OpenML
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: 0.4991, f_measure: 0.5163, kb_relative_information_score: -0.4047, 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: 1869.1029, usercpu_time_millis: 0.636, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 0.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9964, kappa: 0.9921, kb_relative_information_score: 1634.0679, mean_absolute_error: 0.0929, 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: 0.205, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1211, root_relative_squared_error: 0.2545, scimark_benchmark: 1869.1029, usercpu_time_millis: 10.982, usercpu_time_millis_testing: 0.682, usercpu_time_millis_training: 10.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1839.2186, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9313, recall: 0.9985, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0576, root_relative_squared_error: 0.121, scimark_benchmark: 1870.2139, usercpu_time_millis: 6.821, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 6.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1773.7578, mean_absolute_error: 0.0511, 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: 0.1127, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.1742, scimark_benchmark: 1867.3423, usercpu_time_millis: 14.458, usercpu_time_millis_testing: 0.88, usercpu_time_millis_training: 13.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1911.1065, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0209, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0265, root_relative_squared_error: 0.0558, scimark_benchmark: 1861.6424, usercpu_time_millis: 29.222, usercpu_time_millis_testing: 0.966, usercpu_time_millis_training: 28.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9918, kappa: 0.9818, kb_relative_information_score: 1481.4853, mean_absolute_error: 0.1321, 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: 0.2915, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.366, scimark_benchmark: 1870.557, usercpu_time_millis: 26.699, usercpu_time_millis_testing: 2.544, usercpu_time_millis_training: 24.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1902.9735, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0266, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0292, root_relative_squared_error: 0.0614, scimark_benchmark: 1865.3572, usercpu_time_millis: 17.82, usercpu_time_millis_testing: 0.77, usercpu_time_millis_training: 17.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1930.5888, 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: 0.0094, root_relative_squared_error: 0.0198, scimark_benchmark: 1867.4545, usercpu_time_millis: 3.611, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 3.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1857.6669, mean_absolute_error: 0.0258, 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: 0.057, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0512, root_relative_squared_error: 0.1075, scimark_benchmark: 1870.0289, usercpu_time_millis: 7.611, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 7.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9912, kappa: 0.9806, kb_relative_information_score: 1453.2284, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 0.9313, recall: 0.9912, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.3769, scimark_benchmark: 1873.8757, usercpu_time_millis: 15.41, usercpu_time_millis_testing: 1.191, usercpu_time_millis_training: 14.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9342, kappa: 0.8586, kb_relative_information_score: 1014.9857, mean_absolute_error: 0.2332, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9439, predictive_accuracy: 0.933, prior_entropy: 0.9313, recall: 0.933, relative_absolute_error: 0.5146, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.6288, scimark_benchmark: 1873.4078, usercpu_time_millis: 5.725, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 5.419,
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,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 998.7277, mean_absolute_error: 0.2689, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.5936, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.5651,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6483, mean_absolute_error: 0, 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, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: -137.7403, mean_absolute_error: 0.4684, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 1.0339, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4689, root_relative_squared_error: 0.9853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_absolute_error: 0, 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, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_absolute_error: 0, 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, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 63.5427, mean_absolute_error: 0.4361, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.9626, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4364, root_relative_squared_error: 0.9169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_absolute_error: 0, 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, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1834.1088, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0768, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0351, root_relative_squared_error: 0.0738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_absolute_error: 0, 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, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.5212, 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: 0.0007, root_relative_squared_error: 0.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_absolute_error: 0, 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, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_absolute_error: 0, 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, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0, root_relative_squared_error: 0,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.5163, kb_relative_information_score: -0.3115, 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: 2.522, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 2.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1804.8564, mean_absolute_error: 0.0423, 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: 0.0934, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0667, root_relative_squared_error: 0.1401, scimark_benchmark: 1870.0289, usercpu_time_millis: 9.576, usercpu_time_millis_testing: 0.496, usercpu_time_millis_training: 9.