OpenML
Supervised Classification on banknote-authentication

Supervised Classification on banknote-authentication

Task 10093 Supervised Classification banknote-authentication 91909 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9811, kappa: 0.9618, kb_relative_information_score: 1230.6913, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9815, predictive_accuracy: 0.9811, prior_entropy: 0.9912, recall: 0.9811, relative_absolute_error: 0.1227, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.122, root_relative_squared_error: 0.2455, scimark_benchmark: 1873.4078, usercpu_time_millis: 4.234, usercpu_time_millis_testing: 0.005, usercpu_time_millis_training: 4.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9883, kappa: 0.9764, kb_relative_information_score: 1312.5383, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9885, predictive_accuracy: 0.9883, prior_entropy: 0.9912, recall: 0.9883, relative_absolute_error: 0.0487, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.1856, scimark_benchmark: 1874.0573, usercpu_time_millis: 5.651, usercpu_time_millis_testing: 0.005, usercpu_time_millis_training: 5.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9782, kappa: 0.9559, kb_relative_information_score: 1076.9353, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9788, predictive_accuracy: 0.9781, prior_entropy: 0.9912, recall: 0.9781, relative_absolute_error: 0.2603, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3442, scimark_benchmark: 1757.9546, usercpu_time_millis: 3.531, usercpu_time_millis_testing: 0.006, usercpu_time_millis_training: 3.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9319, kappa: 0.8619, kb_relative_information_score: 682.677, mean_absolute_error: 0.2786, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9332, predictive_accuracy: 0.9322, prior_entropy: 0.9912, recall: 0.9322, relative_absolute_error: 0.564, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3091, root_relative_squared_error: 0.6221, scimark_benchmark: 1990.558, usercpu_time_millis: 8.076, usercpu_time_millis_testing: 0.007, usercpu_time_millis_training: 8.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3966, kb_relative_information_score: -25.9384, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1.0124, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0062, scimark_benchmark: 1872.8797, usercpu_time_millis: 10.566, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 10.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9825, kappa: 0.9647, kb_relative_information_score: 1286.0568, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.983, predictive_accuracy: 0.9825, prior_entropy: 0.9912, recall: 0.9825, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.2064, scimark_benchmark: 1873.4078, usercpu_time_millis: 4.688, usercpu_time_millis_testing: 0.004, usercpu_time_millis_training: 4.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9811, kappa: 0.9618, kb_relative_information_score: 1255.1035, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9815, predictive_accuracy: 0.9811, prior_entropy: 0.9912, recall: 0.9811, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.2288, scimark_benchmark: 1869.8223, usercpu_time_millis: 4.051, usercpu_time_millis_testing: 0.004, usercpu_time_millis_training: 4.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9804, kappa: 0.9603, kb_relative_information_score: 1195.5946, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9808, predictive_accuracy: 0.9803, prior_entropy: 0.9912, recall: 0.9803, relative_absolute_error: 0.1541, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1339, root_relative_squared_error: 0.2695, scimark_benchmark: 1875.8384, usercpu_time_millis: 2.72, usercpu_time_millis_testing: 0.006, usercpu_time_millis_training: 2.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.934, kappa: 0.8661, kb_relative_information_score: 740.7488, mean_absolute_error: 0.2575, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9362, predictive_accuracy: 0.9344, prior_entropy: 0.9912, recall: 0.9344, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5858, scimark_benchmark: 1766.9464, usercpu_time_millis: 6.035, usercpu_time_millis_testing: 0.008, usercpu_time_millis_training: 6.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.8959, kappa: 0.7897, kb_relative_information_score: 777.5084, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8966, predictive_accuracy: 0.8958, prior_entropy: 0.9912, recall: 0.8958, relative_absolute_error: 0.4875, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.5789, scimark_benchmark: 1870.2139, usercpu_time_millis: 15.505, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 15.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9804, kappa: 0.9603, kb_relative_information_score: 1092.3475, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9808, predictive_accuracy: 0.9803, prior_entropy: 0.9912, recall: 0.9803, relative_absolute_error: 0.2468, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.166, root_relative_squared_error: 0.334, scimark_benchmark: 1876.7581, usercpu_time_millis: 6.27, usercpu_time_millis_testing: 0.005, usercpu_time_millis_training: 6.