Task
Supervised Classification on banknote-authentication

Supervised Classification on banknote-authentication

Task 10093 Supervised Classification banknote-authentication 91907 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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91907 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 0.9766, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9905, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9911, relative_absolute_error: 0.0247, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.1699, unweighted_recall: 0.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9914, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0097, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.0899, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9911, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.0095, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0489, root_relative_squared_error: 0.0984, unweighted_recall: 0.9967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.9888, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9949, number_of_instances: 1372, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 0.9911, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0657, root_relative_squared_error: 0.1323, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9891, kappa: 0.9779, kb_relative_information_score: 0.9752, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9891, number_of_instances: 1372, precision: 0.9891, predictive_accuracy: 0.9891, prior_entropy: 0.9911, relative_absolute_error: 0.026, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.1703, unweighted_recall: 0.9892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9862, kappa: 0.972, kb_relative_information_score: 0.9036, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9862, number_of_instances: 1372, precision: 0.9863, predictive_accuracy: 0.9862, prior_entropy: 0.9911, relative_absolute_error: 0.1152, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.2424, unweighted_recall: 0.9867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9912, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.0093, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.055, root_relative_squared_error: 0.1106, unweighted_recall: 0.9966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9899, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.011, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.055, root_relative_squared_error: 0.1106, unweighted_recall: 0.9966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.992, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0085, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0489, root_relative_squared_error: 0.0985, unweighted_recall: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 0.9804, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9942, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9911, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.073, root_relative_squared_error: 0.1468, unweighted_recall: 0.9943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 0.9861, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9957, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0158, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.1049, unweighted_recall: 0.9961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.9674, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9949, number_of_instances: 1372, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 0.9911, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0664, root_relative_squared_error: 0.1337, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9934, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0072, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0425, root_relative_squared_error: 0.0855, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 0.9503, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9913, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9911, relative_absolute_error: 0.0587, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.1801, unweighted_recall: 0.9915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9929, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0075, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0443, root_relative_squared_error: 0.0891, unweighted_recall: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9911, kb_relative_information_score: 0.9862, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0158, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0532, root_relative_squared_error: 0.1071, unweighted_recall: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 0.9884, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0121, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0615, root_relative_squared_error: 0.1238, unweighted_recall: 0.9959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0047, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0429, root_relative_squared_error: 0.0863, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.992, kappa: 0.9838, kb_relative_information_score: 0.9793, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.4939, weighted_recall: 0.992, number_of_instances: 1372, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 0.9911, relative_absolute_error: 0.0223, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.074, root_relative_squared_error: 0.1489, unweighted_recall: 0.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9883, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.0129, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0543, root_relative_squared_error: 0.1092, unweighted_recall: 0.9964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9949, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0055, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0393, root_relative_squared_error: 0.0792, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 0.9947, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9985, number_of_instances: 1372, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9911, relative_absolute_error: 0.0059, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0388, root_relative_squared_error: 0.0781, unweighted_recall: 0.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9701, kappa: 0.9395, kb_relative_information_score: 0.6765, mean_absolute_error: 0.1899, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9701, number_of_instances: 1372, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9911, relative_absolute_error: 0.3845, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4536, unweighted_recall: 0.9698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9915, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.0086, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0581, root_relative_squared_error: 0.1169, unweighted_recall: 0.9964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9932, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.048, root_relative_squared_error: 0.0966, unweighted_recall: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9927, kappa: 0.9853, kb_relative_information_score: 0.9518, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9927, number_of_instances: 1372, precision: 0.9927, predictive_accuracy: 0.9927, prior_entropy: 0.9911, relative_absolute_error: 0.0584, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.1677, unweighted_recall: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.992, kappa: 0.9838, kb_relative_information_score: 0.9781, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.4939, weighted_recall: 0.992, number_of_instances: 1372, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 0.9911, relative_absolute_error: 0.0243, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0694, root_relative_squared_error: 0.1398, unweighted_recall: 0.9918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9913, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.0092, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0516, root_relative_squared_error: 0.1037, unweighted_recall: 0.9964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 0.9672, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9905, number_of_instances: 1372, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 0.9911, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.1762, unweighted_recall: 0.9907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 0.9906, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0097, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0598, root_relative_squared_error: 0.1204, unweighted_recall: 0.9959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9891, kappa: 0.9779, kb_relative_information_score: 0.961, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9891, number_of_instances: 1372, precision: 0.9891, predictive_accuracy: 0.9891, prior_entropy: 0.9911, relative_absolute_error: 0.0438, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.1803, unweighted_recall: 0.