OpenML
Supervised Classification on credit-approval

Supervised Classification on credit-approval

Task 29 Supervised Classification credit-approval 21239 runs submitted
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  • at2 basic ComplexWorkflows mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_70 study_73 study_98 study_99 under100k under1m
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21239 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.8555, kappa: 0.7114, kb_relative_information_score: 0.5531, mean_absolute_error: 0.2399, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8656, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4857, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3357, root_relative_squared_error: 0.6754, unweighted_recall: 0.8617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.5558, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4834, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.339, root_relative_squared_error: 0.6821, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8656, kappa: 0.7309, kb_relative_information_score: 0.615, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.8727, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.4118, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.6447, unweighted_recall: 0.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7092, f_measure: 0.4461, kappa: 0.0364, kb_relative_information_score: 0.0298, mean_absolute_error: 0.482, mean_prior_absolute_error: 0.494, weighted_recall: 0.5667, number_of_instances: 690, precision: 0.5946, predictive_accuracy: 0.5667, prior_entropy: 0.9912, relative_absolute_error: 0.9759, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9908, unweighted_recall: 0.5166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9205, f_measure: 0.8612, kappa: 0.723, kb_relative_information_score: 0.6209, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8714, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.4059, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3213, root_relative_squared_error: 0.6464, unweighted_recall: 0.8676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.822, kappa: 0.6404, kb_relative_information_score: 0.4665, mean_absolute_error: 0.2798, mean_prior_absolute_error: 0.494, weighted_recall: 0.8217, number_of_instances: 690, precision: 0.8227, predictive_accuracy: 0.8217, prior_entropy: 0.9912, relative_absolute_error: 0.5664, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3738, root_relative_squared_error: 0.7522, unweighted_recall: 0.8213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.8043, kappa: 0.6038, kb_relative_information_score: 0.4222, mean_absolute_error: 0.3016, mean_prior_absolute_error: 0.494, weighted_recall: 0.8043, number_of_instances: 690, precision: 0.8043, predictive_accuracy: 0.8043, prior_entropy: 0.9912, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3875, root_relative_squared_error: 0.7797, unweighted_recall: 0.8018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.8511, kappa: 0.7027, kb_relative_information_score: 0.5265, mean_absolute_error: 0.2527, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8608, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.5115, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.342, root_relative_squared_error: 0.6882, unweighted_recall: 0.8571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8497, kappa: 0.6999, kb_relative_information_score: 0.5419, mean_absolute_error: 0.2452, mean_prior_absolute_error: 0.494, weighted_recall: 0.8493, number_of_instances: 690, precision: 0.8597, predictive_accuracy: 0.8493, prior_entropy: 0.9912, relative_absolute_error: 0.4964, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.34, root_relative_squared_error: 0.6841, unweighted_recall: 0.8558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.8424, kappa: 0.6823, kb_relative_information_score: 0.5436, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8444, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.7119, unweighted_recall: 0.8435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8511, kappa: 0.7027, kb_relative_information_score: 0.552, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8608, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.4852, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.6767, unweighted_recall: 0.8571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8454, f_measure: 0.7825, kappa: 0.5584, kb_relative_information_score: 0.3534, mean_absolute_error: 0.3376, mean_prior_absolute_error: 0.494, weighted_recall: 0.7841, number_of_instances: 690, precision: 0.7842, predictive_accuracy: 0.7841, prior_entropy: 0.9912, relative_absolute_error: 0.6835, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8083, unweighted_recall: 0.7764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, f_measure: 0.7738, kappa: 0.5417, kb_relative_information_score: 0.417, mean_absolute_error: 0.3017, mean_prior_absolute_error: 0.494, weighted_recall: 0.7739, number_of_instances: 690, precision: 0.7737, predictive_accuracy: 0.7739, prior_entropy: 0.9912, relative_absolute_error: 0.6107, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3926, root_relative_squared_error: 0.7899, unweighted_recall: 0.7705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8424, kappa: 0.6823, kb_relative_information_score: 0.5442, mean_absolute_error: 0.2385, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8444, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.4828, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3535, root_relative_squared_error: 0.7113, unweighted_recall: 0.8435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7745, f_measure: 0.4741, kappa: 0.0618, kb_relative_information_score: 0.0533, mean_absolute_error: 0.4726, mean_prior_absolute_error: 0.494, weighted_recall: 0.5754, number_of_instances: 690, precision: 0.6038, predictive_accuracy: 0.5754, prior_entropy: 0.9912, relative_absolute_error: 0.9567, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4862, root_relative_squared_error: 0.9783, unweighted_recall: 0.5283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.8295, kappa: 0.6571, kb_relative_information_score: 0.452, mean_absolute_error: 0.2882, mean_prior_absolute_error: 0.494, weighted_recall: 0.829, number_of_instances: 690, precision: 0.8331, predictive_accuracy: 0.829, prior_entropy: 0.9912, relative_absolute_error: 0.5834, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3736, root_relative_squared_error: 0.7518, unweighted_recall: 0.8317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8584, kappa: 0.7167, kb_relative_information_score: 0.596, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8664, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4352, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.6568, unweighted_recall: 0.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5775, mean_absolute_error: 0.2258, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4571, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.6729, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.8583, kappa: 0.7172, kb_relative_information_score: 0.5976, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8685, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4337, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.6583, unweighted_recall: 0.8646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.8569, kappa: 0.7144, kb_relative_information_score: 0.5757, mean_absolute_error: 0.227, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8674, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4595, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.6703, unweighted_recall: 0.8633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.8526, kappa: 0.7057, kb_relative_information_score: 0.5526, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.494, weighted_recall: 0.8522, number_of_instances: 690, precision: 0.8626, predictive_accuracy: 0.8522, prior_entropy: 0.9912, relative_absolute_error: 0.4845, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.6729, unweighted_recall: 0.8588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.864, kappa: 0.7254, kb_relative_information_score: 0.5793, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.865, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.4549, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.6589, unweighted_recall: 0.8644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.7695, kappa: 0.5518, kb_relative_information_score: 0.3115, mean_absolute_error: 0.3555, mean_prior_absolute_error: 0.494, weighted_recall: 0.771, number_of_instances: 690, precision: 0.8057, predictive_accuracy: 0.771, prior_entropy: 0.9912, relative_absolute_error: 0.7198, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4131, root_relative_squared_error: 0.8313, unweighted_recall: 0.7853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.8511, kappa: 0.7027, kb_relative_information_score: 0.529, mean_absolute_error: 0.2513, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8608, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.6878, unweighted_recall: 0.8571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.848, kappa: 0.6926, kb_relative_information_score: 0.5662, mean_absolute_error: 0.2279, mean_prior_absolute_error: 0.494, weighted_recall: 0.8478, number_of_instances: 690, precision: 0.8483, predictive_accuracy: 0.8478, prior_entropy: 0.9912, relative_absolute_error: 0.4614, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3404, root_relative_squared_error: 0.6849, unweighted_recall: 0.8471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.8613, kappa: 0.7221, kb_relative_information_score: 0.603, mean_absolute_error: 0.2112, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.4275, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.324, root_relative_squared_error: 0.6521, unweighted_recall: 0.8659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.7896, kappa: 0.5736, kb_relative_information_score: 0.4394, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.494, weighted_recall: 0.7899, number_of_instances: 690, precision: 0.7895, predictive_accuracy: 0.7899, prior_entropy: 0.9912, relative_absolute_error: 0.5892, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3834, root_relative_squared_error: 0.7715, unweighted_recall: 0.7861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.8309, kappa: 0.6595, kb_relative_information_score: 0.4185, mean_absolute_error: 0.3068, mean_prior_absolute_error: 0.494, weighted_recall: 0.8304, number_of_instances: 690, precision: 0.8335, predictive_accuracy: 0.8304, prior_entropy: 0.9912, relative_absolute_error: 0.6211, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3807, root_relative_squared_error: 0.766, unweighted_recall: 0.8324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.8581, kappa: 0.7132, kb_relative_information_score: 