OpenML
Supervised Classification on banknote-authentication

Supervised Classification on banknote-authentication

Task 10093 Supervised Classification banknote-authentication 91907 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, f_measure: 0.8039, kappa: 0.6017, kb_relative_information_score: 0.4909, mean_absolute_error: 0.2601, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8054, number_of_instances: 1372, precision: 0.8061, predictive_accuracy: 0.8054, prior_entropy: 0.9911, relative_absolute_error: 0.5266, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.367, root_relative_squared_error: 0.7386, unweighted_recall: 0.7977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9585, kappa: 0.916, kb_relative_information_score: 0.8952, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9585, number_of_instances: 1372, precision: 0.9586, predictive_accuracy: 0.9585, prior_entropy: 0.9911, relative_absolute_error: 0.108, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3621, unweighted_recall: 0.9585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9011, kappa: 0.7992, kb_relative_information_score: 0.7416, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9016, number_of_instances: 1372, precision: 0.9029, predictive_accuracy: 0.9016, prior_entropy: 0.9911, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.264, root_relative_squared_error: 0.5312, unweighted_recall: 0.8964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9316, kappa: 0.862, kb_relative_information_score: 0.8292, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9315, number_of_instances: 1372, precision: 0.9328, predictive_accuracy: 0.9315, prior_entropy: 0.9911, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.4449, unweighted_recall: 0.9333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.973, kappa: 0.9454, kb_relative_information_score: 0.9365, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.4939, weighted_recall: 0.973, number_of_instances: 1372, precision: 0.973, predictive_accuracy: 0.973, prior_entropy: 0.9911, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.2881, unweighted_recall: 0.9725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9548, kappa: 0.9083, kb_relative_information_score: 0.8957, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9548, number_of_instances: 1372, precision: 0.9549, predictive_accuracy: 0.9548, prior_entropy: 0.9911, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.3565, unweighted_recall: 0.9531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9665, kappa: 0.9322, kb_relative_information_score: 0.9203, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9665, number_of_instances: 1372, precision: 0.9665, predictive_accuracy: 0.9665, prior_entropy: 0.9911, relative_absolute_error: 0.0816, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.3274, unweighted_recall: 0.9665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.981, kappa: 0.9616, kb_relative_information_score: 0.9521, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.4939, weighted_recall: 0.981, number_of_instances: 1372, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 0.9911, relative_absolute_error: 0.0503, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.2567, unweighted_recall: 0.9803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9723, kappa: 0.9439, kb_relative_information_score: 0.9294, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9723, number_of_instances: 1372, precision: 0.9723, predictive_accuracy: 0.9723, prior_entropy: 0.9911, relative_absolute_error: 0.0722, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.3229, unweighted_recall: 0.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9177, kappa: 0.8333, kb_relative_information_score: 0.779, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9176, number_of_instances: 1372, precision: 0.9177, predictive_accuracy: 0.9176, prior_entropy: 0.9911, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2479, root_relative_squared_error: 0.4989, unweighted_recall: 0.9169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9366, kappa: 0.8717, kb_relative_information_score: 0.8482, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9366, number_of_instances: 1372, precision: 0.9366, predictive_accuracy: 0.9366, prior_entropy: 0.9911, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4251, unweighted_recall: 0.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, f_measure: 0.5889, kappa: 0.2311, kb_relative_information_score: 0.2111, mean_absolute_error: 0.3901, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6472, number_of_instances: 1372, precision: 0.7237, predictive_accuracy: 0.6472, prior_entropy: 0.9911, relative_absolute_error: 0.7899, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.8902, unweighted_recall: 0.6074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9708, kappa: 0.9409, kb_relative_information_score: 0.9218, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9708, number_of_instances: 1372, precision: 0.9709, predictive_accuracy: 0.9708, prior_entropy: 0.9911, relative_absolute_error: 0.0833, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1488, root_relative_squared_error: 0.2995, unweighted_recall: 0.9697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9686, kappa: 0.9364, kb_relative_information_score: 0.9227, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9687, number_of_instances: 1372, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9911, relative_absolute_error: 0.0794, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.311, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8211, f_measure: 