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9926, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0078, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.0982, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9928, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0078, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0479, root_relative_squared_error: 0.0964, unweighted_recall: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9877, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0142, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0493, root_relative_squared_error: 0.0993, unweighted_recall: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.995, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0052, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0421, root_relative_squared_error: 0.0847, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.992, kappa: 0.9838, kb_relative_information_score: 0.9729, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.4939, weighted_recall: 0.992, number_of_instances: 1372, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 0.9911, relative_absolute_error: 0.0304, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.1559, unweighted_recall: 0.9925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9861, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.016, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.1085, unweighted_recall: 0.9966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.992, kappa: 0.9838, kb_relative_information_score: 0.9621, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.4939, weighted_recall: 0.992, number_of_instances: 1372, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 0.9911, relative_absolute_error: 0.0447, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0805, root_relative_squared_error: 0.162, unweighted_recall: 0.9925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 0.9973, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9985, number_of_instances: 1372, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9911, relative_absolute_error: 0.0027, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0337, root_relative_squared_error: 0.0679, unweighted_recall: 0.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 0.9625, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9913, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9911, relative_absolute_error: 0.0441, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0796, root_relative_squared_error: 0.1601, unweighted_recall: 0.9911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9949, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0403, root_relative_squared_error: 0.0811, unweighted_recall: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9884, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0128, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0564, root_relative_squared_error: 0.1135, unweighted_recall: 0.9974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9916, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.0091, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0484, root_relative_squared_error: 0.0974, unweighted_recall: 0.9966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9946, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0056, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0446, root_relative_squared_error: 0.0898, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9911, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0097, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.106, unweighted_recall: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 0.99, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0102, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0581, root_relative_squared_error: 0.117, unweighted_recall: 0.9959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9519, kappa: 0.9027, kb_relative_information_score: 0.6922, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9519, number_of_instances: 1372, precision: 0.952, predictive_accuracy: 0.9519, prior_entropy: 0.9911, relative_absolute_error: 0.3597, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.4553, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.992, kappa: 0.9838, kb_relative_information_score: 0.9641, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.4939, weighted_recall: 0.992, number_of_instances: 1372, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 0.9911, relative_absolute_error: 0.0403, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.1823, unweighted_recall: 0.9923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 0.9652, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9942, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9911, relative_absolute_error: 0.0416, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0743, root_relative_squared_error: 0.1495, unweighted_recall: 0.9939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9882, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0142, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0429, root_relative_squared_error: 0.0862, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 0.9751, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9898, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9911, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.088, root_relative_squared_error: 0.1771, unweighted_recall: 0.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.995, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0052, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0417, root_relative_squared_error: 0.084, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 0.9521, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9898, number_of_instances: 1372, precision: 0.9899, predictive_accuracy: 0.9898, prior_entropy: 0.9911, relative_absolute_error: 0.0566, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.1844, unweighted_recall: 0.9905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9918, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0087, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0502, root_relative_squared_error: 0.101, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 0.9667, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9905, number_of_instances: 1372, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 0.9911, relative_absolute_error: 0.0374, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.1667, unweighted_recall: 0.9907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9956, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0443, root_relative_squared_error: 0.0892, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 0.9611, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9942, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9911, relative_absolute_error: 0.0465, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.079, root_relative_squared_error: 0.159, unweighted_recall: 0.9946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9944, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0061, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0403, root_relative_squared_error: 0.081, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9818, kappa: 0.9631, kb_relative_information_score: 0.8573, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9818, number_of_instances: 1372, precision: 0.9818, predictive_accuracy: 0.9818, prior_entropy: 0.9911, relative_absolute_error: 0.1737, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.2767, unweighted_recall: 0.9815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 0.9904, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0099, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.1134, unweighted_recall: 0.9959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9956, kappa: 0.9911, kb_relative_information_score: 0.9778, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0262, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0604, root_relative_squared_error: 0.1215, unweighted_recall: 0.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9857, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.0163, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0559, root_relative_squared_error: 0.1125, unweighted_recall: 0.9966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.985, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0174, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.1155, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 0.9947, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9993, number_of_instances: 1372, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.9911, relative_absolute_error: 0.0062, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0316, root_relative_squared_error: 0.0636, unweighted_recall: 0.9993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 0.9965, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9985, number_of_instances: 1372, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9911, relative_absolute_error: 0.0036, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0384, root_relative_squared_error: 0.0772, unweighted_recall: 0.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 0.9619, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9905, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9911, relative_absolute_error: 0.0431, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0875, root_relative_squared_error: 0.176, unweighted_recall: 0.9908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9944, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0059, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0441, root_relative_squared_error: 0.0887, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.984, kappa: 0.9675, kb_relative_information_score: 0.9243, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.4939, weighted_recall: 0.984, number_of_instances: 1372, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 0.9911, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.106, root_relative_squared_error: 0.2133, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.994, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0062, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0459, root_relative_squared_error: 0.0923, unweighted_recall: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9927, kappa: 0.9853, kb_relative_information_score: 0.9338, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9927, number_of_instances: 1372, precision: 0.9927, predictive_accuracy: 0.9927, prior_entropy: 0.9911, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.1843, unweighted_recall: 0.9929,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9952, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0049, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0464, root_relative_squared_error: 0.0933, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9701, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.0365, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.1313, unweighted_recall: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 0.9792, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9942, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9911, relative_absolute_error: 0.0234, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1449, unweighted_recall: 0.9946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.9761, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9949, number_of_instances: 1372, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 0.9911, relative_absolute_error: 0.0282, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0661, root_relative_squared_error: 0.1331, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9933, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0071, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0472, root_relative_squared_error: 0.095, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9948, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0054, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0439, root_relative_squared_error: 0.0883, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.994, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0437, root_relative_squared_error: 0.0879, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 0.9865, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9956, number_of_instances: 1372, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9911, relative_absolute_error: 0.0143, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0651, root_relative_squared_error: 0.1309, unweighted_recall: 0.9959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 0.9949, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9985, number_of_instances: 1372, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9911, relative_absolute_error: 0.0055, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0371, root_relative_squared_error: 0.0746, unweighted_recall: 0.9987,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9915, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9971, number_of_instances: 1372, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.9911, relative_absolute_error: 0.009, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0533, root_relative_squared_error: 0.1073, unweighted_recall: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9894, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.0115, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1027, unweighted_recall: 0.9962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9945, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0059, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0382, root_relative_squared_error: 0.0769, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9943, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0459, root_relative_squared_error: 0.0924, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9957, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0045, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0409, root_relative_squared_error: 0.0823, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.9874, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9949, number_of_instances: 1372, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 0.9911, relative_absolute_error: 0.0135, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1176, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9845, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.0176, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0588, root_relative_squared_error: 0.1184, unweighted_recall: 0.9966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9927, kappa: 0.9853, kb_relative_information_score: 0.9735, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9927, number_of_instances: 1372, precision: 0.9927, predictive_accuracy: 0.9927, prior_entropy: 0.9911, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.1617, unweighted_recall: 0.9929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 0.9957, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9985, number_of_instances: 1372, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9911, relative_absolute_error: 0.0047, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0396, root_relative_squared_error: 0.0797, unweighted_recall: 0.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9913, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0098, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0443, root_relative_squared_error: 0.0891, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 0.9679, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9934, number_of_instances: 1372, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 0.9911, relative_absolute_error: 0.0373, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0795, root_relative_squared_error: 0.16, unweighted_recall: 0.9938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.984, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9964, number_of_instances: 1372, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9911, relative_absolute_error: 0.0186, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0576, root_relative_squared_error: 0.1158, unweighted_recall: 0.9964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.9694, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9949, number_of_instances: 1372, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 0.9911, relative_absolute_error: 0.0369, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.068, root_relative_squared_error: 0.1367, unweighted_recall: 0.9948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 0.9788, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9934, number_of_instances: 1372, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 0.9911, relative_absolute_error: 0.0242, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0657, root_relative_squared_error: 0.1323, unweighted_recall: 0.9931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.9892, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9949, number_of_instances: 1372, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 0.9911, relative_absolute_error: 0.0112, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0589, root_relative_squared_error: 0.1186, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 0.9404, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9898, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9911, relative_absolute_error: 0.0703, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0994, root_relative_squared_error: 0.2001, unweighted_recall: 0.9902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9945, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9978, number_of_instances: 1372, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.9911, relative_absolute_error: 0.0058, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0408, root_relative_squared_error: 0.082, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9942, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9911, relative_absolute_error: 0.0193, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.1235, unweighted_recall: 0.9944,

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

OpenML APIs