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.5163, kb_relative_information_score: 215.9796, mean_absolute_error: 0.412, 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: 0.9093, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.438, root_relative_squared_error: 0.9204, scimark_benchmark: 1828.0945, usercpu_time_millis: 1.823, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 1.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9695, kappa: 0.9325, kb_relative_information_score: 1279.8546, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9696, predictive_accuracy: 0.9696, prior_entropy: 0.9313, recall: 0.9696, relative_absolute_error: 0.3998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.4819, scimark_benchmark: 1868.4718, usercpu_time_millis: 0.431, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1922.6833, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0128, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0195, root_relative_squared_error: 0.0409, scimark_benchmark: 1856.2585, usercpu_time_millis: 11.012, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 10.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.5163, kb_relative_information_score: -0.4851, 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: 1854.9561, usercpu_time_millis: 1.153, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1833.3499, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0735, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0618, root_relative_squared_error: 0.13, scimark_benchmark: 1867.5973, usercpu_time_millis: 6.102, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 5.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9933, kappa: 0.9852, kb_relative_information_score: 1490.4656, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.9313, recall: 0.9933, relative_absolute_error: 0.2857, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.3621, scimark_benchmark: 1851.7536, usercpu_time_millis: 7.997, usercpu_time_millis_testing: 0.67, usercpu_time_millis_training: 7.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1825.2446, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9313, recall: 0.9985, relative_absolute_error: 0.079, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0605, root_relative_squared_error: 0.127, scimark_benchmark: 1873.8058, usercpu_time_millis: 3.788, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 3.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.709, kappa: 0.3548, kb_relative_information_score: 431.6022, mean_absolute_error: 0.3725, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8207, predictive_accuracy: 0.7558, prior_entropy: 0.9313, recall: 0.7558, relative_absolute_error: 0.8221, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.8432, scimark_benchmark: 1862.5685, usercpu_time_millis: 2.969, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 2.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1892.412, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0292, root_relative_squared_error: 0.0615, scimark_benchmark: 1872.8797, usercpu_time_millis: 18.592, usercpu_time_millis_testing: 0.746, usercpu_time_millis_training: 17.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1886.9174, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0392, root_relative_squared_error: 0.0823, scimark_benchmark: 1872.4216, usercpu_time_millis: 1.28, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 1.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.816, 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: 0.0077, root_relative_squared_error: 0.0162, scimark_benchmark: 1864.8321, usercpu_time_millis: 0.933, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.893,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1624.2696, mean_absolute_error: 0.0944, 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: 0.2084, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.129, root_relative_squared_error: 0.2711, scimark_benchmark: 1874.8648, usercpu_time_millis: 15.821, usercpu_time_millis_testing: 1, usercpu_time_millis_training: 14.821,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.6002, 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: 0.0015, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0025, root_relative_squared_error: 0.0053, scimark_benchmark: 1870.8644, usercpu_time_millis: 6.308, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 6.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1893.1682, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0332, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0363, root_relative_squared_error: 0.0762, scimark_benchmark: 1873.3476, usercpu_time_millis: 15.081, usercpu_time_millis_testing: 0.508, usercpu_time_millis_training: 14.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9887, kappa: 0.975, kb_relative_information_score: 1478.0894, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9887, predictive_accuracy: 0.9887, prior_entropy: 0.9313, recall: 0.9887, relative_absolute_error: 0.2943, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.3643, scimark_benchmark: 1869.1029, usercpu_time_millis: 10.22, usercpu_time_millis_testing: 0.892, usercpu_time_millis_training: 9.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8319, f_measure: 0.5163, kb_relative_information_score: 278.3864, mean_absolute_error: 0.3948, 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: 0.8713, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4223, root_relative_squared_error: 0.8874, scimark_benchmark: 1823.115, usercpu_time_millis: 1.251, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 1.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.5395, kappa: 0.0385, kb_relative_information_score: 287.9917, mean_absolute_error: 0.3988, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7779, predictive_accuracy: 0.6636, prior_entropy: 0.9313, recall: 0.6636, relative_absolute_error: 0.8802, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4259, root_relative_squared_error: 0.895, scimark_benchmark: 1871.2001, usercpu_time_millis: 0.975, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 0.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1769.0087, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.9313, recall: 0.9974, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0848, root_relative_squared_error: 0.1782, scimark_benchmark: 1870.557, usercpu_time_millis: 8.425, usercpu_time_millis_testing: 0.464, usercpu_time_millis_training: 7.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.5163, kb_relative_information_score: -0.1175, 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: 1868.6447, usercpu_time_millis: 2.261, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 1.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9357, kappa: 0.8617, kb_relative_information_score: 1497.0637, mean_absolute_error: 0.1127, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.945, predictive_accuracy: 0.9346, prior_entropy: 0.9313, recall: 0.9346, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.4646, scimark_benchmark: 1837.6113, usercpu_time_millis: 13.114, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 12.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1833.9047, mean_absolute_error: 0.0331, 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: 0.073, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1286, scimark_benchmark: 1863.8517, usercpu_time_millis: 8.331, usercpu_time_millis_testing: 0.466, usercpu_time_millis_training: 7.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1871.8465, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0479, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0456, root_relative_squared_error: 0.0959, scimark_benchmark: 1870.7643, usercpu_time_millis: 5.456, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 5.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.8567, kappa: 0.7052, kb_relative_information_score: 879.6639, mean_absolute_error: 0.2559, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8969, predictive_accuracy: 0.8532, prior_entropy: 0.9313, recall: 0.8532, relative_absolute_error: 0.5649, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3342, root_relative_squared_error: 0.7022, scimark_benchmark: 1824.6222, usercpu_time_millis: 5.556, usercpu_time_millis_testing: 0.22, usercpu_time_millis_training: 5.336,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1899.8385, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0286, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.032, root_relative_squared_error: 0.0672, scimark_benchmark: 1868.5777, usercpu_time_millis: 5.186, usercpu_time_millis_testing: 0.209, usercpu_time_millis_training: 4.977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9959, kappa: 0.9909, kb_relative_information_score: 1650.1903, mean_absolute_error: 0.0875, 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: 0.1932, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.2537, scimark_benchmark: 1839.0767, usercpu_time_millis: 14.198, usercpu_time_millis_testing: 0.522, usercpu_time_millis_training: 13.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1612.5788, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9313, recall: 0.9985, relative_absolute_error: 0.217, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1301, root_relative_squared_error: 0.2734, scimark_benchmark: 1846.4529, usercpu_time_millis: 6.624, usercpu_time_millis_testing: 0.244, usercpu_time_millis_training: 6.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1898.7934, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0294, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0336, root_relative_squared_error: 0.0705, scimark_benchmark: 1867.4545, usercpu_time_millis: 8.012, usercpu_time_millis_testing: 0.223, usercpu_time_millis_training: 7.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1570.8746, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 0.9313, recall: 0.9954, relative_absolute_error: 0.2403, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.3065, scimark_benchmark: 1855.2997, usercpu_time_millis: 7.221, usercpu_time_millis_testing: 0.497, usercpu_time_millis_training: 6.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9694, kappa: 0.9322, kb_relative_information_score: 1109.1156, mean_absolute_error: 0.2253, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9698, predictive_accuracy: 0.9696, prior_entropy: 0.9313, recall: 0.9696, relative_absolute_error: 0.4973, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2661, root_relative_squared_error: 0.5591, scimark_benchmark: 1874.3338, usercpu_time_millis: 11.562, usercpu_time_millis_testing: 1.362, usercpu_time_millis_training: 10.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9575, kappa: 0.9068, kb_relative_information_score: 1109.1774, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9585, predictive_accuracy: 0.9572, prior_entropy: 0.9313, recall: 0.9572, relative_absolute_error: 0.4978, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2644, root_relative_squared_error: 0.5556, scimark_benchmark: 1829.5056, usercpu_time_millis: 7.96, usercpu_time_millis_testing: 0.562, usercpu_time_millis_training: 7.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1723.7534, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1485, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.1939, scimark_benchmark: 1865.3712, usercpu_time_millis: 4.119, usercpu_time_millis_testing: 0.139, usercpu_time_millis_training: 3.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.6566, 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: 0.0029, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0069, root_relative_squared_error: 0.0145, scimark_benchmark: 1872.8797, usercpu_time_millis: 18.35, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 17.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.8881, kappa: 0.7474, kb_relative_information_score: 711.3366, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9059, predictive_accuracy: 0.8934, prior_entropy: 0.9313, recall: 0.8934, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.7335, scimark_benchmark: 1863.9124, usercpu_time_millis: 1.626, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 1.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.5163, kb_relative_information_score: 0.0681, 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: 1869.5708, usercpu_time_millis: 1.924, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 1.579,

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

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Download this task directly in your environment and automatically upload your results

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

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