0.7477, kappa: 0.5313, kb_relative_information_score: 0.4162, mean_absolute_error: 0.2915, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7558, number_of_instances: 1372, precision: 0.8424, predictive_accuracy: 0.7558, prior_entropy: 0.9911, relative_absolute_error: 0.5902, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.382, root_relative_squared_error: 0.7688, unweighted_recall: 0.7802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9373, kappa: 0.8731, kb_relative_information_score: 0.8489, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9373, number_of_instances: 1372, precision: 0.9373, predictive_accuracy: 0.9373, prior_entropy: 0.9911, relative_absolute_error: 0.1549, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.4368, unweighted_recall: 0.9367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9753, kappa: 0.95, kb_relative_information_score: 0.9349, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9752, number_of_instances: 1372, precision: 0.9758, predictive_accuracy: 0.9752, prior_entropy: 0.9911, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.2839, unweighted_recall: 0.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9599, kappa: 0.9189, kb_relative_information_score: 0.9023, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9599, number_of_instances: 1372, precision: 0.9599, predictive_accuracy: 0.9599, prior_entropy: 0.9911, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.179, root_relative_squared_error: 0.3603, unweighted_recall: 0.9597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9789, kappa: 0.9572, kb_relative_information_score: 0.9438, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9789, number_of_instances: 1372, precision: 0.9789, predictive_accuracy: 0.9789, prior_entropy: 0.9911, relative_absolute_error: 0.0588, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.2754, unweighted_recall: 0.9785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6734, f_measure: 0.655, kappa: 0.3379, kb_relative_information_score: 0.2277, mean_absolute_error: 0.3887, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6931, number_of_instances: 1372, precision: 0.7635, predictive_accuracy: 0.6931, prior_entropy: 0.9911, relative_absolute_error: 0.7871, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4419, root_relative_squared_error: 0.8894, unweighted_recall: 0.6585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9811, kappa: 0.9617, kb_relative_information_score: 0.9546, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.4939, weighted_recall: 0.981, number_of_instances: 1372, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 0.9911, relative_absolute_error: 0.0468, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1287, root_relative_squared_error: 0.259, unweighted_recall: 0.9811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.9425, kappa: 0.8836, kb_relative_information_score: 0.8719, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9424, number_of_instances: 1372, precision: 0.9426, predictive_accuracy: 0.9424, prior_entropy: 0.9911, relative_absolute_error: 0.13, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.4339, unweighted_recall: 0.9426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9518, kappa: 0.9024, kb_relative_information_score: 0.8883, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9519, number_of_instances: 1372, precision: 0.952, predictive_accuracy: 0.9519, prior_entropy: 0.9911, relative_absolute_error: 0.1128, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.3973, unweighted_recall: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9424, kappa: 0.8835, kb_relative_information_score: 0.8568, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9424, number_of_instances: 1372, precision: 0.9425, predictive_accuracy: 0.9424, prior_entropy: 0.9911, relative_absolute_error: 0.1489, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.3951, unweighted_recall: 0.9419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9803, kappa: 0.9601, kb_relative_information_score: 0.9451, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9803, number_of_instances: 1372, precision: 0.9803, predictive_accuracy: 0.9803, prior_entropy: 0.9911, relative_absolute_error: 0.0577, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.2601, unweighted_recall: 0.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9256, kappa: 0.8494, kb_relative_information_score: 0.819, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9257, number_of_instances: 1372, precision: 0.9256, predictive_accuracy: 0.9257, prior_entropy: 0.9911, relative_absolute_error: 0.1868, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.4768, unweighted_recall: 0.9244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.8955, kappa: 0.788, kb_relative_information_score: 0.7385, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8958, number_of_instances: 1372, precision: 0.8959, predictive_accuracy: 0.8958, prior_entropy: 0.9911, relative_absolute_error: 0.2706, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2681, root_relative_squared_error: 0.5395, unweighted_recall: 0.8923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9752, kappa: 0.9499, kb_relative_information_score: 0.9324, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9752, number_of_instances: 1372, precision: 0.9753, predictive_accuracy: 0.9752, prior_entropy: 0.9911, relative_absolute_error: 0.0712, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.284, unweighted_recall: 0.9756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9519, kappa: 0.9028, kb_relative_information_score: 0.8771, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9519, number_of_instances: 1372, precision: 0.9521, predictive_accuracy: 0.9519, prior_entropy: 0.9911, relative_absolute_error: 0.1282, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.3901, unweighted_recall: 0.9523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7729, f_measure: 0.671, kappa: 0.3818, kb_relative_information_score: 0.3048, mean_absolute_error: 0.3452, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6793, number_of_instances: 1372, precision: 0.7381, predictive_accuracy: 0.6793, prior_entropy: 0.9911, relative_absolute_error: 0.699, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.418, root_relative_squared_error: 0.8413, unweighted_recall: 0.7005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.8116, kappa: 0.6175, kb_relative_information_score: 0.5284, mean_absolute_error: 0.2399, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8141, number_of_instances: 1372, precision: 0.818, predictive_accuracy: 0.8141, prior_entropy: 0.9911, relative_absolute_error: 0.4857, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7047, unweighted_recall: 0.8037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9483, kappa: 0.8953, kb_relative_information_score: 0.8761, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9483, number_of_instances: 1372, precision: 0.9483, predictive_accuracy: 0.9483, prior_entropy: 0.9911, relative_absolute_error: 0.1269, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2004, root_relative_squared_error: 0.4033, unweighted_recall: 0.9479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.9229, kappa: 0.8443, kb_relative_information_score: 0.7917, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9227, number_of_instances: 1372, precision: 0.9239, predictive_accuracy: 0.9227, prior_entropy: 0.9911, relative_absolute_error: 0.2186, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2426, root_relative_squared_error: 0.4882, unweighted_recall: 0.9242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.8015, kappa: 0.6002, kb_relative_information_score: 0.5167, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.4939, weighted_recall: 0.801, number_of_instances: 1372, precision: 0.8039, predictive_accuracy: 0.801, prior_entropy: 0.9911, relative_absolute_error: 0.4947, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3522, root_relative_squared_error: 0.7088, unweighted_recall: 0.8024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.7852, kappa: 0.5649, kb_relative_information_score: 0.5073, mean_absolute_error: 0.2488, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7901, number_of_instances: 1372, precision: 0.7986, predictive_accuracy: 0.7901, prior_entropy: 0.9911, relative_absolute_error: 0.5037, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3553, root_relative_squared_error: 0.7151, unweighted_recall: 0.7759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.992, kappa: 0.9838, kb_relative_information_score: 0.9844, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.4939, weighted_recall: 0.992, number_of_instances: 1372, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 0.9911, relative_absolute_error: 0.0155, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.1739, unweighted_recall: 0.9925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, f_measure: 0.8032, kappa: 0.6007, kb_relative_information_score: 0.5027, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8039, number_of_instances: 1372, precision: 0.8036, predictive_accuracy: 0.8039, prior_entropy: 0.9911, relative_absolute_error: 0.5136, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.7248, unweighted_recall: 0.7986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8153, f_measure: 0.7243, kappa: 0.4413, kb_relative_information_score: 0.3647, mean_absolute_error: 0.3163, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7303, number_of_instances: 1372, precision: 0.734, predictive_accuracy: 0.7303, prior_entropy: 0.9911, relative_absolute_error: 0.6404, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.8032, unweighted_recall: 0.7157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9365, kappa: 0.8714, kb_relative_information_score: 0.8463, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9366, number_of_instances: 1372, precision: 0.9366, predictive_accuracy: 0.9366, prior_entropy: 0.9911, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.4251, unweighted_recall: 0.9351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.8745, kappa: 0.7458, kb_relative_information_score: 0.6602, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8746, number_of_instances: 1372, precision: 0.8745, predictive_accuracy: 0.8746, prior_entropy: 0.9911, relative_absolute_error: 0.3586, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.6063, unweighted_recall: 0.8724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9832, kappa: 0.9661, kb_relative_information_score: 0.958, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9832, number_of_instances: 1372, precision: 0.9833, predictive_accuracy: 0.9832, prior_entropy: 0.9911, relative_absolute_error: 0.043, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.119, root_relative_squared_error: 0.2395, unweighted_recall: 0.9833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9781, kappa: 0.9557, kb_relative_information_score: 0.939, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9781, number_of_instances: 1372, precision: 0.9781, predictive_accuracy: 0.9781, prior_entropy: 0.9911, relative_absolute_error: 0.0642, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.2849, unweighted_recall: 0.9777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9796, kappa: 0.9587, kb_relative_information_score: 0.9496, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9796, number_of_instances: 1372, precision: 0.9796, predictive_accuracy: 0.9796, prior_entropy: 0.9911, relative_absolute_error: 0.0522, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.2711, unweighted_recall: 0.9792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9164, kappa: 0.8319, kb_relative_information_score: 0.8291, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9162, number_of_instances: 1372, precision: 0.9201, predictive_accuracy: 0.9162, prior_entropy: 0.9911, relative_absolute_error: 0.1725, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.4279, unweighted_recall: 0.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9207, kappa: 0.8399, kb_relative_information_score: 0.7874, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9206, number_of_instances: 1372, precision: 0.9217, predictive_accuracy: 0.9206, prior_entropy: 0.9911, relative_absolute_error: 0.2208, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.4913, unweighted_recall: 0.9219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7753, f_measure: 0.7043, kappa: 0.4625, kb_relative_information_score: 0.3438, mean_absolute_error: 0.3257, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7179, number_of_instances: 1372, precision: 0.8247, predictive_accuracy: 0.7179, prior_entropy: 0.9911, relative_absolute_error: 0.6595, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4046, root_relative_squared_error: 0.8142, unweighted_recall: 0.7457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.903, kappa: 0.8036, kb_relative_information_score: 0.7421, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9031, number_of_instances: 1372, precision: 0.903, predictive_accuracy: 0.9031, prior_entropy: 0.9911, relative_absolute_error: 0.2721, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5326, unweighted_recall: 0.9016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8218, kappa: 0.6382, kb_relative_information_score: 0.5405, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8243, number_of_instances: 1372, precision: 0.8291, predictive_accuracy: 0.8243, prior_entropy: 0.9911, relative_absolute_error: 0.4747, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3423, root_relative_squared_error: 0.6889, unweighted_recall: 0.8137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9504, kappa: 0.8996, kb_relative_information_score: 0.8865, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9504, number_of_instances: 1372, precision: 0.9504, predictive_accuracy: 0.9504, prior_entropy: 0.9911, relative_absolute_error: 0.1158, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.3898, unweighted_recall: 0.9497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9803, kappa: 0.9602, kb_relative_information_score: 0.9597, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9803, number_of_instances: 1372, precision: 0.9804, predictive_accuracy: 0.9803, prior_entropy: 0.9911, relative_absolute_error: 0.0405, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.2412, unweighted_recall: 0.9805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9308, kappa: 0.8601, kb_relative_information_score: 0.8042, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9308, number_of_instances: 1372, precision: 0.9311, predictive_accuracy: 0.9308, prior_entropy: 0.9911, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.4771, unweighted_recall: 0.9311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9614, kappa: 0.9219, kb_relative_information_score: 0.8951, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9614, number_of_instances: 1372, precision: 0.9615, predictive_accuracy: 0.9614, prior_entropy: 0.9911, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.3395, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.915, kappa: 0.8289, kb_relative_information_score: 0.7723, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9147, number_of_instances: 1372, precision: 0.9184, predictive_accuracy: 0.9147, prior_entropy: 0.9911, relative_absolute_error: 0.238, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.4938, unweighted_recall: 0.9183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.8746, kappa: 0.7461, kb_relative_information_score: 0.6841, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8746, number_of_instances: 1372, precision: 0.8746, predictive_accuracy: 0.8746, prior_entropy: 0.9911, relative_absolute_error: 0.3259, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.5854, unweighted_recall: 0.8729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9811, kappa: 0.9617, kb_relative_information_score: 0.9533, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.4939, weighted_recall: 0.981, number_of_instances: 1372, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 0.9911, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.2519, unweighted_recall: 0.9813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6029, f_measure: 0.5125, kappa: 0.1401, kb_relative_information_score: 0.1151, mean_absolute_error: 0.4381, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6122, number_of_instances: 1372, precision: 0.7717, predictive_accuracy: 0.6122, prior_entropy: 0.9911, relative_absolute_error: 0.887, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4692, root_relative_squared_error: 0.9442, unweighted_recall: 0.5639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9832, kappa: 0.966, kb_relative_information_score: 0.9629, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9832, number_of_instances: 1372, precision: 0.9832, predictive_accuracy: 0.9832, prior_entropy: 0.9911, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.2376, unweighted_recall: 0.9826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.965, kappa: 0.929, kb_relative_information_score: 0.9149, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.4939, weighted_recall: 0.965, number_of_instances: 1372, precision: 0.9651, predictive_accuracy: 0.965, prior_entropy: 0.9911, relative_absolute_error: 0.0871, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.3459, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.8304, kappa: 0.6571, kb_relative_information_score: 0.5438, mean_absolute_error: 0.2365, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8302, number_of_instances: 1372, precision: 0.8308, predictive_accuracy: 0.8302, prior_entropy: 0.9911, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.6918, unweighted_recall: 0.8295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9664, kappa: 0.9319, kb_relative_information_score: 0.9231, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9665, number_of_instances: 1372, precision: 0.9668, predictive_accuracy: 0.9665, prior_entropy: 0.9911, relative_absolute_error: 0.0776, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.3404, unweighted_recall: 0.9643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9745, kappa: 0.9483, kb_relative_information_score: 0.9296, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9745, number_of_instances: 1372, precision: 0.9745, predictive_accuracy: 0.9745, prior_entropy: 0.9911, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.3008, unweighted_recall: 0.9739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9737, kappa: 0.9468, kb_relative_information_score: 0.9268, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9738, number_of_instances: 1372, precision: 0.9738, predictive_accuracy: 0.9738, prior_entropy: 0.9911, relative_absolute_error: 0.0762, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.2989, unweighted_recall: 0.9729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, kb_relative_information_score: 0, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, weighted_recall: 0.5554, number_of_instances: 1372, predictive_accuracy: 0.5554, prior_entropy: 0.9911, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9767, kappa: 0.9527, kb_relative_information_score: 0.9468, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9767, number_of_instances: 1372, precision: 0.9767, predictive_accuracy: 0.9767, prior_entropy: 0.9911, relative_absolute_error: 0.054, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.142, root_relative_squared_error: 0.2857, unweighted_recall: 0.9756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.9077, kappa: 0.8126, kb_relative_information_score: 0.7758, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9082, number_of_instances: 1372, precision: 0.9094, predictive_accuracy: 0.9082, prior_entropy: 0.9911, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.4944, unweighted_recall: 0.9033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.9249, kappa: 0.848, kb_relative_information_score: 0.8218, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9249, number_of_instances: 1372, precision: 0.9249, predictive_accuracy: 0.9249, prior_entropy: 0.9911, relative_absolute_error: 0.1825, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.4792, unweighted_recall: 0.9239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9321, kappa: 0.8622, kb_relative_information_score: 0.8438, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9322, number_of_instances: 1372, precision: 0.9325, predictive_accuracy: 0.9322, prior_entropy: 0.9911, relative_absolute_error: 0.16, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.424, unweighted_recall: 0.9293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9292, kappa: 0.8565, kb_relative_information_score: 0.8262, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9293, number_of_instances: 1372, precision: 0.9293, predictive_accuracy: 0.9293, prior_entropy: 0.9911, relative_absolute_error: 0.1803, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.4309, unweighted_recall: 0.9272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9621, kappa: 0.9234, kb_relative_information_score: 0.9142, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9621, number_of_instances: 1372, precision: 0.9622, predictive_accuracy: 0.9621, prior_entropy: 0.9911, relative_absolute_error: 0.0873, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.169, root_relative_squared_error: 0.34, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9219, kappa: 0.8415, kb_relative_information_score: 0.7871, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.4939, weighted_recall: 0.922, number_of_instances: 1372, precision: 0.9221, predictive_accuracy: 0.922, prior_entropy: 0.9911, relative_absolute_error: 0.2264, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.4888, unweighted_recall: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.8554, kappa: 0.7089, kb_relative_information_score: 0.573, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.4939, weighted_recall: 0.855, number_of_instances: 1372, precision: 0.8585, predictive_accuracy: 0.855, prior_entropy: 0.9911, relative_absolute_error: 0.4556, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3361, root_relative_squared_error: 0.6763, unweighted_recall: 0.8577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9628, kappa: 0.9245, kb_relative_information_score: 0.894, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9628, number_of_instances: 1372, precision: 0.963, predictive_accuracy: 0.9628, prior_entropy: 0.9911, relative_absolute_error: 0.1121, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.3455, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.8702, kappa: 0.737, kb_relative_information_score: 0.6568, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8703, number_of_instances: 1372, precision: 0.8702, predictive_accuracy: 0.8703, prior_entropy: 0.9911, relative_absolute_error: 0.3617, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3026, root_relative_squared_error: 0.6089, unweighted_recall: 0.8682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9738, kappa: 0.947, kb_relative_information_score: 0.9255, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9738, number_of_instances: 1372, precision: 0.974, predictive_accuracy: 0.9738, prior_entropy: 0.9911, relative_absolute_error: 0.0785, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.2883, unweighted_recall: 0.9746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.93, kappa: 0.858, kb_relative_information_score: 0.8504, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.4939, weighted_recall: 0.93, number_of_instances: 1372, precision: 0.93, predictive_accuracy: 0.93, prior_entropy: 0.9911, relative_absolute_error: 0.1528, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4244, unweighted_recall: 0.9282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9396, kappa: 0.8778, kb_relative_information_score: 0.8453, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9395, number_of_instances: 1372, precision: 0.9399, predictive_accuracy: 0.9395, prior_entropy: 0.9911, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.219, root_relative_squared_error: 0.4406, unweighted_recall: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9171, kappa: 0.8327, kb_relative_information_score: 0.7873, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9169, number_of_instances: 1372, precision: 0.9184, predictive_accuracy: 0.9169, prior_entropy: 0.9911, relative_absolute_error: 0.2205, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2394, root_relative_squared_error: 0.4818, unweighted_recall: 0.9187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9269, f_measure: 0.8423, kappa: 0.6802, kb_relative_information_score: 0.6009, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8455, number_of_instances: 1372, precision: 0.8559, predictive_accuracy: 0.8455, prior_entropy: 0.9911, relative_absolute_error: 0.4154, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.322, root_relative_squared_error: 0.6481, unweighted_recall: 0.8328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7552, f_measure: 0.7023, kappa: 0.4289, kb_relative_information_score: 0.2956, mean_absolute_error: 0.3521, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7063, number_of_instances: 1372, precision: 0.7492, predictive_accuracy: 0.7063, prior_entropy: 0.9911, relative_absolute_error: 0.7129, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8496, unweighted_recall: 0.7233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7425, f_measure: 0.7031, kappa: 0.4574, kb_relative_information_score: 0.3104, mean_absolute_error: 0.3439, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7157, number_of_instances: 1372, precision: 0.8147, predictive_accuracy: 0.7157, prior_entropy: 0.9911, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4155, root_relative_squared_error: 0.8362, unweighted_recall: 0.7426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9861, kappa: 0.9719, kb_relative_information_score: 0.9718, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9862, number_of_instances: 1372, precision: 0.9862, predictive_accuracy: 0.9862, prior_entropy: 0.9911, relative_absolute_error: 0.028, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.2368, unweighted_recall: 0.9857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9242, kappa: 0.8464, kb_relative_information_score: 0.8084, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9242, number_of_instances: 1372, precision: 0.9242, predictive_accuracy: 0.9242, prior_entropy: 0.9911, relative_absolute_error: 0.1993, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.475, unweighted_recall: 0.9229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.601, f_measure: 0.6029, kappa: 0.2077, kb_relative_information_score: 0.0707, mean_absolute_error: 0.4654, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6246, number_of_instances: 1372, precision: 0.6263, predictive_accuracy: 0.6246, prior_entropy: 0.9911, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4825, root_relative_squared_error: 0.971, unweighted_recall: 0.5996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.8959, kappa: 0.7897, kb_relative_information_score: 0.7507, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8958, number_of_instances: 1372, precision: 0.8966, predictive_accuracy: 0.8958, prior_entropy: 0.9911, relative_absolute_error: 0.2568, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2544, root_relative_squared_error: 0.5119, unweighted_recall: 0.8964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9548, kappa: 0.9084, kb_relative_information_score: 0.8858, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9548, number_of_instances: 1372, precision: 0.9548, predictive_accuracy: 0.9548, prior_entropy: 0.9911, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.3757, unweighted_recall: 0.9536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9592, kappa: 0.9175, kb_relative_information_score: 0.8953, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9592, number_of_instances: 1372, precision: 0.9593, predictive_accuracy: 0.9592, prior_entropy: 0.9911, relative_absolute_error: 0.1095, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3444, unweighted_recall: 0.9593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.9181, kappa: 0.8339, kb_relative_information_score: 0.7621, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9184, number_of_instances: 1372, precision: 0.9187, predictive_accuracy: 0.9184, prior_entropy: 0.9911, relative_absolute_error: 0.2546, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.5062, unweighted_recall: 0.9151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9621, kappa: 0.9234, kb_relative_information_score: 0.8957, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9621, number_of_instances: 1372, precision: 0.9623, predictive_accuracy: 0.9621, prior_entropy: 0.9911, relative_absolute_error: 0.1104, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.3452, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9679, kappa: 0.935, kb_relative_information_score: 0.9152, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9679, number_of_instances: 1372, precision: 0.9679, predictive_accuracy: 0.9679, prior_entropy: 0.9911, relative_absolute_error: 0.0877, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.3269, unweighted_recall: 0.9674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9781, kappa: 0.9557, kb_relative_information_score: 0.9463, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9781, number_of_instances: 1372, precision: 0.9781, predictive_accuracy: 0.9781, prior_entropy: 0.9911, relative_absolute_error: 0.0562, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.2728, unweighted_recall: 0.9777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.8808, kappa: 0.7608, kb_relative_information_score: 0.7023, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8805, number_of_instances: 1372, precision: 0.886, predictive_accuracy: 0.8805, prior_entropy: 0.9911, relative_absolute_error: 0.3098, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2817, root_relative_squared_error: 0.5669, unweighted_recall: 0.8849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9439, kappa: 0.8863, kb_relative_information_score: 0.8509, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9439, number_of_instances: 1372, precision: 0.9439, predictive_accuracy: 0.9439, prior_entropy: 0.9911, relative_absolute_error: 0.155, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.4297, unweighted_recall: 0.9428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, kb_relative_information_score: 0, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, weighted_recall: 0.5554, number_of_instances: 1372, predictive_accuracy: 0.5554, prior_entropy: 0.9911, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9402, kappa: 0.8789, kb_relative_information_score: 0.8435, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9402, number_of_instances: 1372, precision: 0.9402, predictive_accuracy: 0.9402, prior_entropy: 0.9911, relative_absolute_error: 0.1635, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.4196, unweighted_recall: 0.9393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.8071, kappa: 0.6101, kb_relative_information_score: 0.5025, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8069, number_of_instances: 1372, precision: 0.8077, predictive_accuracy: 0.8069, prior_entropy: 0.9911, relative_absolute_error: 0.5149, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.7175, unweighted_recall: 0.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.965, kappa: 0.9291, kb_relative_information_score: 0.9237, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.4939, weighted_recall: 0.965, number_of_instances: 1372, precision: 0.965, predictive_accuracy: 0.965, prior_entropy: 0.9911, relative_absolute_error: 0.0774, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.3429, unweighted_recall: 0.9639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9774, kappa: 0.9543, kb_relative_information_score: 0.9379, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9774, number_of_instances: 1372, precision: 0.9775, predictive_accuracy: 0.9774, prior_entropy: 0.9911, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.2896, unweighted_recall: 0.9779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.921, kappa: 0.8397, kb_relative_information_score: 0.8085, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9213, number_of_instances: 1372, precision: 0.9219, predictive_accuracy: 0.9213, prior_entropy: 0.9911, relative_absolute_error: 0.1983, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.4752, unweighted_recall: 0.9175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6051, f_measure: 0.565, kappa: 0.1349, kb_relative_information_score: 0.0664, mean_absolute_error: 0.464, mean_prior_absolute_error: 0.4939, weighted_recall: 0.5911, number_of_instances: 1372, precision: 0.5858, predictive_accuracy: 0.5911, prior_entropy: 0.9911, relative_absolute_error: 0.9396, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4825, root_relative_squared_error: 0.9709, unweighted_recall: 0.5645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9614, kappa: 0.9219, kb_relative_information_score: 0.9041, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9614, number_of_instances: 1372, precision: 0.9616, predictive_accuracy: 0.9614, prior_entropy: 0.9911, relative_absolute_error: 0.0985, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.3731, unweighted_recall: 0.9618,

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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