657, root_relative_squared_error: 0.138, scimark_benchmark: 786.9659, usercpu_time_millis: 55.042, usercpu_time_millis_testing: 1.62, usercpu_time_millis_training: 53.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.5163, kb_relative_information_score: 0.5684, mean_absolute_error: 0.4526, 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: 0.999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1856.624, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.5163, kb_relative_information_score: -0.2051, 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, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1868.6447, usercpu_time_millis: 1.147, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1882.0973, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0405, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0402, root_relative_squared_error: 0.0845, scimark_benchmark: 1862.932, usercpu_time_millis: 3.124, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 2.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.92, 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: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0032, root_relative_squared_error: 0.0067, scimark_benchmark: 1923.3866, usercpu_time_millis: 1.36, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 1.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9662, kappa: 0.926, kb_relative_information_score: 1388.1691, mean_absolute_error: 0.1557, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9673, predictive_accuracy: 0.966, prior_entropy: 0.9313, recall: 0.966, relative_absolute_error: 0.3436, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4115, scimark_benchmark: 1860.8554, usercpu_time_millis: 7.583, usercpu_time_millis_testing: 0.466, usercpu_time_millis_training: 7.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1932.2125, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0062, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0067, root_relative_squared_error: 0.0141, scimark_benchmark: 1862.932, usercpu_time_millis: 11.812, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 11.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9809, kappa: 0.9576, kb_relative_information_score: 1238.6874, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.981, predictive_accuracy: 0.9809, prior_entropy: 0.9313, recall: 0.9809, relative_absolute_error: 0.4282, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.4956, scimark_benchmark: 1857.66, usercpu_time_millis: 13.857, usercpu_time_millis_testing: 1.57, usercpu_time_millis_training: 12.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.5524, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0066, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.01, root_relative_squared_error: 0.021, scimark_benchmark: 1865.4271, usercpu_time_millis: 20.363, usercpu_time_millis_testing: 0.481, usercpu_time_millis_training: 19.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1809.52, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0628, root_relative_squared_error: 0.132, scimark_benchmark: 787.5632, usercpu_time_millis: 32.486, usercpu_time_millis_testing: 0.789, usercpu_time_millis_training: 31.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9689, kappa: 0.9321, kb_relative_information_score: 1411.3627, mean_absolute_error: 0.1488, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9712, predictive_accuracy: 0.9686, prior_entropy: 0.9313, recall: 0.9686, relative_absolute_error: 0.3283, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.4027, scimark_benchmark: 1867.5973, usercpu_time_millis: 5.969, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 5.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9902, kappa: 0.9784, kb_relative_information_score: 1429.2553, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9902, predictive_accuracy: 0.9902, prior_entropy: 0.9313, recall: 0.9902, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.3898, scimark_benchmark: 1921.6333, usercpu_time_millis: 0.815, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1823.9756, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0802, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.1361, scimark_benchmark: 1739.4859, usercpu_time_millis: 1.099, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 1.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.8164, kappa: 0.5848, kb_relative_information_score: 543.0264, mean_absolute_error: 0.3452, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8565, predictive_accuracy: 0.8315, prior_entropy: 0.9313, recall: 0.8315, relative_absolute_error: 0.7619, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3803, root_relative_squared_error: 0.7991, scimark_benchmark: 1998.8066, usercpu_time_millis: 5.669, usercpu_time_millis_testing: 0.51, usercpu_time_millis_training: 5.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.5163, kb_relative_information_score: 0.2507, 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: 1868.1908, usercpu_time_millis: 3.202, usercpu_time_millis_testing: 0.475, usercpu_time_millis_training: 2.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.5163, kb_relative_information_score: -0.1613, 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, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 1.2, usercpu_time_millis_testing: 0.203, usercpu_time_millis_training: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1915.0284, 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: 0.0186, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.015, root_relative_squared_error: 0.0315, scimark_benchmark: 1742.9009, usercpu_time_millis: 3.434, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 3.329,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9275, kappa: 0.8435, kb_relative_information_score: 906.6502, mean_absolute_error: 0.2636, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9351, predictive_accuracy: 0.9263, prior_entropy: 0.9313, recall: 0.9263, relative_absolute_error: 0.5819, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3134, root_relative_squared_error: 0.6584, scimark_benchmark: 1865.4271, usercpu_time_millis: 5.839, usercpu_time_millis_testing: 0.475, usercpu_time_millis_training: 5.364,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.246, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.026, scimark_benchmark: 1318.3062, usercpu_time_millis: 75.329, usercpu_time_millis_testing: 2.206, usercpu_time_millis_training: 73.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.3517, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0017, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0061, root_relative_squared_error: 0.0127, scimark_benchmark: 1289.9625, usercpu_time_millis: 145.267, usercpu_time_millis_testing: 2.573, usercpu_time_millis_training: 142.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9863, kb_relative_information_score: 1572.998, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.9313, recall: 0.9938, relative_absolute_error: 0.2379, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.3082, scimark_benchmark: 1285.7474, usercpu_time_millis: 29.349, usercpu_time_millis_testing: 1.51, usercpu_time_millis_training: 27.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1898.3759, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0296, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.034, root_relative_squared_error: 0.0714, scimark_benchmark: 1289.8728, usercpu_time_millis: 103.586, usercpu_time_millis_testing: 2.612, usercpu_time_millis_training: 100.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9886, kb_relative_information_score: 1646.7239, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9313, recall: 0.9948, relative_absolute_error: 0.1926, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.263, scimark_benchmark: 1320.0342, usercpu_time_millis: 66.155, usercpu_time_millis_testing: 3.438, usercpu_time_millis_training: 62.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1879.6867, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0424, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0435, root_relative_squared_error: 0.0914, scimark_benchmark: 1294.9995, usercpu_time_millis: 117.068, usercpu_time_millis_testing: 3.892, usercpu_time_millis_training: 113.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1878.2363, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0437, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.04, root_relative_squared_error: 0.084, scimark_benchmark: 1310.38, usercpu_time_millis: 25.287, usercpu_time_millis_testing: 0.905, usercpu_time_millis_training: 24.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.8969, kappa: 0.7674, kb_relative_information_score: 817.298, mean_absolute_error: 0.2908, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9112, predictive_accuracy: 0.9011, prior_entropy: 0.9313, recall: 0.9011, relative_absolute_error: 0.6419, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.6914, scimark_benchmark: 1291.8384, usercpu_time_millis: 41.119, usercpu_time_millis_testing: 3.584, usercpu_time_millis_training: 37.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.8635, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0078, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0132, root_relative_squared_error: 0.0277, scimark_benchmark: 1308.9109, usercpu_time_millis: 110.231, usercpu_time_millis_testing: 2.654, usercpu_time_millis_training: 107.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.0262, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.003, root_relative_squared_error: 0.0063, scimark_benchmark: 1290.3388, usercpu_time_millis: 4.112, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 3.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9959, kappa: 0.9909, kb_relative_information_score: 1701.3948, mean_absolute_error: 0.0717, 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: 0.1583, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1085, root_relative_squared_error: 0.2279, scimark_benchmark: 1315.4655, usercpu_time_millis: 16.564, usercpu_time_millis_testing: 0.76, usercpu_time_millis_training: 15.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1922.9602, 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: 0.0125, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0198, root_relative_squared_error: 0.0415, scimark_benchmark: 1289.5168, usercpu_time_millis: 83.913, usercpu_time_millis_testing: 2.165, usercpu_time_millis_training: 81.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1925.5371, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0107, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0189, root_relative_squared_error: 0.0397, scimark_benchmark: 1305.8702, usercpu_time_millis: 49.989, usercpu_time_millis_testing: 1.296, usercpu_time_millis_training: 48.