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.984, kappa: 0.9676, kb_relative_information_score: 1288.3501, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9843, predictive_accuracy: 0.984, prior_entropy: 0.9912, recall: 0.984, relative_absolute_error: 0.0705, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1016, root_relative_squared_error: 0.2045, scimark_benchmark: 1876.7581, usercpu_time_millis: 4.167, usercpu_time_millis_testing: 0.007, usercpu_time_millis_training: 4.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9804, kappa: 0.9603, kb_relative_information_score: 1120.3842, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9808, predictive_accuracy: 0.9803, prior_entropy: 0.9912, recall: 0.9803, relative_absolute_error: 0.2225, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.3149, scimark_benchmark: 1767.3471, usercpu_time_millis: 7.339, usercpu_time_millis_testing: 0.006, usercpu_time_millis_training: 7.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1314.4204, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.047, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.1834, scimark_benchmark: 1758.8019, usercpu_time_millis: 7.014, usercpu_time_millis_testing: 0.005, usercpu_time_millis_training: 7.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.992, kappa: 0.9838, kb_relative_information_score: 1302.1833, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 0.9912, recall: 0.992, relative_absolute_error: 0.0598, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.1836, scimark_benchmark: 1873.4078, usercpu_time_millis: 16.608, usercpu_time_millis_testing: 0.125, usercpu_time_millis_training: 16.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8384, kappa: 0.672, kb_relative_information_score: 277.265, mean_absolute_error: 0.4168, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8485, predictive_accuracy: 0.8411, prior_entropy: 0.9912, recall: 0.8411, relative_absolute_error: 0.8439, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4237, root_relative_squared_error: 0.8526, scimark_benchmark: 1876.2965, usercpu_time_millis: 0.175, usercpu_time_millis_testing: 0.003, usercpu_time_millis_training: 0.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9854, kappa: 0.9706, kb_relative_information_score: 1292.9979, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9857, predictive_accuracy: 0.9854, prior_entropy: 0.9912, recall: 0.9854, relative_absolute_error: 0.0662, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.2009, scimark_benchmark: 1760.0344, usercpu_time_millis: 3.01, usercpu_time_millis_testing: 0.004, usercpu_time_millis_training: 3.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9818, kappa: 0.9632, kb_relative_information_score: 1279.3473, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9823, predictive_accuracy: 0.9818, prior_entropy: 0.9912, recall: 0.9818, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.105, root_relative_squared_error: 0.2113, scimark_benchmark: 1743.3786, usercpu_time_millis: 8.045, usercpu_time_millis_testing: 0.005, usercpu_time_millis_training: 8.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9818, kappa: 0.9631, kb_relative_information_score: 1287.713, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9818, predictive_accuracy: 0.9818, prior_entropy: 0.9912, recall: 0.9818, relative_absolute_error: 0.068, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1196, root_relative_squared_error: 0.2408, scimark_benchmark: 1873.5293, usercpu_time_millis: 0.847, usercpu_time_millis_testing: 0.009, usercpu_time_millis_training: 0.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 1331.0553, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9912, recall: 0.9876, relative_absolute_error: 0.0318, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.1708, scimark_benchmark: 1863.9794, usercpu_time_millis: 4.778, usercpu_time_millis_testing: 0.003, usercpu_time_millis_training: 4.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9774, kappa: 0.9544, kb_relative_information_score: 1072.3341, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9781, predictive_accuracy: 0.9774, prior_entropy: 0.9912, recall: 0.9774, relative_absolute_error: 0.2643, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.3478, scimark_benchmark: 1875.8384, usercpu_time_millis: 7.722, usercpu_time_millis_testing: 0.006, usercpu_time_millis_training: 7.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1316.5042, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0451, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.1818, scimark_benchmark: 1871.4349, usercpu_time_millis: 8.751, usercpu_time_millis_testing: 0.005, usercpu_time_millis_training: 8.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9869, kappa: 0.9735, kb_relative_information_score: 1307.627, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9871, predictive_accuracy: 0.9869, prior_entropy: 0.9912, recall: 0.9869, relative_absolute_error: 0.0531, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.189, scimark_benchmark: 1872.8797, usercpu_time_millis: 9.871, usercpu_time_millis_testing: 0.005, usercpu_time_millis_training: 9.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.8366, kappa: 0.6683, kb_relative_information_score: 397.5259, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8442, predictive_accuracy: 0.8389, prior_entropy: 0.9912, recall: 0.8389, relative_absolute_error: 0.7627, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3923, root_relative_squared_error: 0.7895, scimark_benchmark: 1869.6309, usercpu_time_millis: 8.471, usercpu_time_millis_testing: 0.004, usercpu_time_millis_training: 8.