OpenML
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: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9862, mean_absolute_error: 0.0078, 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: 0.0157, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0547, root_relative_squared_error: 0.1102, 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: 0.9888, mean_absolute_error: 0.0061, 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: 0.0124, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0546, root_relative_squared_error: 0.1099, unweighted_recall: 0.9966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 0.9753, mean_absolute_error: 0.0138, 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: 0.0279, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0702, root_relative_squared_error: 0.1414, unweighted_recall: 0.9936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9936, mean_absolute_error: 0.0032, 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: 0.0066, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0485, root_relative_squared_error: 0.0975, unweighted_recall: 0.9974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9888, mean_absolute_error: 0.0061, 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: 0.0124, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0503, root_relative_squared_error: 0.1013, unweighted_recall: 0.9964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9904, mean_absolute_error: 0.005, 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: 0.0102, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0557, root_relative_squared_error: 0.1121, unweighted_recall: 0.9966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9911, kb_relative_information_score: 0.985, mean_absolute_error: 0.0083, 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: 0.0168, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0567, root_relative_squared_error: 0.1142, unweighted_recall: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9942, mean_absolute_error: 0.003, 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: 0.0061, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0434, root_relative_squared_error: 0.0873, unweighted_recall: 0.9974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 0.9788, mean_absolute_error: 0.0119, 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: 0.0241, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0688, root_relative_squared_error: 0.1384, unweighted_recall: 0.9943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9911, kb_relative_information_score: 0.9901, mean_absolute_error: 0.0051, 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: 0.0104, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0568, root_relative_squared_error: 0.1143, unweighted_recall: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9964, kappa: 0.9926, kb_relative_information_score: 0.9926, mean_absolute_error: 0.0037, 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: 0.0074, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0549, root_relative_squared_error: 0.1104, unweighted_recall: 0.9964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 0.9849, mean_absolute_error: 0.0078, 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: 0.0157, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0681, root_relative_squared_error: 0.137, unweighted_recall: 0.9939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 0.9955, mean_absolute_error: 0.0024, 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: 0.0049, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.04, root_relative_squared_error: 0.0805, unweighted_recall: 0.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.983, mean_absolute_error: 0.0094, 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: 0.0189, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0645, root_relative_squared_error: 0.1299, unweighted_recall: 0.9951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9956, kappa: 0.9911, kb_relative_information_score: 0.98, mean_absolute_error: 0.0115, 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: 0.0234, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.1212, unweighted_recall: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9833, kappa: 0.9661, kb_relative_information_score: 0.9486, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9832, number_of_instances: 1372, precision: 0.9834, predictive_accuracy: 0.9832, prior_entropy: 0.9911, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.239, unweighted_recall: 0.9841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9928, 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: 0.0076, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.0928, unweighted_recall: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 0.969, mean_absolute_error: 0.0179, 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: 0.0362, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.074, root_relative_squared_error: 0.1488, unweighted_recall: 0.9938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 0.997, mean_absolute_error: 0.0015, 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: 0.0031, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0318, root_relative_squared_error: 0.064, unweighted_recall: 0.9993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 0.9673, mean_absolute_error: 0.0192, 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: 0.0388, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0711, root_relative_squared_error: 0.143, unweighted_recall: 0.9936,
