Task
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35944 runs submitted
2 likes downloaded by 2 people , 5 total downloads 0 issues
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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35944 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.8557, kappa: 0.8503, kb_relative_information_score: 0.8179, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.074, weighted_recall: 0.8561, number_of_instances: 20000, precision: 0.857, predictive_accuracy: 0.8561, prior_entropy: 4.6998, relative_absolute_error: 0.3831, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.5533, unweighted_recall: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8596, kappa: 0.854, kb_relative_information_score: 0.8445, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, weighted_recall: 0.8597, number_of_instances: 20000, precision: 0.8606, predictive_accuracy: 0.8597, prior_entropy: 4.6998, relative_absolute_error: 0.2874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4834, unweighted_recall: 0.8586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.8557, kappa: 0.8503, kb_relative_information_score: 0.8179, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.074, weighted_recall: 0.8561, number_of_instances: 20000, precision: 0.857, predictive_accuracy: 0.8561, prior_entropy: 4.6998, relative_absolute_error: 0.3831, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.5533, unweighted_recall: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.86, kappa: 0.8543, kb_relative_information_score: 0.8445, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, weighted_recall: 0.86, number_of_instances: 20000, precision: 0.861, predictive_accuracy: 0.86, prior_entropy: 4.6998, relative_absolute_error: 0.2874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4834, unweighted_recall: 0.8589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9718, kappa: 0.9706, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9718, number_of_instances: 20000, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 4.6998, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2151, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.8819, kappa: 0.8771, kb_relative_information_score: 0.8803, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8819, number_of_instances: 20000, precision: 0.8822, predictive_accuracy: 0.8819, prior_entropy: 4.6998, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.4957, unweighted_recall: 0.8815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9718, kappa: 0.9706, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9718, number_of_instances: 20000, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 4.6998, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2151, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9718, kappa: 0.9706, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9718, number_of_instances: 20000, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 4.6998, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2151, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9723, kappa: 0.9712, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9723, number_of_instances: 20000, precision: 0.9724, predictive_accuracy: 0.9723, prior_entropy: 4.6998, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.2145, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9723, kappa: 0.9712, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9723, number_of_instances: 20000, precision: 0.9724, predictive_accuracy: 0.9723, prior_entropy: 4.6998, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.2145, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.8843, kappa: 0.8791, kb_relative_information_score: 0.8553, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.074, weighted_recall: 0.8838, number_of_instances: 20000, precision: 0.8868, predictive_accuracy: 0.8838, prior_entropy: 4.6998, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.4502, unweighted_recall: 0.8831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.8843, kappa: 0.8791, kb_relative_information_score: 0.8553, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.074, weighted_recall: 0.8838, number_of_instances: 20000, precision: 0.8868, predictive_accuracy: 0.8838, prior_entropy: 4.6998, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.4502, unweighted_recall: 0.8831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9701, kappa: 0.9689, kb_relative_information_score: 0.9747, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.074, weighted_recall: 0.9701, number_of_instances: 20000, precision: 0.9702, predictive_accuracy: 0.9701, prior_entropy: 4.6998, relative_absolute_error: 0.0412, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0419, root_relative_squared_error: 0.2177, unweighted_recall: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9617, kappa: 0.9601, kb_relative_information_score: 0.9604, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.074, weighted_recall: 0.9617, number_of_instances: 20000, precision: 0.9619, predictive_accuracy: 0.9617, prior_entropy: 4.6998, relative_absolute_error: 0.0778, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0478, root_relative_squared_error: 0.2488, unweighted_recall: 0.9614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9718, kappa: 0.9706, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9718, number_of_instances: 20000, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 4.6998, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2151, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9718, kappa: 0.9706, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9718, number_of_instances: 20000, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 4.6998, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2151, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9542, kappa: 0.9523, kb_relative_information_score: 0.9606, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.074, weighted_recall: 0.9542, number_of_instances: 20000, precision: 0.9545, predictive_accuracy: 0.9542, prior_entropy: 4.6998, relative_absolute_error: 0.0848, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.2745, unweighted_recall: 0.9539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.883, kappa: 0.8782, kb_relative_information_score: 0.8814, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.074, weighted_recall: 0.8829, number_of_instances: 20000, precision: 0.8832, predictive_accuracy: 0.8829, prior_entropy: 4.6998, relative_absolute_error: 0.1218, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.4935, unweighted_recall: 0.8827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8178, kappa: 0.8105, kb_relative_information_score: 0.8155, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.074, weighted_recall: 0.8178, number_of_instances: 20000, precision: 0.818, predictive_accuracy: 0.8178, prior_entropy: 4.6998, relative_absolute_error: 0.1895, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.6156, unweighted_recall: 0.8174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.8826, kappa: 0.8778, kb_relative_information_score: 0.881, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.074, weighted_recall: 0.8825, number_of_instances: 20000, precision: 0.8828, predictive_accuracy: 0.8825, prior_entropy: 4.6998, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.4944, unweighted_recall: 0.8822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8253, kappa: 0.818, kb_relative_information_score: 0.8229, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.074, weighted_recall: 0.8251, number_of_instances: 20000, precision: 0.8258, predictive_accuracy: 0.8251, prior_entropy: 4.6998, relative_absolute_error: 0.182, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.116, root_relative_squared_error: 0.6032, unweighted_recall: 0.8248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.8803, kappa: 0.8754, kb_relative_information_score: 0.8787, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.8802, number_of_instances: 20000, precision: 0.8805, predictive_accuracy: 0.8802, prior_entropy: 4.6998, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.096, root_relative_squared_error: 0.4992, unweighted_recall: 0.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.8207, kappa: 0.8135, kb_relative_information_score: 0.8184, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.074, weighted_recall: 0.8207, number_of_instances: 20000, precision: 0.8211, predictive_accuracy: 0.8207, prior_entropy: 4.6998, relative_absolute_error: 0.1865, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.6108, unweighted_recall: 0.8203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.6392, kappa: 0.6277, kb_relative_information_score: 0.6887, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.074, weighted_recall: 0.6421, number_of_instances: 20000, precision: 0.6557, predictive_accuracy: 0.6421, prior_entropy: 4.6998, relative_absolute_error: 0.43, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.7248, unweighted_recall: 0.6409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6393, kappa: 0.0751, kb_relative_information_score: 0.1302, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.074, weighted_recall: 0.1119, number_of_instances: 20000, predictive_accuracy: 0.1119, prior_entropy: 4.6998, relative_absolute_error: 0.9484, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.9765, unweighted_recall: 0.1107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7695, f_measure: 0.521, kappa: 0.5389, kb_relative_information_score: 0.5508, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.074, weighted_recall: 0.5567, number_of_instances: 20000, precision: 0.5924, predictive_accuracy: 0.5567, prior_entropy: 4.6998, relative_absolute_error: 0.461, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.9603, unweighted_recall: 0.5549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7606, f_measure: 0.551, kappa: 0.5212, kb_relative_information_score: 0.5336, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.074, weighted_recall: 0.5396, number_of_instances: 20000, precision: 0.5968, predictive_accuracy: 0.5396, prior_entropy: 4.6998, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.9787, unweighted_recall: 0.5383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9542, kappa: 0.9523, kb_relative_information_score: 0.9606, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.074, weighted_recall: 0.9542, number_of_instances: 20000, precision: 0.9545, predictive_accuracy: 0.9542, prior_entropy: 4.6998, relative_absolute_error: 0.0848, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.2745, unweighted_recall: 0.9539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.881, kappa: 0.8761, kb_relative_information_score: 0.8793, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.8809, number_of_instances: 20000, precision: 0.8812, predictive_accuracy: 0.8809, prior_entropy: 4.6998, relative_absolute_error: 0.1239, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.4978, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.8163, kappa: 0.8087, kb_relative_information_score: 0.8137, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.074, weighted_recall: 0.8161, number_of_instances: 20000, precision: 0.8166, predictive_accuracy: 0.8161, prior_entropy: 4.6998, relative_absolute_error: 0.1913, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.119, root_relative_squared_error: 0.6186, unweighted_recall: 0.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.8157, kappa: 0.8083, kb_relative_information_score: 0.8133, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.074, weighted_recall: 0.8157, number_of_instances: 20000, precision: 0.8161, predictive_accuracy: 0.8157, prior_entropy: 4.6998, relative_absolute_error: 0.1917, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.6192, unweighted_recall: 0.8153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9381, f_measure: 0.881, kappa: 0.8761, kb_relative_information_score: 0.8794, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.8809, number_of_instances: 20000, precision: 0.8812, predictive_accuracy: 0.8809, prior_entropy: 4.6998, relative_absolute_error: 0.1239, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.4977, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.8193, kappa: 0.8119, kb_relative_information_score: 0.8169, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.074, weighted_recall: 0.8192, number_of_instances: 20000, precision: 0.8195, predictive_accuracy: 0.8192, prior_entropy: 4.6998, relative_absolute_error: 0.1881, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1179, root_relative_squared_error: 0.6133, unweighted_recall: 0.8188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9718, kappa: 0.9706, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9718, number_of_instances: 20000, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 4.6998, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2151, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9725, kappa: 0.9713, kb_relative_information_score: 0.9762, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9725, number_of_instances: 20000, precision: 0.9726, predictive_accuracy: 0.9725, prior_entropy: 4.6998, relative_absolute_error: 0.0364, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0411, root_relative_squared_error: 0.214, unweighted_recall: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9723, kappa: 0.9712, kb_relative_information_score: 0.976, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9723, number_of_instances: 20000, precision: 0.9724, predictive_accuracy: 0.9723, prior_entropy: 4.6998, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.2145, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9702, kappa: 0.969, kb_relative_information_score: 0.9751, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, weighted_recall: 0.9702, number_of_instances: 20000, precision: 0.9702, predictive_accuracy: 0.9702, prior_entropy: 4.6998, relative_absolute_error: 0.0369, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0425, root_relative_squared_error: 0.221, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8586, kappa: 0.8528, kb_relative_information_score: 0.8361, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.074, weighted_recall: 0.8585, number_of_instances: 20000, precision: 0.8597, predictive_accuracy: 0.8585, prior_entropy: 4.6998, relative_absolute_error: 0.3078, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.4928, unweighted_recall: 0.8575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.859, kappa: 0.8534, kb_relative_information_score: 0.8465, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.074, weighted_recall: 0.859, number_of_instances: 20000, precision: 0.8601, predictive_accuracy: 0.859, prior_entropy: 4.6998, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.4802, unweighted_recall: 0.