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.8995, kappa: 0.796, kb_relative_information_score: 517.6311, mean_absolute_error: 0.3395, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9019, predictive_accuracy: 0.9001, prior_entropy: 0.9912, recall: 0.9001, relative_absolute_error: 0.6875, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.356, root_relative_squared_error: 0.7164, scimark_benchmark: 1867.1541, usercpu_time_millis: 6.352, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 6.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 1340.7147, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9912, recall: 0.9964, relative_absolute_error: 0.0276, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.056, root_relative_squared_error: 0.1128, scimark_benchmark: 1855.6864, usercpu_time_millis: 11.59, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 11.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9825, kappa: 0.9647, kb_relative_information_score: 1228.9538, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9831, predictive_accuracy: 0.9825, prior_entropy: 0.9912, recall: 0.9825, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1212, root_relative_squared_error: 0.2438, scimark_benchmark: 1874.4489, usercpu_time_millis: 0.961, usercpu_time_millis_testing: 0.004, usercpu_time_millis_training: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9467, kappa: 0.8918, kb_relative_information_score: 898.6064, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9473, predictive_accuracy: 0.9468, prior_entropy: 0.9912, recall: 0.9468, relative_absolute_error: 0.3963, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2445, root_relative_squared_error: 0.4921, scimark_benchmark: 1871.5019, usercpu_time_millis: 4.569, usercpu_time_millis_testing: 0.006, usercpu_time_millis_training: 4.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9869, kappa: 0.9735, kb_relative_information_score: 1307.0355, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9871, predictive_accuracy: 0.9869, prior_entropy: 0.9912, recall: 0.9869, relative_absolute_error: 0.0536, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0942, root_relative_squared_error: 0.1896, scimark_benchmark: 1943.1036, usercpu_time_millis: 5.931, usercpu_time_millis_testing: 0.006, usercpu_time_millis_training: 5.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9767, kappa: 0.9529, kb_relative_information_score: 1210.6798, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9769, predictive_accuracy: 0.9767, prior_entropy: 0.9912, recall: 0.9767, relative_absolute_error: 0.1374, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.2734, scimark_benchmark: 1876.23, usercpu_time_millis: 4.673, usercpu_time_millis_testing: 0.007, usercpu_time_millis_training: 4.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9511, kappa: 0.901, kb_relative_information_score: 926.0448, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9512, predictive_accuracy: 0.9512, prior_entropy: 0.9912, recall: 0.9512, relative_absolute_error: 0.3784, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2353, root_relative_squared_error: 0.4735, scimark_benchmark: 1995.4307, usercpu_time_millis: 20.01, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 19.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1318.1614, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0436, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.1808, scimark_benchmark: 1872.4881, usercpu_time_millis: 6.409, usercpu_time_millis_testing: 0.005, usercpu_time_millis_training: 6.404,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9241, kappa: 0.8463, kb_relative_information_score: 886.472, mean_absolute_error: 0.1977, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9242, predictive_accuracy: 0.9242, prior_entropy: 0.9912, recall: 0.9242, relative_absolute_error: 0.4004, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.522, scimark_benchmark: 1872.8797, usercpu_time_millis: 9.007, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 8.936,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3966, kb_relative_information_score: -25.9384, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1.0124, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0062, scimark_benchmark: 1752.1591, usercpu_time_millis: 4.13, usercpu_time_millis_testing: 0.009, usercpu_time_millis_training: 4.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9804, kappa: 0.9603, kb_relative_information_score: 1214.5253, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9808, predictive_accuracy: 0.9803, prior_entropy: 0.9912, recall: 0.9803, relative_absolute_error: 0.1373, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.2563, scimark_benchmark: 1758.8259, usercpu_time_millis: 7.867, usercpu_time_millis_testing: 0.002, usercpu_time_millis_training: 7.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9869, kappa: 0.9735, kb_relative_information_score: 1306.9443, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9871, predictive_accuracy: 0.9869, prior_entropy: 0.9912, recall: 0.9869, relative_absolute_error: 0.0537, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0942, root_relative_squared_error: 0.1896, scimark_benchmark: 1918.7164, usercpu_time_millis: 5.052, usercpu_time_millis_testing: 0.002, usercpu_time_millis_training: 5.