0.5989, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8585, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4305, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.6527, unweighted_recall: 0.8575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8437, kappa: 0.6839, kb_relative_information_score: 0.5605, mean_absolute_error: 0.2308, mean_prior_absolute_error: 0.494, weighted_recall: 0.8435, number_of_instances: 690, precision: 0.8441, predictive_accuracy: 0.8435, prior_entropy: 0.9912, relative_absolute_error: 0.4673, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.6896, unweighted_recall: 0.8428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8477, f_measure: 0.7897, kappa: 0.5739, kb_relative_information_score: 0.404, mean_absolute_error: 0.3098, mean_prior_absolute_error: 0.494, weighted_recall: 0.7899, number_of_instances: 690, precision: 0.7896, predictive_accuracy: 0.7899, prior_entropy: 0.9912, relative_absolute_error: 0.6271, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3939, root_relative_squared_error: 0.7926, unweighted_recall: 0.7865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.8598, kappa: 0.7202, kb_relative_information_score: 0.6203, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.494, weighted_recall: 0.8594, number_of_instances: 690, precision: 0.8703, predictive_accuracy: 0.8594, prior_entropy: 0.9912, relative_absolute_error: 0.4067, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6467, unweighted_recall: 0.8663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.8698, kappa: 0.7371, kb_relative_information_score: 0.5972, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.494, weighted_recall: 0.8696, number_of_instances: 690, precision: 0.8708, predictive_accuracy: 0.8696, prior_entropy: 0.9912, relative_absolute_error: 0.4352, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.6503, unweighted_recall: 0.8702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.8642, kappa: 0.7267, kb_relative_information_score: 0.5995, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.8674, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.4322, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.6488, unweighted_recall: 0.8666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.8627, kappa: 0.7247, kb_relative_information_score: 0.6109, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8687, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.4163, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.6471, unweighted_recall: 0.8669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.7743, kappa: 0.5418, kb_relative_information_score: 0.356, mean_absolute_error: 0.3327, mean_prior_absolute_error: 0.494, weighted_recall: 0.7754, number_of_instances: 690, precision: 0.7749, predictive_accuracy: 0.7754, prior_entropy: 0.9912, relative_absolute_error: 0.6736, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4078, root_relative_squared_error: 0.8205, unweighted_recall: 0.7689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.8622, kappa: 0.7208, kb_relative_information_score: 0.5601, mean_absolute_error: 0.2339, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8622, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.4735, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3401, root_relative_squared_error: 0.6843, unweighted_recall: 0.8598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.838, kappa: 0.6731, kb_relative_information_score: 0.5062, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.494, weighted_recall: 0.8377, number_of_instances: 690, precision: 0.8392, predictive_accuracy: 0.8377, prior_entropy: 0.9912, relative_absolute_error: 0.5277, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.358, root_relative_squared_error: 0.7204, unweighted_recall: 0.8383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8767, f_measure: 0.8081, kappa: 0.6107, kb_relative_information_score: 0.4342, mean_absolute_error: 0.2958, mean_prior_absolute_error: 0.494, weighted_recall: 0.8087, number_of_instances: 690, precision: 0.8084, predictive_accuracy: 0.8087, prior_entropy: 0.9912, relative_absolute_error: 0.5989, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3755, root_relative_squared_error: 0.7556, unweighted_recall: 0.8038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.5642, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4734, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3395, root_relative_squared_error: 0.6832, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.5653, mean_absolute_error: 0.233, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4717, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3401, root_relative_squared_error: 0.6844, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.8553, kappa: 0.7075, kb_relative_information_score: 0.5839, mean_absolute_error: 0.2191, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8558, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4435, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.6689, unweighted_recall: 0.8549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.8424, kappa: 0.6823, kb_relative_information_score: 0.544, mean_absolute_error: 0.2386, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8444, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.4831, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3536, root_relative_squared_error: 0.7114, unweighted_recall: 0.8435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.5677, mean_absolute_error: 0.2317, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4691, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.6814, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.5658, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4712, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.6839, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8735, f_measure: 0.8158, kappa: 0.6268, kb_relative_information_score: 0.4707, mean_absolute_error: 0.2769, mean_prior_absolute_error: 0.494, weighted_recall: 0.8159, number_of_instances: 690, precision: 0.8157, predictive_accuracy: 0.8159, prior_entropy: 0.9912, relative_absolute_error: 0.5605, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3728, root_relative_squared_error: 0.7501, unweighted_recall: 0.8129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6242, f_measure: 0.4105, kappa: 0.0014, kb_relative_information_score: 0.0119, mean_absolute_error: 0.4891, mean_prior_absolute_error: 0.494, weighted_recall: 0.5536, number_of_instances: 690, precision: 0.5136, predictive_accuracy: 0.5536, prior_entropy: 0.9912, relative_absolute_error: 0.9902, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9971, unweighted_recall: 0.5006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8555, kappa: 0.7113, kb_relative_information_score: 0.5907, mean_absolute_error: 0.2181, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8649, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4415, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.6629, unweighted_recall: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.8091, kappa: 0.6152, kb_relative_information_score: 0.4111, mean_absolute_error: 0.3084, mean_prior_absolute_error: 0.494, weighted_recall: 0.8087, number_of_instances: 690, precision: 0.811, predictive_accuracy: 0.8087, prior_entropy: 0.9912, relative_absolute_error: 0.6244, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.388, root_relative_squared_error: 0.7808, unweighted_recall: 0.8096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.8466, kappa: 0.69, kb_relative_information_score: 0.5704, mean_absolute_error: 0.2258, mean_prior_absolute_error: 0.494, weighted_recall: 0.8464, number_of_instances: 690, precision: 0.8472, predictive_accuracy: 0.8464, prior_entropy: 0.9912, relative_absolute_error: 0.4572, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6807, unweighted_recall: 0.8461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.8569, kappa: 0.7139, kb_relative_information_score: 0.6096, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8653, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4181, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.6543, unweighted_recall: 0.8624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.8511, kappa: 0.7027, kb_relative_information_score: 0.5265, mean_absolute_error: 0.2527, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8608, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.5115, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3421, root_relative_squared_error: 0.6885, unweighted_recall: 0.8571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8641, kappa: 0.726, kb_relative_information_score: 0.6054, mean_absolute_error: 0.2098, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.8659, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.4248, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.6515, unweighted_recall: 0.8653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.792, kappa: 0.5778, kb_relative_information_score: 0.4191, mean_absolute_error: 0.3029, mean_prior_absolute_error: 0.494, weighted_recall: 0.7928, number_of_instances: 690, precision: 0.7924, predictive_accuracy: 0.7928, prior_entropy: 0.9912, relative_absolute_error: 0.6132, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3818, root_relative_squared_error: 0.7682, unweighted_recall: 0.7871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8735, f_measure: 0.8351, kappa: 0.667, kb_relative_information_score: 0.4756, mean_absolute_error: 0.2762, mean_prior_absolute_error: 0.494, weighted_recall: 0.8348, number_of_instances: 690, precision: 0.8361, predictive_accuracy: 0.8348, prior_entropy: 0.9912, relative_absolute_error: 0.5592, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3686, root_relative_squared_error: 0.7416, unweighted_recall: 0.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7988, f_measure: 0.7029, kappa: 0.407, kb_relative_information_score: 0.1782, mean_absolute_error: 0.4191, mean_prior_absolute_error: 0.494, weighted_recall: 0.7188, number_of_instances: 690, precision: 0.7408, predictive_accuracy: 0.7188, prior_entropy: 0.9912, relative_absolute_error: 0.8484, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4524, root_relative_squared_error: 0.9104, unweighted_recall: 0.6954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.8696, kappa: 0.7359, kb_relative_information_score: 0.5709, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.494, weighted_recall: 0.8696, number_of_instances: 690, precision: 0.8696, predictive_accuracy: 0.8696, prior_entropy: 0.9912, relative_absolute_error: 0.4633, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.332, root_relative_squared_error: 0.668, unweighted_recall: 0.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.5937, mean_absolute_error: 0.2165, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4383, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3313, root_relative_squared_error: 0.6666, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9136, f_measure: 0.8553, kappa: 0.7079, kb_relative_information_score: 0.5951, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8563, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4336, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3282, root_relative_squared_error: 0.6604, unweighted_recall: 0.8556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.841, kappa: 0.6795, kb_relative_information_score: 0.5438, mean_absolute_error: 0.2387, mean_prior_absolute_error: 0.494, weighted_recall: 0.8406, number_of_instances: 690, precision: 0.8431, predictive_accuracy: 0.8406, prior_entropy: 0.9912, relative_absolute_error: 0.4832, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3537, root_relative_squared_error: 0.7117, unweighted_recall: 0.8422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.8526, kappa: 0.7057, kb_relative_information_score: 0.5517, mean_absolute_error: 0.2397, mean_prior_absolute_error: 0.494, weighted_recall: 0.8522, number_of_instances: 690, precision: 0.8626, predictive_accuracy: 0.8522, prior_entropy: 0.9912, relative_absolute_error: 0.4853, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6748, unweighted_recall: 0.8588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9048, f_measure: 0.8535, kappa: 0.7034, kb_relative_information_score: 0.5225, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.494, weighted_recall: 0.8536, number_of_instances: 690, precision: 0.8535, predictive_accuracy: 0.8536, prior_entropy: 0.9912, relative_absolute_error: 0.5124, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3462, root_relative_squared_error: 0.6965, unweighted_recall: 0.8513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8583, kappa: 0.7145, kb_relative_information_score: 0.5986, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.494, weighted_recall: 0.858, number_of_instances: 690, precision: 0.8604, predictive_accuracy: 0.858, prior_entropy: 0.9912, relative_absolute_error: 0.4286, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.6563, unweighted_recall: 0.8598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.6169, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4107, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.6525, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8612, kappa: 0.723, kb_relative_information_score: 0.6207, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8714, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.4061, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.6464, unweighted_recall: 0.8676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.8165, kappa: 0.6318, kb_relative_information_score: 0.218, mean_absolute_error: 0.4013, mean_prior_absolute_error: 0.494, weighted_recall: 0.8159, number_of_instances: 690, precision: 0.8218, predictive_accuracy: 0.8159, prior_entropy: 0.9912, relative_absolute_error: 0.8124, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4391, root_relative_squared_error: 0.8837, unweighted_recall: 0.8197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8656, kappa: 0.7303, kb_relative_information_score: 0.606, mean_absolute_error: 0.2097, mean_prior_absolute_error: 0.494, weighted_recall: 0.8652, number_of_instances: 690, precision: 0.871, predictive_accuracy: 0.8652, prior_entropy: 0.9912, relative_absolute_error: 0.4245, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.6482, unweighted_recall: 0.8695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8707, f_measure: 0.8056, kappa: 0.6061, kb_relative_information_score: 0.4624, mean_absolute_error: 0.2806, mean_prior_absolute_error: 0.494, weighted_recall: 0.8058, number_of_instances: 690, precision: 0.8055, predictive_accuracy: 0.8058, prior_entropy: 0.9912, relative_absolute_error: 0.5682, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3753, root_relative_squared_error: 0.7552, unweighted_recall: 0.8024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8684, kappa: 0.7345, kb_relative_information_score: 0.6032, mean_absolute_error: 0.2112, mean_prior_absolute_error: 0.494, weighted_recall: 0.8681, number_of_instances: 690, precision: 0.8697, predictive_accuracy: 0.8681, prior_entropy: 0.9912, relative_absolute_error: 0.4276, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.6516, unweighted_recall: 0.8692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.8511, kappa: 0.7027, kb_relative_information_score: 0.5256, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8608, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.5124, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3424, root_relative_squared_error: 0.6891, unweighted_recall: 0.8571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.8555, kappa: 0.7113, kb_relative_information_score: 0.578, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8649, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4563, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3283, root_relative_squared_error: 0.6606, unweighted_recall: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.8511, kappa: 0.7027, kb_relative_information_score: 0.5346, mean_absolute_error: 0.2482, mean_prior_absolute_error: 0.494, weighted_recall: 0.8507, number_of_instances: 690, precision: 0.8608, predictive_accuracy: 0.8507, prior_entropy: 0.9912, relative_absolute_error: 0.5025, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3404, root_relative_squared_error: 0.6849, unweighted_recall: 0.8571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.8497, kappa: 0.6999, kb_relative_information_score: 0.5479, mean_absolute_error: 0.2417, mean_prior_absolute_error: 0.494, weighted_recall: 0.8493, number_of_instances: 690, precision: 0.8597, predictive_accuracy: 0.8493, prior_entropy: 0.9912, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3366, root_relative_squared_error: 0.6772, unweighted_recall: 0.8558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8794, f_measure: 0.8289, kappa: 0.6535, kb_relative_information_score: 0.4833, mean_absolute_error: 0.2716, mean_prior_absolute_error: 0.494, weighted_recall: 0.829, number_of_instances: 690, precision: 0.8289, predictive_accuracy: 0.829, prior_entropy: 0.9912, relative_absolute_error: 0.5498, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.7382, unweighted_recall: 0.8266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.8613, kappa: 0.7224, kb_relative_information_score: 0.6159, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8693, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.4108, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.6454, unweighted_recall: 0.8666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9173, f_measure: 0.8668, kappa: 0.7306, kb_relative_information_score: 0.597, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.494, weighted_recall: 0.8667, number_of_instances: 690, precision: 0.867, predictive_accuracy: 0.8667, prior_entropy: 0.9912, relative_absolute_error: 0.4344, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.657, unweighted_recall: 0.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5991, mean_absolute_error: 0.2132, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4316, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3313, root_relative_squared_error: 0.6667, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8679, kappa: 0.7322, kb_relative_information_score: 0.557, mean_absolute_error: 0.2371, mean_prior_absolute_error: 0.494, weighted_recall: 0.8681, number_of_instances: 690, precision: 0.868, predictive_accuracy: 0.8681, prior_entropy: 0.9912, relative_absolute_error: 0.4801, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.6771, unweighted_recall: 0.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9101, f_measure: 0.8669, kappa: 0.7314, kb_relative_information_score: 0.5894, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.494, weighted_recall: 0.8667, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8667, prior_entropy: 0.9912, relative_absolute_error: 0.4448, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.6551, unweighted_recall: 0.8676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5659, mean_absolute_error: 0.2325, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4707, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.6852, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.844, f_measure: 0.7822, kappa: 0.5585, kb_relative_information_score: 0.3934, mean_absolute_error: 0.3144, mean_prior_absolute_error: 0.494, weighted_recall: 0.7826, number_of_instances: 690, precision: 0.7821, predictive_accuracy: 0.7826, prior_entropy: 0.9912, relative_absolute_error: 0.6365, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8001, unweighted_recall: 0.7783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.749, kappa: 0.4904, kb_relative_information_score: 0.3502, mean_absolute_error: 0.3321, mean_prior_absolute_error: 0.494, weighted_recall: 0.7507, number_of_instances: 690, precision: 0.7502, predictive_accuracy: 0.7507, prior_entropy: 0.9912, relative_absolute_error: 0.6723, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4181, root_relative_squared_error: 0.8413, unweighted_recall: 0.7428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.7333, kappa: 0.4607, kb_relative_information_score: 0.2395, mean_absolute_error: 0.3901, mean_prior_absolute_error: 0.494, weighted_recall: 0.7406, number_of_instances: 690, precision: 0.748, predictive_accuracy: 0.7406, prior_entropy: 0.9912, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4379, root_relative_squared_error: 0.8811, unweighted_recall: 0.7243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.7905, kappa: 0.5902, kb_relative_information_score: 0.3846, mean_absolute_error: 0.3198, mean_prior_absolute_error: 0.494, weighted_recall: 0.7913, number_of_instances: 690, precision: 0.8211, predictive_accuracy: 0.7913, prior_entropy: 0.9912, relative_absolute_error: 0.6474, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3936, root_relative_squared_error: 0.7921, unweighted_recall: 0.8043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.5732, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4623, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6829, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8624, kappa: 0.7215, kb_relative_information_score: 0.5517, mean_absolute_error: 0.2381, mean_prior_absolute_error: 0.494, weighted_recall: 0.8623, number_of_instances: 690, precision: 0.8625, predictive_accuracy: 0.8623, prior_entropy: 0.9912, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3432, root_relative_squared_error: 0.6906, unweighted_recall: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.8569, kappa: 0.7146, kb_relative_information_score: 0.566, mean_absolute_error: 0.2326, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8681, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.471, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.684, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.8554, kappa: 0.7116, kb_relative_information_score: 0.576, mean_absolute_error: 0.2268, mean_prior_absolute_error: 0.494, weighted_recall: 0.8551, number_of_instances: 690, precision: 0.8663, predictive_accuracy: 0.8551, prior_entropy: 0.9912, relative_absolute_error: 0.4591, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6808, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.8332, kappa: 0.6622, kb_relative_information_score: 0.5146, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.494, weighted_recall: 0.8333, number_of_instances: 690, precision: 0.8332, predictive_accuracy: 0.8333, prior_entropy: 0.9912, relative_absolute_error: 0.5126, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3651, root_relative_squared_error: 0.7347, unweighted_recall: 0.8308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.8424, kappa: 0.6823, kb_relative_information_score: 0.5435, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.494, weighted_recall: 0.842, number_of_instances: 690, precision: 0.8444, predictive_accuracy: 0.842, prior_entropy: 0.9912, relative_absolute_error: 0.4836, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.712, unweighted_recall: 0.8435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.8641, kappa: 0.7258, kb_relative_information_score: 0.6037, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.494, weighted_recall: 0.8638, number_of_instances: 690, precision: 0.8655, predictive_accuracy: 0.8638, prior_entropy: 0.9912, relative_absolute_error: 0.427, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.6488, unweighted_recall: 0.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, f_measure: 0.7185, kappa: 0.4362, kb_relative_information_score: 0.1966, mean_absolute_error: 0.4105, mean_prior_absolute_error: 0.494, weighted_recall: 0.7319, number_of_instances: 690, precision: 0.7517, predictive_accuracy: 0.7319, prior_entropy: 0.9912, relative_absolute_error: 0.831, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4481, root_relative_squared_error: 0.9017, unweighted_recall: 0.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8927, f_measure: 0.8534, kappa: 0.703, kb_relative_information_score: 0.5237, mean_absolute_error: 0.2521, mean_prior_absolute_error: 0.494, weighted_recall: 0.8536, number_of_instances: 690, precision: 0.8534, predictive_accuracy: 0.8536, prior_entropy: 0.9912, relative_absolute_error: 0.5104, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.7099, unweighted_recall: 0.8507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8526, kappa: 0.7055, kb_relative_information_score: 0.5497, mean_absolute_error: 0.2412, mean_prior_absolute_error: 0.494, weighted_recall: 0.8522, number_of_instances: 690, precision: 0.8619, predictive_accuracy: 0.8522, prior_entropy: 0.9912, relative_absolute_error: 0.4883, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.6715, unweighted_recall: 0.8584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7891, f_measure: 0.5119, kappa: 0.1116, kb_relative_information_score: 0.066, mean_absolute_error: 0.4673, mean_prior_absolute_error: 0.494, weighted_recall: 0.5957, number_of_instances: 690, precision: 0.6434, predictive_accuracy: 0.5957, prior_entropy: 0.9912, relative_absolute_error: 0.9461, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4827, root_relative_squared_error: 0.9713, unweighted_recall: 0.5514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9205, f_measure: 0.8612, kappa: 0.723, kb_relative_information_score: 0.6216, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.494, weighted_recall: 0.8609, number_of_instances: 690, precision: 0.8714, predictive_accuracy: 0.8609, prior_entropy: 0.9912, relative_absolute_error: 0.4051, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.321, root_relative_squared_error: 0.6459, unweighted_recall: 0.8676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8384, f_measure: 0.7438, kappa: 0.4808, kb_relative_information_score: 0.1538, mean_absolute_error: 0.4301, mean_prior_absolute_error: 0.494, weighted_recall: 0.7493, number_of_instances: 690, precision: 0.7542, predictive_accuracy: 0.7493, prior_entropy: 0.9912, relative_absolute_error: 0.8707, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4574, root_relative_squared_error: 0.9203, unweighted_recall: 0.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.8569, kappa: 0.7139, kb_relative_information_score: 0.5988, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.494, weighted_recall: 0.8565, number_of_instances: 690, precision: 0.8653, predictive_accuracy: 0.8565, prior_entropy: 0.9912, relative_absolute_error: 0.4322, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.657, unweighted_recall: 0.8624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8536, f_measure: 0.7752, kappa: 0.5445, kb_relative_information_score: 0.4199, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.494, weighted_recall: 0.7754, number_of_instances: 690, precision: 0.7751, predictive_accuracy: 0.7754, prior_entropy: 0.9912, relative_absolute_error: 0.6074, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3908, root_relative_squared_error: 0.7865, unweighted_recall: 0.7718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.8003, kappa: 0.5945, kb_relative_information_score: 0.4007, mean_absolute_error: 0.3131, mean_prior_absolute_error: 0.494, weighted_recall: 0.8014, number_of_instances: 690, precision: 0.8016, predictive_accuracy: 0.8014, prior_entropy: 0.9912, relative_absolute_error: 0.6339, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3838, root_relative_squared_error: 0.7723, unweighted_recall: 0.7946,

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

OpenML APIs