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.9517, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.074, weighted_recall: 0.9664, number_of_instances: 20000, precision: 0.9664, predictive_accuracy: 0.9664, prior_entropy: 4.6998, relative_absolute_error: 0.1039, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0496, root_relative_squared_error: 0.258, unweighted_recall: 0.9662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.7255, kappa: 0.715, kb_relative_information_score: 0.7248, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.074, weighted_recall: 0.726, number_of_instances: 20000, precision: 0.7279, predictive_accuracy: 0.726, prior_entropy: 4.6998, relative_absolute_error: 0.4547, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1225, root_relative_squared_error: 0.6368, unweighted_recall: 0.7248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.8105, kappa: 0.8029, kb_relative_information_score: 0.8018, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.074, weighted_recall: 0.8105, number_of_instances: 20000, precision: 0.8127, predictive_accuracy: 0.8105, prior_entropy: 4.6998, relative_absolute_error: 0.3416, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.104, root_relative_squared_error: 0.5408, unweighted_recall: 0.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.974, kappa: 0.973, kb_relative_information_score: 0.9668, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.074, weighted_recall: 0.974, number_of_instances: 20000, precision: 0.974, predictive_accuracy: 0.974, prior_entropy: 4.6998, relative_absolute_error: 0.0709, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0417, root_relative_squared_error: 0.2168, unweighted_recall: 0.9738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9674, kappa: 0.9661, kb_relative_information_score: 0.9661, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.074, weighted_recall: 0.9674, number_of_instances: 20000, precision: 0.9676, predictive_accuracy: 0.9674, prior_entropy: 4.6998, relative_absolute_error: 0.0683, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0441, root_relative_squared_error: 0.2295, unweighted_recall: 0.9672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9672, kappa: 0.9658, kb_relative_information_score: 0.9561, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.074, weighted_recall: 0.9672, number_of_instances: 20000, precision: 0.9675, predictive_accuracy: 0.9672, prior_entropy: 4.6998, relative_absolute_error: 0.0766, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.049, root_relative_squared_error: 0.255, unweighted_recall: 0.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9471, kappa: 0.9422, kb_relative_information_score: 0.9162, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.074, weighted_recall: 0.9444, number_of_instances: 20000, precision: 0.9541, predictive_accuracy: 0.9444, prior_entropy: 4.6998, relative_absolute_error: 0.1274, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0641, root_relative_squared_error: 0.3336, unweighted_recall: 0.9442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8588, kappa: 0.853, kb_relative_information_score: 0.8374, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.074, weighted_recall: 0.8587, number_of_instances: 20000, precision: 0.8598, predictive_accuracy: 0.8587, prior_entropy: 4.6998, relative_absolute_error: 0.3051, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.4912, unweighted_recall: 0.8577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9691, kappa: 0.9678, kb_relative_information_score: 0.9595, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.074, weighted_recall: 0.9691, number_of_instances: 20000, precision: 0.9692, predictive_accuracy: 0.9691, prior_entropy: 4.6998, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0474, root_relative_squared_error: 0.2463, unweighted_recall: 0.9689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.8003, kappa: 0.7922, kb_relative_information_score: 0.7985, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.074, weighted_recall: 0.8002, number_of_instances: 20000, precision: 0.8026, predictive_accuracy: 0.8002, prior_entropy: 4.6998, relative_absolute_error: 0.342, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.105, root_relative_squared_error: 0.5459, unweighted_recall: 0.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.7493, kappa: 0.7386, kb_relative_information_score: 0.7462, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.074, weighted_recall: 0.7487, number_of_instances: 20000, precision: 0.7527, predictive_accuracy: 0.7487, prior_entropy: 4.6998, relative_absolute_error: 0.4217, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1176, root_relative_squared_error: 0.6113, unweighted_recall: 0.7477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.8417, kappa: 0.8354, kb_relative_information_score: 0.8316, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.074, weighted_recall: 0.8417, number_of_instances: 20000, precision: 0.843, predictive_accuracy: 0.8417, prior_entropy: 4.6998, relative_absolute_error: 0.3015, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0967, root_relative_squared_error: 0.5027, unweighted_recall: 0.8406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9244, kappa: 0.9192, kb_relative_information_score: 0.9036, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.074, weighted_recall: 0.9224, number_of_instances: 20000, precision: 0.9283, predictive_accuracy: 0.9224, prior_entropy: 