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.968, kappa: 0.9353, kb_relative_information_score: 996.1433, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9683, predictive_accuracy: 0.9679, prior_entropy: 0.9912, recall: 0.9679, relative_absolute_error: 0.3248, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.4091, scimark_benchmark: 2073.1348, usercpu_time_millis: 4.245, usercpu_time_millis_testing: 0.005, usercpu_time_millis_training: 4.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.8582, kappa: 0.7137, kb_relative_information_score: 533.9688, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8593, predictive_accuracy: 0.8579, prior_entropy: 0.9912, recall: 0.8579, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.7249, scimark_benchmark: 1874.5188, usercpu_time_millis: 14.281, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 14.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9202, kappa: 0.838, kb_relative_information_score: 569.8898, mean_absolute_error: 0.3228, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9216, predictive_accuracy: 0.9206, prior_entropy: 0.9912, recall: 0.9206, relative_absolute_error: 0.6536, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6807, scimark_benchmark: 1758.7678, usercpu_time_millis: 1.589, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 1.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9504, kappa: 0.8997, kb_relative_information_score: 1122.5204, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9505, predictive_accuracy: 0.9504, prior_entropy: 0.9912, recall: 0.9504, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.3923, scimark_benchmark: 1869.1029, usercpu_time_millis: 13.312, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 13.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1295.4155, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.0666, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.1807, scimark_benchmark: 1874.977, usercpu_time_millis: 10.587, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 10.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9869, kappa: 0.9735, kb_relative_information_score: 1308.5274, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9871, predictive_accuracy: 0.9869, prior_entropy: 0.9912, recall: 0.9869, relative_absolute_error: 0.0523, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.1885, scimark_benchmark: 1958.3707, usercpu_time_millis: 5.847, usercpu_time_millis_testing: 0.005, usercpu_time_millis_training: 5.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9774, kappa: 0.9544, kb_relative_information_score: 1224.643, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9777, predictive_accuracy: 0.9774, prior_entropy: 0.9912, recall: 0.9774, relative_absolute_error: 0.1253, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.13, root_relative_squared_error: 0.2616, scimark_benchmark: 1777.6382, usercpu_time_millis: 3.87, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 3.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3966, kb_relative_information_score: -25.9384, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1.0124, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0062, scimark_benchmark: 2068.7359, usercpu_time_millis: 6.76, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 6.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 1338.9463, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 0.9912, recall: 0.9949, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0604, root_relative_squared_error: 0.1216, scimark_benchmark: 1872.8797, usercpu_time_millis: 19.755, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 19.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 1267.9733, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 0.9912, recall: 0.9934, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.2023, scimark_benchmark: 1963.2446, usercpu_time_millis: 13.379, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 13.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1857.1406, usercpu_time_millis: 0.324, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.312,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7709, f_measure: 0.7035, kappa: 0.4048, kb_relative_information_score: 412.3093, mean_absolute_error: 0.3567, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.7308, predictive_accuracy: 0.7165, prior_entropy: 0.9912, recall: 0.7165, relative_absolute_error: 0.7223, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4306, root_relative_squared_error: 0.8665, scimark_benchmark: 1875.3104, usercpu_time_millis: 0.205, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1860.1976, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.009, usercpu_time_millis_training: 0.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1727.1229, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1731.5096, usercpu_time_millis: 0.213, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1864.3739, usercpu_time_millis: 0.186, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.176,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs