Task
Supervised Classification on pendigits

Supervised Classification on pendigits

Task 32 Supervised Classification pendigits 23214 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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23214 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9904, kappa: 0.9894, kb_relative_information_score: 0.9908, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9905, predictive_accuracy: 0.9904, prior_entropy: 3.3208, recall: 0.9904, relative_absolute_error: 0.0111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0397, root_relative_squared_error: 0.1322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9904, kappa: 0.9894, kb_relative_information_score: 0.9908, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9905, predictive_accuracy: 0.9904, prior_entropy: 3.3208, recall: 0.9904, relative_absolute_error: 0.0111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0397, root_relative_squared_error: 0.1322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9941, kappa: 0.9934, kb_relative_information_score: 0.9944, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 3.3208, recall: 0.9941, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.031, root_relative_squared_error: 0.1034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9904, kappa: 0.9893, kb_relative_information_score: 0.9902, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 3.3208, recall: 0.9904, relative_absolute_error: 0.012, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0406, root_relative_squared_error: 0.1353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.9159, kappa: 0.8941, kb_relative_information_score: 0.9007, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9463, predictive_accuracy: 0.9047, prior_entropy: 3.3208, recall: 0.9047, relative_absolute_error: 0.1064, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.4576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.9159, kappa: 0.8941, kb_relative_information_score: 0.9007, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9463, predictive_accuracy: 0.9047, prior_entropy: 3.3208, recall: 0.9047, relative_absolute_error: 0.1064, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.4576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9898, kappa: 0.9887, kb_relative_information_score: 0.9831, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 3.3208, recall: 0.9898, relative_absolute_error: 0.0307, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0419, root_relative_squared_error: 0.1395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9847, kappa: 0.983, kb_relative_information_score: 0.9729, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9847, predictive_accuracy: 0.9847, prior_entropy: 3.3208, recall: 0.9847, relative_absolute_error: 0.0508, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0526, root_relative_squared_error: 0.1754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9929, kappa: 0.9921, kb_relative_information_score: 0.9932, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9929, predictive_accuracy: 0.9929, prior_entropy: 3.3208, recall: 0.9929, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0339, root_relative_squared_error: 0.1129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9935, kappa: 0.9928, kb_relative_information_score: 0.9934, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9935, predictive_accuracy: 0.9935, prior_entropy: 3.3208, recall: 0.9935, relative_absolute_error: 0.0088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0326, root_relative_squared_error: 0.1085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9935, kappa: 0.9928, kb_relative_information_score: 0.9934, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9935, predictive_accuracy: 0.9935, prior_entropy: 3.3208, recall: 0.9935, relative_absolute_error: 0.0088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0326, root_relative_squared_error: 0.1085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9856, kappa: 0.984, kb_relative_information_score: 0.985, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 3.3208, recall: 0.9856, relative_absolute_error: 0.0183, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0507, root_relative_squared_error: 0.1689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9908, kappa: 0.9898, kb_relative_information_score: 0.9882, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9908, predictive_accuracy: 0.9908, prior_entropy: 3.3208, recall: 0.9908, relative_absolute_error: 0.0186, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0392, root_relative_squared_error: 0.1307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9908, kappa: 0.9898, kb_relative_information_score: 0.9882, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9908, predictive_accuracy: 0.9908, prior_entropy: 3.3208, recall: 0.9908, relative_absolute_error: 0.0186, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0392, root_relative_squared_error: 0.1307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9931, kappa: 0.9923, kb_relative_information_score: 0.9932, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 3.3208, recall: 0.9931, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0339, root_relative_squared_error: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9931, kappa: 0.9923, kb_relative_information_score: 0.9932, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 3.3208, recall: 0.9931, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0339, root_relative_squared_error: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.989, kappa: 0.9878, kb_relative_information_score: 0.9817, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 3.3208, recall: 0.989, relative_absolute_error: 0.0331, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.1443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.989, kappa: 0.9878, kb_relative_information_score: 0.9817, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 3.3208, recall: 0.989, relative_absolute_error: 0.0331, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.1443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9898, kappa: 0.9887, kb_relative_information_score: 0.9831, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 3.3208, recall: 0.9898, relative_absolute_error: 0.0307, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0419, root_relative_squared_error: 0.1395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9912, kappa: 0.9902, kb_relative_information_score: 