4.6998, relative_absolute_error: 0.1823, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0725, root_relative_squared_error: 0.377, unweighted_recall: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8585, kappa: 0.8526, kb_relative_information_score: 0.8364, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.074, weighted_recall: 0.8583, number_of_instances: 20000, precision: 0.8595, predictive_accuracy: 0.8583, prior_entropy: 4.6998, relative_absolute_error: 0.3072, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.4924, unweighted_recall: 0.8573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.8546, kappa: 0.8488, kb_relative_information_score: 0.8437, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.074, weighted_recall: 0.8547, number_of_instances: 20000, precision: 0.8558, predictive_accuracy: 0.8547, prior_entropy: 4.6998, relative_absolute_error: 0.2842, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.4846, unweighted_recall: 0.8537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.8387, kappa: 0.8321, kb_relative_information_score: 0.8302, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.074, weighted_recall: 0.8386, number_of_instances: 20000, precision: 0.8405, predictive_accuracy: 0.8386, prior_entropy: 4.6998, relative_absolute_error: 0.2972, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.5011, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.6883, kappa: 0.6041, kb_relative_information_score: 0.424, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.074, weighted_recall: 0.6194, number_of_instances: 20000, precision: 0.881, predictive_accuracy: 0.6194, prior_entropy: 4.6998, relative_absolute_error: 0.6694, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.7943, unweighted_recall: 0.6192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9325, kappa: 0.9297, kb_relative_information_score: 0.9184, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.074, weighted_recall: 0.9324, number_of_instances: 20000, precision: 0.933, predictive_accuracy: 0.9324, prior_entropy: 4.6998, relative_absolute_error: 0.1632, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.066, root_relative_squared_error: 0.3432, unweighted_recall: 0.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9695, kappa: 0.9683, kb_relative_information_score: 0.9604, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.074, weighted_recall: 0.9695, number_of_instances: 20000, precision: 0.9696, predictive_accuracy: 0.9695, prior_entropy: 4.6998, relative_absolute_error: 0.0713, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0469, root_relative_squared_error: 0.2437, unweighted_recall: 0.9693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8521, kappa: 0.8463, kb_relative_information_score: 0.8415, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, weighted_recall: 0.8522, number_of_instances: 20000, precision: 0.8533, predictive_accuracy: 0.8522, prior_entropy: 4.6998, relative_absolute_error: 0.2875, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.488, unweighted_recall: 0.8512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.8165, kappa: 0.8092, kb_relative_information_score: 0.8129, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.074, weighted_recall: 0.8166, number_of_instances: 20000, precision: 0.8188, predictive_accuracy: 0.8166, prior_entropy: 4.6998, relative_absolute_error: 0.3199, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1011, root_relative_squared_error: 0.5259, unweighted_recall: 0.8155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.974, kappa: 0.9729, kb_relative_information_score: 0.9678, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.074, weighted_recall: 0.974, number_of_instances: 20000, precision: 0.974, predictive_accuracy: 0.974, prior_entropy: 4.6998, relative_absolute_error: 0.0625, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0423, root_relative_squared_error: 0.2201, unweighted_recall: 0.9738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.882, kappa: 0.8772, kb_relative_information_score: 0.8658, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.074, weighted_recall: 0.8819, number_of_instances: 20000, precision: 0.883, predictive_accuracy: 0.8819, prior_entropy: 4.6998, relative_absolute_error: 0.2532, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.445, unweighted_recall: 0.8811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.8039, kappa: 0.796, kb_relative_information_score: 0.7948, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.074, weighted_recall: 0.8039, number_of_instances: 20000, precision: 0.806, predictive_accuracy: 0.8039, prior_entropy: 4.6998, relative_absolute_error: 0.3537, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.5506, unweighted_recall: 0.8027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8459, kappa: 0.8397, kb_relative_information_score: 0.8404, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.074, weighted_recall: 0.8459, number_of_instances: 20000, precision: 0.8478, predictive_accuracy: 0.8459, prior_entropy: 4.6998, relative_absolute_error: 0.2781, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.4865, unweighted_recall: 0.8449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9787, kappa: 0.9778, kb_relative_information_score: 0.974, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.074, weighted_recall: 0.9787, number_of_instances: 20000, precision: 0.9787, predictive_accuracy: 0.9787, prior_entropy: 4.6998, relative_absolute_error: 0.0545, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.1938, unweighted_recall: 0.9785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.3458, kappa: 0.3557, kb_relative_information_score: 0.2044, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.074, weighted_recall: 0.3802, number_of_instances: 20000, precision: 0.4752, predictive_accuracy: 0.3802, prior_entropy: 4.6998, relative_absolute_error: 0.9592, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.9649, unweighted_recall: 0.3799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9745, kappa: 0.9735, kb_relative_information_score: 0.9673, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.074, weighted_recall: 0.9745, number_of_instances: 20000, precision: 0.9745, predictive_accuracy: 0.9745, prior_entropy: 4.6998, relative_absolute_error: 0.0697, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2154, unweighted_recall: 0.9743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.8476, kappa: 0.8414, kb_relative_information_score: 0.8386, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.074, weighted_recall: 0.8476, number_of_instances: 20000, precision: 0.8493, predictive_accuracy: 0.8476, prior_entropy: 4.6998, relative_absolute_error: 0.2858, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.4895, unweighted_recall: 0.8466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8602, kappa: 0.8545, kb_relative_information_score: 0.8398, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.074, weighted_recall: 0.8601, number_of_instances: 20000, precision: 0.8612, predictive_accuracy: 0.8601, prior_entropy: 4.6998, relative_absolute_error: 0.3, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4884, unweighted_recall: 0.8591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9653, kappa: 0.9639, kb_relative_information_score: 0.9495, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.074, weighted_recall: 0.9653, number_of_instances: 20000, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 4.6998, relative_absolute_error: 0.1087, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0507, root_relative_squared_error: 0.2635, unweighted_recall: 0.9651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7884, f_measure: 0.4108, kappa: 0.2977, kb_relative_information_score: 0.086, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, weighted_recall: 0.3253, number_of_instances: 20000, precision: 0.8502, predictive_accuracy: 0.3253, prior_entropy: 4.6998, relative_absolute_error: 0.9674, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.188, root_relative_squared_error: 0.9776, unweighted_recall: 0.3245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.8705, kappa: 0.8653, kb_relative_information_score: 0.855, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.074, weighted_recall: 0.8705, number_of_instances: 20000, precision: 0.8717, predictive_accuracy: 0.8705, prior_entropy: 4.6998, relative_absolute_error: 0.2714, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.4643, unweighted_recall: 0.8696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.8872, kappa: 0.8826, kb_relative_information_score: 0.8794, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.074, weighted_recall: 0.8872, number_of_instances: 20000, precision: 0.8882, predictive_accuracy: 0.8872, prior_entropy: 4.6998, relative_absolute_error: 0.223, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0816, root_relative_squared_error: 0.4242, unweighted_recall: 0.8865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9727, kappa: 0.9716, kb_relative_information_score: 0.9651, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.074, weighted_recall: 0.9727, number_of_instances: 20000, precision: 0.9727, predictive_accuracy: 0.9727, prior_entropy: 4.6998, relative_absolute_error: 0.0748, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0427, root_relative_squared_error: 0.2222, unweighted_recall: 0.9725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.971, kappa: 0.9698, kb_relative_information_score: 0.9668, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.074, weighted_recall: 0.971, number_of_instances: 20000, precision: 0.9711, predictive_accuracy: 0.971, prior_entropy: 4.6998, relative_absolute_error: 0.0704, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0427, root_relative_squared_error: 0.222, unweighted_recall: 0.9708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.8175, kappa: 0.7684, kb_relative_information_score: 0.6313, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.074, weighted_recall: 0.7774, number_of_instances: 20000, precision: 0.9098, predictive_accuracy: 0.7774, prior_entropy: 4.6998, relative_absolute_error: 0.4608, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1244, root_relative_squared_error: 0.6471, unweighted_recall: 0.7771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.8457, kappa: 0.8396, kb_relative_information_score: 0.8361, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.074, weighted_recall: 0.8458, number_of_instances: 20000, precision: 0.8471, predictive_accuracy: 0.8458, prior_entropy: 4.6998, relative_absolute_error: 0.2934, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.4953, unweighted_recall: 0.8448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8525, kappa: 0.8466, kb_relative_information_score: 0.8418, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.074, weighted_recall: 0.8525, number_of_instances: 20000, precision: 0.8537, predictive_accuracy: 0.8525, prior_entropy: 4.6998, relative_absolute_error: 0.2862, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.4873, unweighted_recall: 0.8515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.81, kappa: 0.8024, kb_relative_information_score: 0.8015, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.074, weighted_recall: 0.8101, number_of_instances: 20000, precision: 0.8122, predictive_accuracy: 0.8101, prior_entropy: 4.6998, relative_absolute_error: 0.3423, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.5412, unweighted_recall: 0.8089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9558, kappa: 0.954, kb_relative_information_score: 0.9456, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.074, weighted_recall: 0.9558, number_of_instances: 20000, precision: 0.9561, predictive_accuracy: 0.9558, prior_entropy: 4.6998, relative_absolute_error: 0.1125, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.054, root_relative_squared_error: 0.281, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9746, kappa: 0.9736, kb_relative_information_score: 0.9685, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.074, weighted_recall: 0.9746, number_of_instances: 20000, precision: 0.9747, predictive_accuracy: 0.9746, prior_entropy: 4.6998, relative_absolute_error: 0.0675, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.041, root_relative_squared_error: 0.2133, unweighted_recall: 0.9744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9112, kappa: 0.9076, kb_relative_information_score: 0.9113, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.074, weighted_recall: 0.9112, number_of_instances: 20000, precision: 0.912, predictive_accuracy: 0.9112, prior_entropy: 4.6998, relative_absolute_error: 0.1621, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.3686, unweighted_recall: 0.9107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.5446, kappa: 0.5423, kb_relative_information_score: 0.5475, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.074, weighted_recall: 0.5598, number_of_instances: 20000, precision: 0.5847, predictive_accuracy: 0.5598, prior_entropy: 4.6998, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.7952, unweighted_recall: 0.5592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9749, kappa: 0.9739, kb_relative_information_score: 0.9674, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.074, weighted_recall: 0.9749, number_of_instances: 20000, precision: 0.9749, predictive_accuracy: 0.9749, prior_entropy: 4.6998, relative_absolute_error: 0.0692, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0415, root_relative_squared_error: 0.216, unweighted_recall: 0.9747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.8054, kappa: 0.7976, kb_relative_information_score: 0.7992, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.074, weighted_recall: 0.8054, number_of_instances: 20000, precision: 0.8077, predictive_accuracy: 0.8054, prior_entropy: 4.6998, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1046, root_relative_squared_error: 0.5439, unweighted_recall: 0.8042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.8585, kappa: 0.8528, kb_relative_information_score: 0.8462, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.074, weighted_recall: 0.8585, number_of_instances: 20000, precision: 0.8597, predictive_accuracy: 0.8585, prior_entropy: 4.6998, relative_absolute_error: 0.2823, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0925, root_relative_squared_error: 0.4808, unweighted_recall: 0.8575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8592, kappa: 0.8534, kb_relative_information_score: 0.8357, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.074, weighted_recall: 0.859, number_of_instances: 20000, precision: 0.8602, predictive_accuracy: 0.859, prior_entropy: 4.6998, relative_absolute_error: 0.3086, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.4932, unweighted_recall: 0.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.4904, kappa: 0.4691, kb_relative_information_score: 0.4708, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.074, weighted_recall: 0.4896, number_of_instances: 20000, precision: 0.5059, predictive_accuracy: 0.4896, prior_entropy: 4.6998, relative_absolute_error: 0.7887, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.8593, unweighted_recall: 0.4884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.8413, kappa: 0.8348, kb_relative_information_score: 0.832, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.074, weighted_recall: 0.8412, number_of_instances: 20000, precision: 0.8429, predictive_accuracy: 0.8412, prior_entropy: 4.6998, relative_absolute_error: 0.2973, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.5001, unweighted_recall: 0.8402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9631, kappa: 0.9616, kb_relative_information_score: 0.9523, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.074, weighted_recall: 0.9631, number_of_instances: 20000, precision: 0.9633, predictive_accuracy: 0.9631, prior_entropy: 4.6998, relative_absolute_error: 0.1018, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.05, root_relative_squared_error: 0.2598, unweighted_recall: 0.9628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9744, kappa: 0.9734, kb_relative_information_score: 0.9682, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.074, weighted_recall: 0.9744, number_of_instances: 20000, precision: 0.9744, predictive_accuracy: 0.9744, prior_entropy: 4.6998, relative_absolute_error: 0.0681, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.041, root_relative_squared_error: 0.2134, unweighted_recall: 0.9742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.7232, kappa: 0.7126, kb_relative_information_score: 0.7179, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.074, weighted_recall: 0.7237, number_of_instances: 20000, precision: 0.7259, predictive_accuracy: 0.7237, prior_entropy: 4.6998, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.6439, unweighted_recall: 0.7224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.8405, kappa: 0.8341, kb_relative_information_score: 0.8324, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.074, weighted_recall: 0.8405, number_of_instances: 20000, precision: 0.8423, predictive_accuracy: 0.8405, prior_entropy: 4.6998, relative_absolute_error: 0.293, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.4978, unweighted_recall: 0.8395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.973, kappa: 0.9719, kb_relative_information_score: 0.9645, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.074, weighted_recall: 0.973, number_of_instances: 20000, precision: 0.973, predictive_accuracy: 0.973, prior_entropy: 4.6998, relative_absolute_error: 0.0756, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0431, root_relative_squared_error: 0.2243, unweighted_recall: 0.9728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9623, kappa: 0.9605, kb_relative_information_score: 0.9476, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.074, weighted_recall: 0.962, number_of_instances: 20000, precision: 0.9631, predictive_accuracy: 0.962, prior_entropy: 4.6998, relative_absolute_error: 0.0872, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0529, root_relative_squared_error: 0.275, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9009, kappa: 0.8969, kb_relative_information_score: 0.892, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.074, weighted_recall: 0.9009, number_of_instances: 20000, precision: 0.9017, predictive_accuracy: 0.9009, prior_entropy: 4.6998, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0771, root_relative_squared_error: 0.4009, unweighted_recall: 0.9002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.353, kappa: 0.3502, kb_relative_information_score: 0.3728, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.074, weighted_recall: 0.3752, number_of_instances: 20000, precision: 0.3847, predictive_accuracy: 0.3752, prior_entropy: 4.6998, relative_absolute_error: 0.8603, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.9097, unweighted_recall: 0.3747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.872, kappa: 0.8667, kb_relative_information_score: 0.8567, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.074, weighted_recall: 0.8719, number_of_instances: 20000, precision: 0.8731, predictive_accuracy: 0.8719, prior_entropy: 4.6998, relative_absolute_error: 0.2675, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.4618, unweighted_recall: 0.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.8697, kappa: 0.8643, kb_relative_information_score: 0.8551, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, weighted_recall: 0.8696, number_of_instances: 20000, precision: 0.8708, predictive_accuracy: 0.8696, prior_entropy: 4.6998, relative_absolute_error: 0.2689, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.4652, unweighted_recall: 0.8687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.5271, kappa: 0.528, kb_relative_information_score: 0.5324, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.074, weighted_recall: 0.5461, number_of_instances: 20000, precision: 0.5685, predictive_accuracy: 0.5461, prior_entropy: 4.6998, relative_absolute_error: 0.6983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.8042, unweighted_recall: 0.5455,

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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