Task
Supervised Classification on wdbc

Supervised Classification on wdbc

Task 9946 Supervised Classification wdbc 147945 runs submitted
1 likes downloaded by 2 people , 2 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_7 study_98 study_99
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147945 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.928, kappa: 0.8463, kb_relative_information_score: 0.8414, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9279, number_of_instances: 569, precision: 0.9282, predictive_accuracy: 0.9279, prior_entropy: 0.9526, relative_absolute_error: 0.1541, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.5552, unweighted_recall: 0.9244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.9247, kappa: 0.8394, kb_relative_information_score: 0.8337, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9244, number_of_instances: 569, precision: 0.9252, predictive_accuracy: 0.9244, prior_entropy: 0.9526, relative_absolute_error: 0.1616, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.5686, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9491, kappa: 0.8911, kb_relative_information_score: 0.812, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.4676, weighted_recall: 0.949, number_of_instances: 569, precision: 0.9491, predictive_accuracy: 0.949, prior_entropy: 0.9526, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4056, usercpu_time_millis: 14.199, usercpu_time_millis_testing: 0.515, usercpu_time_millis_training: 13.684, unweighted_recall: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9595, kappa: 0.9133, kb_relative_information_score: 0.8937, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.38, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9595, kappa: 0.9133, kb_relative_information_score: 0.8937, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.108, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.3835, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.956, kappa: 0.9056, kb_relative_information_score: 0.822, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.2, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.3749, unweighted_recall: 0.9506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9649, kappa: 0.925, kb_relative_information_score: 0.895, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.1107, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.3442, unweighted_recall: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9595, kappa: 0.9131, kb_relative_information_score: 0.8922, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.1113, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.166, root_relative_squared_error: 0.3434, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9527, kappa: 0.8992, kb_relative_information_score: 0.8806, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9525, number_of_instances: 569, precision: 0.9532, predictive_accuracy: 0.9525, prior_entropy: 0.9526, relative_absolute_error: 0.1214, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.387, unweighted_recall: 0.9526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9613, kappa: 0.917, kb_relative_information_score: 0.8351, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3722, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.942, kappa: 0.8758, kb_relative_information_score: 0.8558, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.4676, weighted_recall: 0.942, number_of_instances: 569, precision: 0.942, predictive_accuracy: 0.942, prior_entropy: 0.9526, relative_absolute_error: 0.1481, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.4307, unweighted_recall: 0.9375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.956, kappa: 0.9059, kb_relative_information_score: 0.8978, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.1014, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.3853, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9578, kappa: 0.9096, kb_relative_information_score: 0.8399, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.1793, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.175, root_relative_squared_error: 0.362, unweighted_recall: 0.9539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9666, kappa: 0.9285, kb_relative_information_score: 0.8873, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.121, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.3445, unweighted_recall: 0.9638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9454, kappa: 0.8829, kb_relative_information_score: 0.8256, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9455, number_of_instances: 569, precision: 0.9454, predictive_accuracy: 0.9455, prior_entropy: 0.9526, relative_absolute_error: 0.1871, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.4202, unweighted_recall: 0.9393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9648, kappa: 0.9245, kb_relative_information_score: 0.9174, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.3367, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.97, kappa: 0.9358, kb_relative_information_score: 0.9118, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9701, number_of_instances: 569, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9526, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.156, root_relative_squared_error: 0.3226, unweighted_recall: 0.9657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0006, mean_absolute_error: 0.4674, mean_prior_absolute_error: 0.4676, weighted_recall: 0.6274, number_of_instances: 569, predictive_accuracy: 0.6274, prior_entropy: 0.9526, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9613, kappa: 0.917, kb_relative_information_score: 0.9077, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.0912, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.353, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 0.9054, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.0936, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.3792, unweighted_recall: 0.9563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.963, kappa: 0.9208, kb_relative_information_score: 0.882, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.963, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.3534, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9346, kappa: 0.8594, kb_relative_information_score: 0.8251, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.4676, weighted_recall: 0.935, number_of_instances: 569, precision: 0.935, predictive_accuracy: 0.935, prior_entropy: 0.9526, relative_absolute_error: 0.184, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.4358, unweighted_recall: 0.9252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9666, kappa: 0.9284, kb_relative_information_score: 0.9184, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.3617, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9612, kappa: 0.9168, kb_relative_information_score: 0.9067, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.095, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.3278, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kb_relative_information_score: 0.0006, mean_absolute_error: 0.4674, mean_prior_absolute_error: 0.4676, weighted_recall: 0.6274, number_of_instances: 569, predictive_accuracy: 0.6274, prior_entropy: 0.9526, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9594, kappa: 0.913, kb_relative_information_score: 0.8822, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9596, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.1234, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.3612, unweighted_recall: 0.9534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, kb_relative_information_score: -0.0001, mean_absolute_error: 0.4676, mean_prior_absolute_error: 0.4676, weighted_recall: 0.6274, number_of_instances: 569, predictive_accuracy: 0.6274, prior_entropy: 0.9526, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 0.8945, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.1093, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.3566, unweighted_recall: 0.9563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9527, kappa: 0.8992, kb_relative_information_score: 0.8226, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9525, number_of_instances: 569, precision: 0.9532, predictive_accuracy: 0.9525, prior_entropy: 0.9526, relative_absolute_error: 0.1925, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.4083, unweighted_recall: 0.9526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9543, kappa: 0.9023, kb_relative_information_score: 0.8755, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.3875, unweighted_recall: 0.9511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 0.8899, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.115, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.3479, unweighted_recall: 0.9563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 0.9029, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.0961, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1772, root_relative_squared_error: 0.3664, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0006, mean_absolute_error: 0.4674, mean_prior_absolute_error: 0.4676, weighted_recall: 0.6274, number_of_instances: 569, predictive_accuracy: 0.6274, prior_entropy: 0.9526, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.949, kappa: 0.8909, kb_relative_information_score: 0.8611, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.4676, weighted_recall: 0.949, number_of_instances: 569, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.9526, relative_absolute_error: 0.1422, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4134, unweighted_recall: 0.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9579, kappa: 0.91, kb_relative_information_score: 0.8846, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9579, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.1187, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.3752, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9576, kappa: 0.9089, kb_relative_information_score: 0.8937, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.958, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.1064, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.3714, unweighted_recall: 0.9501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9576, kappa: 0.9091, kb_relative_information_score: 0.9087, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9579, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.089, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.3707, unweighted_recall: 0.9511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9648, kappa: 0.9245, kb_relative_information_score: 0.8837, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.1236, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3557, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9631, kappa: 0.9213, kb_relative_information_score: 0.9026, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9633, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.345, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9613, kappa: 0.9173, kb_relative_information_score: 0.9126, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.0867, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3424, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9474, kappa: 0.8877, kb_relative_information_score: 0.859, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9473, number_of_instances: 569, precision: 0.9476, predictive_accuracy: 0.9473, prior_entropy: 0.9526, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2023, root_relative_squared_error: 0.4185, unweighted_recall: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9456, kappa: 0.8838, kb_relative_information_score: 0.8713, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9455, number_of_instances: 569, precision: 0.9457, predictive_accuracy: 0.9455, prior_entropy: 0.9526, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.4015, unweighted_recall: 0.9432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9386, kappa: 0.8688, kb_relative_information_score: 0.829, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9385, number_of_instances: 569, precision: 0.9387, predictive_accuracy: 0.9385, prior_entropy: 0.9526, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4105, unweighted_recall: 0.9357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9612, kappa: 0.9168, kb_relative_information_score: 0.906, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.3531, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9561, kappa: 0.9063, kb_relative_information_score: 0.896, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.9562, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.1055, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.3623, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9456, kappa: 0.8838, kb_relative_information_score: 0.8501, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9455, number_of_instances: 569, precision: 0.9457, predictive_accuracy: 0.9455, prior_entropy: 0.9526, relative_absolute_error: 0.1566, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.407, unweighted_recall: 0.9432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 0.8609, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9525, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.9526, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.3716, unweighted_recall: 0.9488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9665, kappa: 0.9282, kb_relative_information_score: 0.9107, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.0921, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1555, root_relative_squared_error: 0.3216, unweighted_recall: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9666, kappa: 0.9286, kb_relative_information_score: 0.921, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.341, unweighted_recall: 0.9648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9613, kappa: 0.917, kb_relative_information_score: 0.9069, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1637, root_relative_squared_error: 0.3385, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9579, kappa: 0.9101, kb_relative_information_score: 0.8633, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9581, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.1478, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.3618, unweighted_recall: 0.9568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9543, kappa: 0.9021, kb_relative_information_score: 0.8819, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.382, unweighted_recall: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9508, kappa: 0.8947, kb_relative_information_score: 0.8718, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9508, number_of_instances: 569, precision: 0.9508, predictive_accuracy: 0.9508, prior_entropy: 0.9526, relative_absolute_error: 0.1319, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.3892, unweighted_recall: 0.9474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9613, kappa: 0.917, kb_relative_information_score: 0.8578, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.1581, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.3523, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.949, kappa: 0.8909, kb_relative_information_score: 0.844, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.4676, weighted_recall: 0.949, number_of_instances: 569, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.9526, relative_absolute_error: 0.1669, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.388, unweighted_recall: 0.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 0.8817, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1235, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.174, root_relative_squared_error: 0.36, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9648, kappa: 0.9245, kb_relative_information_score: 0.9193, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.0808, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3388, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 0.9085, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.0889, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.174, root_relative_squared_error: 0.36, unweighted_recall: 0.9563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 0.8902, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1097, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.38, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9543, kappa: 0.9021, kb_relative_information_score: 0.8649, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1439, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.3854, unweighted_recall: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9491, kappa: 0.8911, kb_relative_information_score: 0.8483, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.4676, weighted_recall: 0.949, number_of_instances: 569, precision: 0.9491, predictive_accuracy: 0.949, prior_entropy: 0.9526, relative_absolute_error: 0.1603, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.3952, unweighted_recall: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 0.8732, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3833, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.956, kappa: 0.9058, kb_relative_information_score: 0.8786, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1716, root_relative_squared_error: 0.355, unweighted_recall: 0.9516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.956, kappa: 0.9058, kb_relative_information_score: 0.8623, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.3638, unweighted_recall: 0.9516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9543, kappa: 0.9025, kb_relative_information_score: 0.8436, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9544, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1677, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.3927, unweighted_recall: 0.9521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9404, kappa: 0.8729, kb_relative_information_score: 0.851, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9402, number_of_instances: 569, precision: 0.9408, predictive_accuracy: 0.9402, prior_entropy: 0.9526, relative_absolute_error: 0.1517, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.4251, unweighted_recall: 0.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 0.8961, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.107, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.3612, unweighted_recall: 0.9563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9684, kappa: 0.9323, kb_relative_information_score: 0.9108, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9684, number_of_instances: 569, precision: 0.9684, predictive_accuracy: 0.9684, prior_entropy: 0.9526, relative_absolute_error: 0.0928, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.156, root_relative_squared_error: 0.3227, unweighted_recall: 0.9662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9559, kappa: 0.9054, kb_relative_information_score: 0.9016, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.9561, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.098, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.3669, unweighted_recall: 0.9497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9456, kappa: 0.8838, kb_relative_information_score: 0.8525, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9455, number_of_instances: 569, precision: 0.9457, predictive_accuracy: 0.9455, prior_entropy: 0.9526, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.408, unweighted_recall: 0.9432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9506, kappa: 0.8939, kb_relative_information_score: 0.8905, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9508, number_of_instances: 569, precision: 0.9508, predictive_accuracy: 0.9508, prior_entropy: 0.9526, relative_absolute_error: 0.1099, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.3843, unweighted_recall: 0.9435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9577, kappa: 0.9093, kb_relative_information_score: 0.8836, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3621, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9577, kappa: 0.9094, kb_relative_information_score: 0.8984, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.1029, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.358, unweighted_recall: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9577, kappa: 0.9093, kb_relative_information_score: 0.894, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.3487, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9629, kappa: 0.9204, kb_relative_information_score: 0.9028, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9633, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.0995, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1761, root_relative_squared_error: 0.3643, unweighted_recall: 0.9562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9561, kappa: 0.9063, kb_relative_information_score: 0.8839, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.9562, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.1201, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.3695, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9562, kappa: 0.9065, kb_relative_information_score: 0.8434, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.9564, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.3908, unweighted_recall: 0.9554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9648, kappa: 0.9247, kb_relative_information_score: 0.8874, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9649, number_of_instances: 569, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.9526, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.345, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9612, kappa: 0.9168, kb_relative_information_score: 0.9061, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.0938, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.351, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 0.9066, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1892, root_relative_squared_error: 0.3914, unweighted_recall: 0.9563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9631, kappa: 0.921, kb_relative_information_score: 0.8937, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.1118, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1637, root_relative_squared_error: 0.3386, unweighted_recall: 0.9601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 0.8875, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9525, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.9526, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.4016, unweighted_recall: 0.9478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9541, kappa: 0.9015, kb_relative_information_score: 0.8788, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1258, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.3896, unweighted_recall: 0.9473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.97, kappa: 0.9357, kb_relative_information_score: 0.9223, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9701, number_of_instances: 569, precision: 0.9702, predictive_accuracy: 0.9701, prior_entropy: 0.9526, relative_absolute_error: 0.0788, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.154, root_relative_squared_error: 0.3184, unweighted_recall: 0.9647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9527, kappa: 0.899, kb_relative_information_score: 0.8773, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9525, number_of_instances: 569, precision: 0.9529, predictive_accuracy: 0.9525, prior_entropy: 0.9526, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.3917, unweighted_recall: 0.9516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9595, kappa: 0.9131, kb_relative_information_score: 0.8977, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.3545, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9541, kappa: 0.9013, kb_relative_information_score: 0.8871, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9543, number_of_instances: 569, precision: 0.9545, predictive_accuracy: 0.9543, prior_entropy: 0.9526, relative_absolute_error: 0.1141, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.3747, unweighted_recall: 0.9463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9368, kappa: 0.8652, kb_relative_information_score: 0.7004, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9367, number_of_instances: 569, precision: 0.9371, predictive_accuracy: 0.9367, prior_entropy: 0.9526, relative_absolute_error: 0.3398, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.23, root_relative_squared_error: 0.4757, unweighted_recall: 0.9343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9664, kappa: 0.9278, kb_relative_information_score: 0.904, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9666, number_of_instances: 569, precision: 0.967, predictive_accuracy: 0.9666, prior_entropy: 0.9526, relative_absolute_error: 0.0995, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.3519, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9595, kappa: 0.9131, kb_relative_information_score: 0.8811, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9596, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.9526, relative_absolute_error: 0.1245, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.3614, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9473, kappa: 0.8874, kb_relative_information_score: 0.8611, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9473, number_of_instances: 569, precision: 0.9474, predictive_accuracy: 0.9473, prior_entropy: 0.9526, relative_absolute_error: 0.1459, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.3843, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9631, kappa: 0.9211, kb_relative_information_score: 0.8886, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.1146, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.3707, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9509, kappa: 0.8951, kb_relative_information_score: 0.8561, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9508, number_of_instances: 569, precision: 0.9511, predictive_accuracy: 0.9508, prior_entropy: 0.9526, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.4114, unweighted_recall: 0.9493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, kb_relative_information_score: 0.0002, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, weighted_recall: 0.6274, number_of_instances: 569, predictive_accuracy: 0.6274, prior_entropy: 0.9526, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9578, kappa: 0.9098, kb_relative_information_score: 0.896, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9578, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.9526, relative_absolute_error: 0.1055, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.3613, unweighted_recall: 0.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9683, kappa: 0.9321, kb_relative_information_score: 0.9108, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9684, number_of_instances: 569, precision: 0.9683, predictive_accuracy: 0.9684, prior_entropy: 0.9526, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.16, root_relative_squared_error: 0.3309, unweighted_recall: 0.9643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9559, kappa: 0.9052, kb_relative_information_score: 0.8859, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9561, number_of_instances: 569, precision: 0.9562, predictive_accuracy: 0.9561, prior_entropy: 0.9526, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3721, unweighted_recall: 0.9487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9614, kappa: 0.9176, kb_relative_information_score: 0.8764, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9613, number_of_instances: 569, precision: 0.9616, predictive_accuracy: 0.9613, prior_entropy: 0.9526, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3809, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9473, kappa: 0.8872, kb_relative_information_score: 0.8637, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9473, number_of_instances: 569, precision: 0.9473, predictive_accuracy: 0.9473, prior_entropy: 0.9526, relative_absolute_error: 0.141, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4054, unweighted_recall: 0.9436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9631, kappa: 0.9211, kb_relative_information_score: 0.9169, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.4676, weighted_recall: 0.9631, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9526, relative_absolute_error: 0.082, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1642, root_relative_squared_error: 0.3396, unweighted_recall: 0.961,

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

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