0.9913, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 3.3208, recall: 0.9912, relative_absolute_error: 0.0108, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0385, root_relative_squared_error: 0.1285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9912, kappa: 0.9902, kb_relative_information_score: 0.9913, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 3.3208, recall: 0.9912, relative_absolute_error: 0.0108, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0385, root_relative_squared_error: 0.1285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9896, kappa: 0.9885, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 3.3208, recall: 0.9896, relative_absolute_error: 0.0311, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0417, root_relative_squared_error: 0.1391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9889, kappa: 0.9877, kb_relative_information_score: 0.9889, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9889, predictive_accuracy: 0.9889, prior_entropy: 3.3208, recall: 0.9889, relative_absolute_error: 0.0149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0421, root_relative_squared_error: 0.1402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9856, kappa: 0.984, kb_relative_information_score: 0.985, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 3.3208, recall: 0.9856, relative_absolute_error: 0.0183, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0507, root_relative_squared_error: 0.1689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9931, kb_relative_information_score: 0.9938, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 3.3208, recall: 0.9938, relative_absolute_error: 0.0076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0324, root_relative_squared_error: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5113, kappa: 0.0226, kb_relative_information_score: 0.0823, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.18, number_of_instances: 10992, predictive_accuracy: 0.1244, prior_entropy: 3.3208, recall: 0.1244, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4185, root_relative_squared_error: 1.3951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8104, f_measure: 0.6245, kappa: 0.621, kb_relative_information_score: 0.6425, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.7086, predictive_accuracy: 0.6591, prior_entropy: 3.3208, recall: 0.6591, relative_absolute_error: 0.3788, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.8704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.7989, kappa: 0.7219, kb_relative_information_score: 0.7381, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9299, predictive_accuracy: 0.7495, prior_entropy: 3.3208, recall: 0.7495, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.7462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5312, kappa: 0.0624, kb_relative_information_score: 0.119, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, number_of_instances: 10992, predictive_accuracy: 0.1599, prior_entropy: 3.3208, recall: 0.1599, relative_absolute_error: 0.9336, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4099, root_relative_squared_error: 1.3664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.7403, kappa: 0.7229, kb_relative_information_score: 0.7381, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.7812, predictive_accuracy: 0.7506, prior_entropy: 3.3208, recall: 0.7506, relative_absolute_error: 0.2771, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.7445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.934, kappa: 0.9173, kb_relative_information_score: 0.9224, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9572, predictive_accuracy: 0.9256, prior_entropy: 3.3208, recall: 0.9256, relative_absolute_error: 0.0827, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.122, root_relative_squared_error: 0.4067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.983, kappa: 0.9811, kb_relative_information_score: 0.9822, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.983, predictive_accuracy: 0.983, prior_entropy: 3.3208, recall: 0.983, relative_absolute_error: 0.0189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.1945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9649, kappa: 0.9611, kb_relative_information_score: 0.9635, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9651, predictive_accuracy: 0.965, prior_entropy: 3.3208, recall: 0.965, relative_absolute_error: 0.0389, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9941, kappa: 0.9934, kb_relative_information_score: 0.9938, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 3.3208, recall: 0.9941, relative_absolute_error: 0.0066, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0344, root_relative_squared_error: 0.1146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.995, kappa: 0.9944, kb_relative_information_score: 0.9948, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 3.3208, recall: 0.995, relative_absolute_error: 0.0056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0316, root_relative_squared_error: 0.1055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9951, kappa: 0.9945, kb_relative_information_score: 0.9948, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 3.3208, recall: 0.9951, relative_absolute_error: 0.0055, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.1045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9951, kappa: 0.9945, kb_relative_information_score: 0.9949, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 3.3208, recall: 0.9951, relative_absolute_error: 0.0055, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.1045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9935, kappa: 0.9928, kb_relative_information_score: 0.9932, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9936, predictive_accuracy: 0.9935, prior_entropy: 3.3208, recall: 0.9935, relative_absolute_error: 0.0072, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0359, root_relative_squared_error: 0.1198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9823, kappa: 0.9804, kb_relative_information_score: 0.9815, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9824, predictive_accuracy: 0.9824, prior_entropy: 3.3208, recall: 0.9824, relative_absolute_error: 0.0196, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.1981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9795, kb_relative_information_score: 0.9807, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 3.3208, recall: 0.9815, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.9185, kappa: 0.9105, kb_relative_information_score: 0.9162, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9212, predictive_accuracy: 0.9195, prior_entropy: 3.3208, recall: 0.9195, relative_absolute_error: 0.0895, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1269, root_relative_squared_error: 0.