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1801.4705, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.1574, scimark_benchmark: 1302.269, usercpu_time_millis: 94.177, usercpu_time_millis_testing: 3.547, usercpu_time_millis_training: 90.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1916.3201, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0172, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0245, root_relative_squared_error: 0.0515, scimark_benchmark: 1297.9279, usercpu_time_millis: 18.359, usercpu_time_millis_testing: 0.476, usercpu_time_millis_training: 17.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.8984, kappa: 0.7709, kb_relative_information_score: 825.7817, mean_absolute_error: 0.289, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9131, predictive_accuracy: 0.9026, prior_entropy: 0.9313, recall: 0.9026, relative_absolute_error: 0.6378, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.6878, scimark_benchmark: 1311.587, usercpu_time_millis: 75.583, usercpu_time_millis_testing: 7.449, usercpu_time_millis_training: 68.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1925.4749, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0109, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0162, root_relative_squared_error: 0.0341, scimark_benchmark: 1318.2235, usercpu_time_millis: 50.877, usercpu_time_millis_testing: 1.263, usercpu_time_millis_training: 49.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1802.3605, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0937, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.1567, scimark_benchmark: 1288.8695, usercpu_time_millis: 80.126, usercpu_time_millis_testing: 2.794, usercpu_time_millis_training: 77.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9757, kappa: 0.946, kb_relative_information_score: 1175.4078, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.976, predictive_accuracy: 0.9758, prior_entropy: 0.9313, recall: 0.9758, relative_absolute_error: 0.4608, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.5291, scimark_benchmark: 1285.0861, usercpu_time_millis: 97.511, usercpu_time_millis_testing: 6.939, usercpu_time_millis_training: 90.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1898.6813, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0293, root_relative_squared_error: 0.0615, scimark_benchmark: 1292.6455, usercpu_time_millis: 70.455, usercpu_time_millis_testing: 2.349, usercpu_time_millis_training: 68.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1866.3303, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0512, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.1061, scimark_benchmark: 1319.8756, usercpu_time_millis: 48.483, usercpu_time_millis_testing: 1.723, usercpu_time_millis_training: 46.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1836.874, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.072, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0541, root_relative_squared_error: 0.1138, scimark_benchmark: 1288.8968, usercpu_time_millis: 43.786, usercpu_time_millis_testing: 1.751, usercpu_time_millis_training: 42.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1935.6504, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0037, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0064, root_relative_squared_error: 0.0135, scimark_benchmark: 1306.3896, usercpu_time_millis: 117.775, usercpu_time_millis_testing: 3.381, usercpu_time_millis_training: 114.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1880.2783, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0418, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.094, scimark_benchmark: 1300.594, usercpu_time_millis: 46.174, usercpu_time_millis_testing: 1.326, usercpu_time_millis_training: 44.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9746, kappa: 0.9438, kb_relative_information_score: 1178.3526, mean_absolute_error: 0.2089, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9748, predictive_accuracy: 0.9748, prior_entropy: 0.9313, recall: 0.9748, relative_absolute_error: 0.461, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2503, root_relative_squared_error: 0.5259, scimark_benchmark: 1317.6962, usercpu_time_millis: 49.111, usercpu_time_millis_testing: 3.828, usercpu_time_millis_training: 45.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.973, kappa: 0.9402, kb_relative_information_score: 1139.2967, mean_absolute_error: 0.2174, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9735, predictive_accuracy: 0.9732, prior_entropy: 0.9313, recall: 0.9732, relative_absolute_error: 0.4799, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.26, root_relative_squared_error: 0.5462, scimark_benchmark: 1316.7091, usercpu_time_millis: 64.391, usercpu_time_millis_testing: 4.831, usercpu_time_millis_training: 59.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.8603, kappa: 0.6843, kb_relative_information_score: 717.3793, mean_absolute_error: 0.3099, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8798, predictive_accuracy: 0.8676, prior_entropy: 0.9313, recall: 0.8676, relative_absolute_error: 0.684, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7359, scimark_benchmark: 1287.5331, usercpu_time_millis: 1.756, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 1.586,

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