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: 0.0024, 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: 0.0412, root_relative_squared_error: 0.083, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.9904, mean_absolute_error: 0.0048, 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: 0.0097, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0579, root_relative_squared_error: 0.1165, unweighted_recall: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 0.9759, mean_absolute_error: 0.0123, 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: 0.025, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.1814, unweighted_recall: 0.9905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9927, kappa: 0.9852, kb_relative_information_score: 0.9435, mean_absolute_error: 0.0343, 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: 0.0694, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.1729, unweighted_recall: 0.9926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.9822, mean_absolute_error: 0.0099, 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: 0.0201, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.1267, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.984, kappa: 0.9676, kb_relative_information_score: 0.9335, mean_absolute_error: 0.0377, 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: 0.0763, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.2243, unweighted_recall: 0.9843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9927, kappa: 0.9852, kb_relative_information_score: 0.9766, mean_absolute_error: 0.0127, 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: 0.0258, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.1627, unweighted_recall: 0.9926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9921, 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: 0.0086, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0457, root_relative_squared_error: 0.092, 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: 0.976, mean_absolute_error: 0.0143, 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: 0.029, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.061, root_relative_squared_error: 0.1228, unweighted_recall: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 0.9802, mean_absolute_error: 0.0102, 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: 0.0206, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0774, root_relative_squared_error: 0.1557, unweighted_recall: 0.9913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9803, kappa: 0.9602, kb_relative_information_score: 0.8775, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9803, number_of_instances: 1372, precision: 0.9804, predictive_accuracy: 0.9803, prior_entropy: 0.9911, relative_absolute_error: 0.1475, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1321, root_relative_squared_error: 0.2659, unweighted_recall: 0.9806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9958, mean_absolute_error: 0.002, 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: 0.0041, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0405, root_relative_squared_error: 0.0814, 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: 0.9927, mean_absolute_error: 0.0041, 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: 0.0082, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.042, root_relative_squared_error: 0.0844, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.9679, mean_absolute_error: 0.019, 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: 0.0384, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0715, root_relative_squared_error: 0.1439, unweighted_recall: 0.9951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 0.9434, mean_absolute_error: 0.0346, 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: 0.0701, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.1653, unweighted_recall: 0.9936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 0.9963, mean_absolute_error: 0.0019, 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: 0.0039, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.0771, unweighted_recall: 0.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9927, kappa: 0.9852, kb_relative_information_score: 0.9852, mean_absolute_error: 0.0074, 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: 0.0149, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.138, unweighted_recall: 0.9926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 0.967, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9876, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9911, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.2004, unweighted_recall: 0.9877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 0.9951, mean_absolute_error: 0.0026, 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: 0.0052, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0386, root_relative_squared_error: 0.0778, unweighted_recall: 0.9987,
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: 0.0024, 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: 0.0048, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.043, root_relative_squared_error: 0.0865, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9978, kappa: 0.9956, kb_relative_information_score: 0.9954, 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: 0.043, root_relative_squared_error: 0.0865, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9818, kappa: 0.9632, kb_relative_information_score: 0.8637, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9818, number_of_instances: 1372, precision: 0.9819, predictive_accuracy: 0.9818, prior_entropy: 0.9911, relative_absolute_error: 0.1652, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.2746, unweighted_recall: 0.9823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9883, kappa: 0.9764, kb_relative_information_score: 0.9553, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9883, number_of_instances: 1372, precision: 0.9884, predictive_accuracy: 0.9883, prior_entropy: 0.9911, relative_absolute_error: 0.0514, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.1833, unweighted_recall: 0.9885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9971, kappa: 0.9941, kb_relative_information_score: 0.9868, mean_absolute_error: 0.0073, 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: 0.0147, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0548, root_relative_squared_error: 0.1102, 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: 0.989, mean_absolute_error: 0.006, 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: 0.0122, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0535, root_relative_squared_error: 0.1076, unweighted_recall: 0.9964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9985, kappa: 0.997, kb_relative_information_score: 0.9952, mean_absolute_error: 0.0025, 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: 0.0051, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.0832, unweighted_recall: 0.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 0.9589, mean_absolute_error: 0.0247, 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: 0.05, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0776, root_relative_squared_error: 0.1561, unweighted_recall: 0.9941,
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: 0.0058, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0426, root_relative_squared_error: 0.0858, unweighted_recall: 0.9979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9897, kb_relative_information_score: 0.9671, mean_absolute_error: 0.02, 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: 0.0404, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0655, root_relative_squared_error: 0.1317, 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: 0.9925, mean_absolute_error: 0.004, 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: 0.008, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0459, root_relative_squared_error: 0.0925, unweighted_recall: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.8849, kappa: 0.7663, kb_relative_information_score: 0.7006, mean_absolute_error: 0.1532, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8856, number_of_instances: 1372, precision: 0.8869, predictive_accuracy: 0.8856, prior_entropy: 0.9911, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2793, root_relative_squared_error: 0.5621, unweighted_recall: 0.8798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9789, kappa: 0.9572, kb_relative_information_score: 0.9506, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9789, number_of_instances: 1372, precision: 0.9789, predictive_accuracy: 0.9789, prior_entropy: 0.9911, relative_absolute_error: 0.0511, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1304, root_relative_squared_error: 0.2624, unweighted_recall: 0.9787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.799, f_measure: 0.7245, kappa: 0.4415, kb_relative_information_score: 0.3167, mean_absolute_error: 0.3431, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7303, number_of_instances: 1372, precision: 0.7338, predictive_accuracy: 0.7303, prior_entropy: 0.9911, relative_absolute_error: 0.6947, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4141, root_relative_squared_error: 0.8333, unweighted_recall: 0.7159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9193, kappa: 0.8376, kb_relative_information_score: 0.7948, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9191, number_of_instances: 1372, precision: 0.9225, predictive_accuracy: 0.9191, prior_entropy: 0.9911, relative_absolute_error: 0.2151, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.4719, unweighted_recall: 0.9226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9789, kappa: 0.9572, kb_relative_information_score: 0.9408, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9789, number_of_instances: 1372, precision: 0.9789, predictive_accuracy: 0.9789, prior_entropy: 0.9911, relative_absolute_error: 0.0628, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.137, root_relative_squared_error: 0.2756, unweighted_recall: 0.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9738, kappa: 0.9469, kb_relative_information_score: 0.9388, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9738, number_of_instances: 1372, precision: 0.9738, predictive_accuracy: 0.9738, prior_entropy: 0.9911, relative_absolute_error: 0.0626, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.2923, unweighted_recall: 0.9733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9592, kappa: 0.9176, kb_relative_information_score: 0.8999, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9592, number_of_instances: 1372, precision: 0.9595, predictive_accuracy: 0.9592, prior_entropy: 0.9911, relative_absolute_error: 0.1047, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.3434, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.9285, kappa: 0.8551, kb_relative_information_score: 0.8322, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9286, number_of_instances: 1372, precision: 0.9285, predictive_accuracy: 0.9286, prior_entropy: 0.9911, relative_absolute_error: 0.171, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2348, root_relative_squared_error: 0.4726, unweighted_recall: 0.9269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9367, kappa: 0.8721, kb_relative_information_score: 0.8439, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9366, number_of_instances: 1372, precision: 0.9373, predictive_accuracy: 0.9366, prior_entropy: 0.9911, relative_absolute_error: 0.1624, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.4129, unweighted_recall: 0.9377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.9093, kappa: 0.8159, kb_relative_information_score: 0.7429, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9096, number_of_instances: 1372, precision: 0.9103, predictive_accuracy: 0.9096, prior_entropy: 0.9911, relative_absolute_error: 0.2758, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2659, root_relative_squared_error: 0.535, unweighted_recall: 0.9054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6411, f_measure: 0.5025, kappa: 0.1057, kb_relative_information_score: 0.1303, mean_absolute_error: 0.4287, mean_prior_absolute_error: 0.4939, weighted_recall: 0.5948, number_of_instances: 1372, precision: 0.6584, predictive_accuracy: 0.5948, prior_entropy: 0.9911, relative_absolute_error: 0.8681, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4645, root_relative_squared_error: 0.9349, unweighted_recall: 0.5485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6984, f_measure: 0.6513, kappa: 0.2929, kb_relative_information_score: 0.1655, mean_absolute_error: 0.4177, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6582, number_of_instances: 1372, precision: 0.6565, predictive_accuracy: 0.6582, prior_entropy: 0.9911, relative_absolute_error: 0.8458, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9202, unweighted_recall: 0.6434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9322, kappa: 0.8628, kb_relative_information_score: 0.846, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9322, number_of_instances: 1372, precision: 0.9322, predictive_accuracy: 0.9322, prior_entropy: 0.9911, relative_absolute_error: 0.1565, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.4235, unweighted_recall: 0.9315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9767, kappa: 0.9528, kb_relative_information_score: 0.9497, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9767, number_of_instances: 1372, precision: 0.9767, predictive_accuracy: 0.9767, prior_entropy: 0.9911, relative_absolute_error: 0.0508, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.2903, unweighted_recall: 0.9766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9657, kappa: 0.9306, kb_relative_information_score: 0.9117, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9657, number_of_instances: 1372, precision: 0.9658, predictive_accuracy: 0.9657, prior_entropy: 0.9911, relative_absolute_error: 0.0919, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.3191, unweighted_recall: 0.9647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9745, kappa: 0.9483, kb_relative_information_score: 0.9331, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9745, number_of_instances: 1372, precision: 0.9745, predictive_accuracy: 0.9745, prior_entropy: 0.9911, relative_absolute_error: 0.0702, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1471, root_relative_squared_error: 0.2961, unweighted_recall: 0.9738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9513, kappa: 0.9016, kb_relative_information_score: 0.8592, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9512, number_of_instances: 1372, precision: 0.9522, predictive_accuracy: 0.9512, prior_entropy: 0.9911, relative_absolute_error: 0.1481, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1944, root_relative_squared_error: 0.3912, unweighted_recall: 0.9529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9359, kappa: 0.8701, kb_relative_information_score: 0.8341, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9359, number_of_instances: 1372, precision: 0.9359, predictive_accuracy: 0.9359, prior_entropy: 0.9911, relative_absolute_error: 0.1721, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.4469, unweighted_recall: 0.9351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9299, kappa: 0.858, kb_relative_information_score: 0.8431, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4939, weighted_recall: 0.93, number_of_instances: 1372, precision: 0.9301, predictive_accuracy: 0.93, prior_entropy: 0.9911, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.4418, unweighted_recall: 0.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9496, kappa: 0.8978, kb_relative_information_score: 0.888, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9497, number_of_instances: 1372, precision: 0.9499, predictive_accuracy: 0.9497, prior_entropy: 0.9911, relative_absolute_error: 0.1143, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3724, unweighted_recall: 0.9475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9512, kappa: 0.9012, kb_relative_information_score: 0.8882, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9512, number_of_instances: 1372, precision: 0.9512, predictive_accuracy: 0.9512, prior_entropy: 0.9911, relative_absolute_error: 0.1142, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.3747, unweighted_recall: 0.9508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9642, kappa: 0.9275, kb_relative_information_score: 0.9139, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9643, number_of_instances: 1372, precision: 0.9644, predictive_accuracy: 0.9643, prior_entropy: 