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.9448, kappa: 0.9391, kb_relative_information_score: 0.943, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9457, predictive_accuracy: 0.9452, prior_entropy: 3.3208, recall: 0.9452, relative_absolute_error: 0.0609, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1047, root_relative_squared_error: 0.3489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 0.979, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 3.3208, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.2109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9646, kappa: 0.9608, kb_relative_information_score: 0.9632, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9648, predictive_accuracy: 0.9647, prior_entropy: 3.3208, recall: 0.9647, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.084, root_relative_squared_error: 0.2801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9791, kappa: 0.9767, kb_relative_information_score: 0.9781, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9791, predictive_accuracy: 0.9791, prior_entropy: 3.3208, recall: 0.9791, relative_absolute_error: 0.0233, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0647, root_relative_squared_error: 0.2157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9799, kappa: 0.9777, kb_relative_information_score: 0.979, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9799, predictive_accuracy: 0.9799, prior_entropy: 3.3208, recall: 0.9799, relative_absolute_error: 0.0223, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0634, root_relative_squared_error: 0.2114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 0.9759, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 3.3208, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9795, kappa: 0.9773, kb_relative_information_score: 0.9785, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9795, predictive_accuracy: 0.9795, prior_entropy: 3.3208, recall: 0.9795, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.064, root_relative_squared_error: 0.2133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9658, kappa: 0.9621, kb_relative_information_score: 0.9644, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.966, predictive_accuracy: 0.9659, prior_entropy: 3.3208, recall: 0.9659, relative_absolute_error: 0.0379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.2754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9746, kappa: 0.9718, kb_relative_information_score: 0.9734, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9746, predictive_accuracy: 0.9746, prior_entropy: 3.3208, recall: 0.9746, relative_absolute_error: 0.0282, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0712, root_relative_squared_error: 0.2375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9652, kappa: 0.9615, kb_relative_information_score: 0.9639, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9654, predictive_accuracy: 0.9653, prior_entropy: 3.3208, recall: 0.9653, relative_absolute_error: 0.0385, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.2776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9929, kappa: 0.9921, kb_relative_information_score: 0.9926, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9929, predictive_accuracy: 0.9929, prior_entropy: 3.3208, recall: 0.9929, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.1256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9962, kappa: 0.9958, kb_relative_information_score: 0.996, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 3.3208, recall: 0.9962, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0276, root_relative_squared_error: 0.0922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9961, kappa: 0.9957, kb_relative_information_score: 0.9959, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9961, predictive_accuracy: 0.9961, prior_entropy: 3.3208, recall: 0.9961, relative_absolute_error: 0.0043, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.028, root_relative_squared_error: 0.0932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, f_measure: 0.9548, kappa: 0.9457, kb_relative_information_score: 0.9491, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9661, predictive_accuracy: 0.9511, prior_entropy: 3.3208, recall: 0.9511, relative_absolute_error: 0.0543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.3295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9931, kappa: 0.9923, kb_relative_information_score: 0.9928, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9932, predictive_accuracy: 0.9931, prior_entropy: 3.3208, recall: 0.9931, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0372, root_relative_squared_error: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.9214, kappa: 0.9137, kb_relative_information_score: 0.9191, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9239, predictive_accuracy: 0.9223, prior_entropy: 3.3208, recall: 0.9223, relative_absolute_error: 0.0863, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.4155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9923, kappa: 0.9914, kb_relative_information_score: 0.9919, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9924, predictive_accuracy: 0.9923, prior_entropy: 3.3208, recall: 0.9923, relative_absolute_error: 0.0086, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0393, root_relative_squared_error: 0.1311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.8471, kappa: 0.8338, kb_relative_information_score: 0.8434, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.858, predictive_accuracy: 0.8504, prior_entropy: 3.3208, recall: 0.8504, relative_absolute_error: 0.1662, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.173, root_relative_squared_error: 0.5766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9561, kappa: 0.9476, kb_relative_information_score: 0.9509, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9664, predictive_accuracy: 0.9529, prior_entropy: 3.3208, recall: 0.9529, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0971, root_relative_squared_error: 0.3236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.8226, kappa: 0.8052, kb_relative_information_score: 0.8164, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.8445, predictive_accuracy: 