0.9911, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1633, root_relative_squared_error: 0.3287, unweighted_recall: 0.9628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9716, kappa: 0.9425, kb_relative_information_score: 0.9301, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9716, number_of_instances: 1372, precision: 0.9716, predictive_accuracy: 0.9716, prior_entropy: 0.9911, relative_absolute_error: 0.0721, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.3157, unweighted_recall: 0.9715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.8483, kappa: 0.692, kb_relative_information_score: 0.5956, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8491, number_of_instances: 1372, precision: 0.8497, predictive_accuracy: 0.8491, prior_entropy: 0.9911, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.6585, unweighted_recall: 0.8432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.894, kappa: 0.785, kb_relative_information_score: 0.7418, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8943, number_of_instances: 1372, precision: 0.8945, predictive_accuracy: 0.8943, prior_entropy: 0.9911, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.5365, unweighted_recall: 0.8906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.7186, kappa: 0.4459, kb_relative_information_score: 0.3942, mean_absolute_error: 0.3019, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7398, number_of_instances: 1372, precision: 0.7878, predictive_accuracy: 0.7398, prior_entropy: 0.9911, relative_absolute_error: 0.6113, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3884, root_relative_squared_error: 0.7816, unweighted_recall: 0.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9343, kappa: 0.8669, kb_relative_information_score: 0.8399, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9344, number_of_instances: 1372, precision: 0.9344, predictive_accuracy: 0.9344, prior_entropy: 0.9911, relative_absolute_error: 0.1655, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.4414, unweighted_recall: 0.9324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9213, kappa: 0.8407, kb_relative_information_score: 0.782, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9213, number_of_instances: 1372, precision: 0.9213, predictive_accuracy: 0.9213, prior_entropy: 0.9911, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.4915, unweighted_recall: 0.9206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9148, kappa: 0.8276, kb_relative_information_score: 0.7667, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9147, number_of_instances: 1372, precision: 0.9149, predictive_accuracy: 0.9147, prior_entropy: 0.9911, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2484, root_relative_squared_error: 0.4999, unweighted_recall: 0.9144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9672, kappa: 0.9336, kb_relative_information_score: 0.9225, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9672, number_of_instances: 1372, precision: 0.9672, predictive_accuracy: 0.9672, prior_entropy: 0.9911, relative_absolute_error: 0.0791, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.3476, unweighted_recall: 0.9665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9723, kappa: 0.944, kb_relative_information_score: 0.9255, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9723, number_of_instances: 1372, precision: 0.9724, predictive_accuracy: 0.9723, prior_entropy: 0.9911, relative_absolute_error: 0.0785, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.15, root_relative_squared_error: 0.3018, unweighted_recall: 0.9728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.9592, kappa: 0.9174, kb_relative_information_score: 0.9141, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9592, number_of_instances: 1372, precision: 0.9592, predictive_accuracy: 0.9592, prior_entropy: 0.9911, relative_absolute_error: 0.0859, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.3731, unweighted_recall: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.76, kappa: 0.5155, kb_relative_information_score: 0.4522, mean_absolute_error: 0.275, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7595, number_of_instances: 1372, precision: 0.7613, predictive_accuracy: 0.7595, prior_entropy: 0.9911, relative_absolute_error: 0.5569, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3739, root_relative_squared_error: 0.7524, unweighted_recall: 0.7591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9774, kappa: 0.9543, kb_relative_information_score: 0.9388, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9774, number_of_instances: 1372, precision: 0.9775, predictive_accuracy: 0.9774, prior_entropy: 0.9911, relative_absolute_error: 0.0634, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1423, root_relative_squared_error: 0.2863, unweighted_recall: 0.9777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.919, kappa: 0.8359, kb_relative_information_score: 0.8036, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9191, number_of_instances: 1372, precision: 0.9191, predictive_accuracy: 0.9191, prior_entropy: 0.9911, relative_absolute_error: 0.2031, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.4713, unweighted_recall: 0.9172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, f_measure: 0.7907, kappa: 0.5873, kb_relative_information_score: 0.4839, mean_absolute_error: 0.2611, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7908, number_of_instances: 1372, precision: 0.8126, predictive_accuracy: 0.7908, prior_entropy: 0.9911, relative_absolute_error: 0.5287, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3635, root_relative_squared_error: 0.7314, unweighted_recall: 0.8014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9613, kappa: 0.9215, kb_relative_information_score: 0.9103, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9614, number_of_instances: 1372, precision: 0.9616, predictive_accuracy: 0.9614, prior_entropy: 0.9911, relative_absolute_error: 0.0919, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.167, root_relative_squared_error: 0.336, unweighted_recall: 0.9593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9431, kappa: 0.8847, kb_relative_information_score: 0.8467, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9431, number_of_instances: 1372, precision: 0.9432, predictive_accuracy: 0.9431, prior_entropy: 0.9911, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.209, root_relative_squared_error: 0.4205, unweighted_recall: 0.9416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.6984, kappa: 0.4086, kb_relative_information_score: 0.3243, mean_absolute_error: 0.339, mean_prior_absolute_error: 0.4939, weighted_recall: 0.723, number_of_instances: 1372, precision: 0.7723, predictive_accuracy: 0.723, prior_entropy: 0.9911, relative_absolute_error: 0.6864, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4146, root_relative_squared_error: 0.8344, unweighted_recall: 0.6938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9439, kappa: 0.8867, kb_relative_information_score: 0.8555, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9439, number_of_instances: 1372, precision: 0.9443, predictive_accuracy: 0.9439, prior_entropy: 0.9911, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.401, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9402, kappa: 0.8787, kb_relative_information_score: 0.8734, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9402, number_of_instances: 1372, precision: 0.9403, predictive_accuracy: 0.9402, prior_entropy: 0.9911, relative_absolute_error: 0.1267, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.4476, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.8408, kappa: 0.6817, kb_relative_information_score: 0.5467, mean_absolute_error: 0.2356, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8404, number_of_instances: 1372, precision: 0.8494, predictive_accuracy: 0.8404, prior_entropy: 0.9911, relative_absolute_error: 0.4771, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.6926, unweighted_recall: 0.8462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6602, f_measure: 0.562, kappa: 0.1887, kb_relative_information_score: 0.1672, mean_absolute_error: 0.4124, mean_prior_absolute_error: 0.4939, weighted_recall: 0.629, number_of_instances: 1372, precision: 0.7008, predictive_accuracy: 0.629, prior_entropy: 0.9911, relative_absolute_error: 0.8351, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4558, root_relative_squared_error: 0.9173, unweighted_recall: 0.5874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9679, kappa: 0.935, kb_relative_information_score: 0.9289, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9679, number_of_instances: 1372, precision: 0.968, predictive_accuracy: 0.9679, prior_entropy: 0.9911, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.3197, unweighted_recall: 0.9669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9759, kappa: 0.9513, kb_relative_information_score: 0.937, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9759, number_of_instances: 1372, precision: 0.976, predictive_accuracy: 0.9759, prior_entropy: 0.9911, relative_absolute_error: 0.0651, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.2962, unweighted_recall: 0.9752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9774, kappa: 0.9542, kb_relative_information_score: 0.9358, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9774, number_of_instances: 1372, precision: 0.9775, predictive_accuracy: 0.9774, prior_entropy: 0.9911, relative_absolute_error: 0.0682, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.262, unweighted_recall: 0.9761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.9041, kappa: 0.8076, kb_relative_information_score: 0.7393, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9038, number_of_instances: 1372, precision: 0.9099, predictive_accuracy: 0.9038, prior_entropy: 0.9911, relative_absolute_error: 0.271, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.5276, unweighted_recall: 0.9088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9715, kappa: 0.9423, kb_relative_information_score: 0.9328, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9716, number_of_instances: 1372, precision: 0.9716, predictive_accuracy: 0.9716, prior_entropy: 0.9911, relative_absolute_error: 0.0684, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1487, root_relative_squared_error: 0.2992, unweighted_recall: 0.9703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9891, kappa: 0.9779, kb_relative_information_score: 0.9788, mean_absolute_error: 0.0104, 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: 0.0212, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.2004, unweighted_recall: 0.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9562, kappa: 0.9113, kb_relative_information_score: 0.8867, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9563, number_of_instances: 1372, precision: 0.9563, predictive_accuracy: 0.9563, prior_entropy: 0.9911, relative_absolute_error: 0.1172, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.3767, unweighted_recall: 0.9551,

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

OpenML APIs