0.8247, prior_entropy: 3.3208, recall: 0.8247, relative_absolute_error: 0.1948, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.6242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9907, kappa: 0.9896, kb_relative_information_score: 0.9902, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.991, predictive_accuracy: 0.9906, prior_entropy: 3.3208, recall: 0.9906, relative_absolute_error: 0.0104, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.1443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9889, kappa: 0.9877, kb_relative_information_score: 0.9884, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9889, predictive_accuracy: 0.9889, prior_entropy: 3.3208, recall: 0.9889, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0471, root_relative_squared_error: 0.1571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.9357, kappa: 0.9294, kb_relative_information_score: 0.9339, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9373, predictive_accuracy: 0.9365, prior_entropy: 3.3208, recall: 0.9365, relative_absolute_error: 0.0706, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.3757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.987, kappa: 0.9855, kb_relative_information_score: 0.9864, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.987, predictive_accuracy: 0.987, prior_entropy: 3.3208, recall: 0.987, relative_absolute_error: 0.0145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.051, root_relative_squared_error: 0.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.9319, kappa: 0.9253, kb_relative_information_score: 0.9301, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9338, predictive_accuracy: 0.9328, prior_entropy: 3.3208, recall: 0.9328, relative_absolute_error: 0.0747, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.116, root_relative_squared_error: 0.3866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.6557, kappa: 0.6457, kb_relative_information_score: 0.6657, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.7323, predictive_accuracy: 0.6813, prior_entropy: 3.3208, recall: 0.6813, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.8416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.8762, kappa: 0.8647, kb_relative_information_score: 0.8727, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.8804, predictive_accuracy: 0.8783, prior_entropy: 3.3208, recall: 0.8783, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.156, root_relative_squared_error: 0.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9272, f_measure: 0.8679, kappa: 0.8543, kb_relative_information_score: 0.8626, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.8704, predictive_accuracy: 0.8689, prior_entropy: 3.3208, recall: 0.8689, relative_absolute_error: 0.1457, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.5398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9176, f_measure: 0.8475, kappa: 0.835, kb_relative_information_score: 0.8445, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.8551, predictive_accuracy: 0.8515, prior_entropy: 3.3208, recall: 0.8515, relative_absolute_error: 0.165, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.5745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9955, kappa: 0.995, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9955, predictive_accuracy: 0.9955, prior_entropy: 3.3208, recall: 0.9955, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0299, root_relative_squared_error: 0.0995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9952, kappa: 0.9946, kb_relative_information_score: 0.995, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9952, predictive_accuracy: 0.9952, prior_entropy: 3.3208, recall: 0.9952, relative_absolute_error: 0.0054, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0311, root_relative_squared_error: 0.1035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9932, kappa: 0.9924, kb_relative_information_score: 0.9929, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9933, predictive_accuracy: 0.9932, prior_entropy: 3.3208, recall: 0.9932, relative_absolute_error: 0.0076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0369, root_relative_squared_error: 0.1231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9946, kappa: 0.994, kb_relative_information_score: 0.9944, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 3.3208, recall: 0.9946, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0328, root_relative_squared_error: 0.1092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9919, kappa: 0.991, kb_relative_information_score: 0.9915, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 3.3208, recall: 0.9919, relative_absolute_error: 0.009, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0402, root_relative_squared_error: 0.1341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9683, kappa: 0.9649, kb_relative_information_score: 0.9672, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.969, predictive_accuracy: 0.9684, prior_entropy: 3.3208, recall: 0.9684, relative_absolute_error: 0.0351, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0795, root_relative_squared_error: 0.2649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9942, kappa: 0.9935, kb_relative_information_score: 0.9939, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 3.3208, recall: 0.9942, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0341, root_relative_squared_error: 0.1138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9946, kappa: 0.994, kb_relative_information_score: 0.9944, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 3.3208, recall: 0.9946, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0328, root_relative_squared_error: 0.1092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9946, kappa: 0.994, kb_relative_information_score: 0.9944, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 3.3208, recall: 0.9946, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0328, root_relative_squared_error: 0.1092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9803, kappa: 0.9782, kb_relative_information_score: 0.9794, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9803, predictive_accuracy: 0.9803, prior_entropy: 3.3208, recall: 0.9803, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0627, root_relative_squared_error: 0.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5312, kappa: 0.0624, kb_relative_information_score: 0.119, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.18, number_of_instances: 10992, predictive_accuracy: 0.1599, prior_entropy: 3.3208, recall: 0.1599, relative_absolute_error: 0.9336, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4099, root_relative_squared_error: 1.3664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5113, kappa: 0.0226, kb_relative_information_score: 0.0823, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.18, number_of_instances: 10992, predictive_accuracy: 0.1244, prior_entropy: 3.3208, recall: 0.1244, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4185, root_relative_squared_error: 1.3951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.604, kappa: 0.208, kb_relative_information_score: 0.2535, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.18, number_of_instances: 10992, predictive_accuracy: 0.2904, prior_entropy: 3.3208, recall: 0.2904, relative_absolute_error: 0.7886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.2559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5635, kappa: 0.1272, kb_relative_information_score: 0.1794, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.18, number_of_instances: 10992, predictive_accuracy: 0.2179, prior_entropy: 3.3208, recall: 0.2179, relative_absolute_error: 0.8692, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3955, root_relative_squared_error: 1.3185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8104, f_measure: 0.6245, kappa: 0.621, kb_relative_information_score: 0.6425, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.7086, predictive_accuracy: 0.6591, prior_entropy: 3.3208, recall: 0.6591, relative_absolute_error: 0.3788, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.8704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8841, f_measure: 0.8303, kappa: 0.7674, kb_relative_information_score: 0.7811, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9335, predictive_accuracy: 0.7905, prior_entropy: 3.3208, recall: 0.7905, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.6824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5029, kappa: 0.0058, kb_relative_information_score: 0.0668, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.18, number_of_instances: 10992, predictive_accuracy: 0.1093, prior_entropy: 3.3208, recall: 0.1093, relative_absolute_error: 0.9899, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4221, root_relative_squared_error: 1.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.7989, kappa: 0.7219, kb_relative_information_score: 0.7381, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9299, predictive_accuracy: 0.7495, prior_entropy: 3.3208, recall: 0.7495, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.7462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.7403, kappa: 0.7229, kb_relative_information_score: 0.7381, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.7812, predictive_accuracy: 0.7506, prior_entropy: 3.3208, recall: 0.7506, relative_absolute_error: 0.2771, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.7445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8946, kappa: 0.8844, kb_relative_information_score: 0.8913, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.898, predictive_accuracy: 0.8959, prior_entropy: 3.3208, recall: 0.8959, relative_absolute_error: 0.1157, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.8926, kappa: 0.8817, kb_relative_information_score: 0.8887, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.8951, predictive_accuracy: 0.8936, prior_entropy: 3.3208, recall: 0.8936, relative_absolute_error: 0.1183, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.4864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9949, kappa: 0.9943, kb_relative_information_score: 0.9947, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9949, predictive_accuracy: 0.9949, prior_entropy: 3.3208, recall: 0.9949, relative_absolute_error: 0.0057, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0319, root_relative_squared_error: 0.1064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9962, kappa: 0.9958, kb_relative_information_score: 0.996, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 3.3208, recall: 0.9962, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0276, root_relative_squared_error: 0.0922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5113, kappa: 0.0226, kb_relative_information_score: 0.0823, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.18, number_of_instances: 10992, predictive_accuracy: 0.1244, prior_entropy: 3.3208, recall: 0.1244, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4185, root_relative_squared_error: 1.3951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9946, kappa: 0.994, kb_relative_information_score: 0.9944, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 3.3208, recall: 0.9946, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0328, root_relative_squared_error: 0.1092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9946, kappa: 0.994, kb_relative_information_score: 0.9944, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 3.3208, recall: 0.9946, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0328, root_relative_squared_error: 0.1092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6114, f_measure: 0.3482, kappa: 0.2223, kb_relative_information_score: 0.2667, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.4789, predictive_accuracy: 0.2996, prior_entropy: 3.3208, recall: 0.2996, relative_absolute_error: 0.7784, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3743, root_relative_squared_error: 1.2477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.8471, kappa: 0.8338, kb_relative_information_score: 0.8434, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.858, predictive_accuracy: 0.8504, prior_entropy: 3.3208, recall: 0.8504, relative_absolute_error: 0.1662, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.173, root_relative_squared_error: 0.5766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.9214, kappa: 0.9137, kb_relative_information_score: 0.9191, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9239, predictive_accuracy: 0.9223, prior_entropy: 3.3208, recall: 0.9223, relative_absolute_error: 0.0863, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.4155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9943, kappa: 0.9936, kb_relative_information_score: 0.994, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 3.3208, recall: 0.9943, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0339, root_relative_squared_error: 0.1129,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs