OpenML
Supervised Classification on soybean

Supervised Classification on soybean

Task 41 Supervised Classification soybean 16132 runs submitted
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  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_70 under100k under1m
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16132 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8884, kappa: 0.8795, kb_relative_information_score: 0.8993, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8902, number_of_instances: 683, precision: 0.8945, predictive_accuracy: 0.8902, prior_entropy: 3.8358, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.4295, unweighted_recall: 0.8784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, kappa: 0.8731, kb_relative_information_score: 0.9039, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8843, number_of_instances: 683, predictive_accuracy: 0.8843, prior_entropy: 3.8358, relative_absolute_error: 0.1549, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.4253, unweighted_recall: 0.8737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, kappa: 0.7808, kb_relative_information_score: 0.8407, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7994, number_of_instances: 683, predictive_accuracy: 0.7994, prior_entropy: 3.8358, relative_absolute_error: 0.2643, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.5308, unweighted_recall: 0.7556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, kappa: 0.7604, kb_relative_information_score: 0.8196, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7818, number_of_instances: 683, predictive_accuracy: 0.7818, prior_entropy: 3.8358, relative_absolute_error: 0.2904, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.12, root_relative_squared_error: 0.5479, unweighted_recall: 0.6941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.8825, kappa: 0.8716, kb_relative_information_score: 0.9059, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8829, number_of_instances: 683, precision: 0.8862, predictive_accuracy: 0.8829, prior_entropy: 3.8358, relative_absolute_error: 0.1468, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.4277, unweighted_recall: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, kappa: 0.8828, kb_relative_information_score: 0.9091, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8931, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8358, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.4084, unweighted_recall: 0.8798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, kappa: 0.6569, kb_relative_information_score: 0.752, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.0961, weighted_recall: 0.6867, number_of_instances: 683, predictive_accuracy: 0.6867, prior_entropy: 3.8358, relative_absolute_error: 0.4195, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.653, unweighted_recall: 0.6049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.9192, kappa: 0.9117, kb_relative_information_score: 0.9317, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9195, number_of_instances: 683, precision: 0.9198, predictive_accuracy: 0.9195, prior_entropy: 3.8358, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0875, root_relative_squared_error: 0.3995, unweighted_recall: 0.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, kappa: 0.8223, kb_relative_information_score: 0.8664, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8375, number_of_instances: 683, predictive_accuracy: 0.8375, prior_entropy: 3.8358, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.107, root_relative_squared_error: 0.4884, unweighted_recall: 0.8234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, kappa: 0.7455, kb_relative_information_score: 0.8082, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7687, number_of_instances: 683, predictive_accuracy: 0.7687, prior_entropy: 3.8358, relative_absolute_error: 0.3122, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.5718, unweighted_recall: 0.6691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, kappa: 0.8305, kb_relative_information_score: 0.872, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8448, number_of_instances: 683, predictive_accuracy: 0.8448, prior_entropy: 3.8358, relative_absolute_error: 0.2144, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.4852, unweighted_recall: 0.8328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, kappa: 0.8126, kb_relative_information_score: 0.8588, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8287, number_of_instances: 683, predictive_accuracy: 0.8287, prior_entropy: 3.8358, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1094, root_relative_squared_error: 0.4991, unweighted_recall: 0.8308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.8517, kappa: 0.8394, kb_relative_information_score: 0.8703, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8536, number_of_instances: 683, precision: 0.8591, predictive_accuracy: 0.8536, prior_entropy: 3.8358, relative_absolute_error: 0.2092, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.106, root_relative_squared_error: 0.4836, unweighted_recall: 0.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9083, kappa: 0.9021, kb_relative_information_score: 0.9313, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9107, number_of_instances: 683, precision: 0.9124, predictive_accuracy: 0.9107, prior_entropy: 3.8358, relative_absolute_error: 0.1101, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0818, root_relative_squared_error: 0.3731, unweighted_recall: 0.9097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.8801, kappa: 0.87, kb_relative_information_score: 0.8998, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8814, number_of_instances: 683, precision: 0.8847, predictive_accuracy: 0.8814, prior_entropy: 3.8358, relative_absolute_error: 0.1523, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0994, root_relative_squared_error: 0.4537, unweighted_recall: 0.9152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, kappa: 0.8408, kb_relative_information_score: 0.8756, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8551, number_of_instances: 683, predictive_accuracy: 0.8551, prior_entropy: 3.8358, relative_absolute_error: 0.1947, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1034, root_relative_squared_error: 0.4718, unweighted_recall: 0.8379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, kappa: 0.7009, kb_relative_information_score: 0.8161, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7277, number_of_instances: 683, predictive_accuracy: 0.7277, prior_entropy: 3.8358, relative_absolute_error: 0.3303, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.5913, unweighted_recall: 0.6239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, kappa: 0.8057, kb_relative_information_score: 0.8506, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8228, number_of_instances: 683, predictive_accuracy: 0.8228, prior_entropy: 3.8358, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1154, root_relative_squared_error: 0.5266, unweighted_recall: 0.7966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.8146, kb_relative_information_score: 0.8527, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8302, number_of_instances: 683, predictive_accuracy: 0.8302, prior_entropy: 3.8358, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.5164, unweighted_recall: 0.8237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.8594, kappa: 0.8507, kb_relative_information_score: 0.8914, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8638, number_of_instances: 683, precision: 0.8605, predictive_accuracy: 0.8638, prior_entropy: 3.8358, relative_absolute_error: 0.1788, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0966, root_relative_squared_error: 0.441, unweighted_recall: 0.8643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, kappa: 0.8763, kb_relative_information_score: 0.8888, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8873, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8358, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.4365, unweighted_recall: 0.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.8599, kappa: 0.8503, kb_relative_information_score: 0.8795, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8638, number_of_instances: 683, precision: 0.8667, predictive_accuracy: 0.8638, prior_entropy: 3.8358, relative_absolute_error: 0.1884, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1028, root_relative_squared_error: 0.4694, unweighted_recall: 0.8481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.8614, kappa: 0.8491, kb_relative_information_score: 0.8929, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8624, number_of_instances: 683, precision: 0.864, predictive_accuracy: 0.8624, prior_entropy: 3.8358, relative_absolute_error: 0.1648, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.4497, unweighted_recall: 0.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, kappa: 0.8489, kb_relative_information_score: 0.8611, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8624, number_of_instances: 683, predictive_accuracy: 0.8624, prior_entropy: 3.8358, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.4941, unweighted_recall: 0.8325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, kappa: 0.881, kb_relative_information_score: 0.9004, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8917, number_of_instances: 683, predictive_accuracy: 0.8917, prior_entropy: 3.8358, relative_absolute_error: 0.1555, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4167, unweighted_recall: 0.8719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9054, kappa: 0.8973, kb_relative_information_score: 0.9242, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9063, number_of_instances: 683, precision: 0.9078, predictive_accuracy: 0.9063, prior_entropy: 3.8358, relative_absolute_error: 0.1164, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0875, root_relative_squared_error: 0.3996, unweighted_recall: 0.9316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, kappa: 0.7267, kb_relative_information_score: 0.7911, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7511, number_of_instances: 683, predictive_accuracy: 0.7511, prior_entropy: 3.8358, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1327, root_relative_squared_error: 0.6057, unweighted_recall: 0.7019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, kappa: 0.8779, kb_relative_information_score: 0.8882, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8887, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8358, relative_absolute_error: 0.1833, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.4379, unweighted_recall: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9155, kappa: 0.9085, kb_relative_information_score: 0.9327, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9165, number_of_instances: 683, precision: 0.9182, predictive_accuracy: 0.9165, prior_entropy: 3.8358, relative_absolute_error: 0.1012, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.3691, unweighted_recall: 0.9174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, kappa: 0.6866, kb_relative_information_score: 0.8027, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0961, weighted_recall: 0.713, number_of_instances: 683, predictive_accuracy: 0.713, prior_entropy: 3.8358, relative_absolute_error: 0.3484, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.6047, unweighted_recall: 0.6361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.8353, kb_relative_information_score: 0.8736, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8492, number_of_instances: 683, predictive_accuracy: 0.8492, prior_entropy: 3.8358, relative_absolute_error: 0.2165, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1054, root_relative_squared_error: 0.481, unweighted_recall: 0.8551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, kappa: 0.7528, kb_relative_information_score: 0.8076, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7745, number_of_instances: 683, predictive_accuracy: 0.7745, prior_entropy: 3.8358, relative_absolute_error: 0.3133, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1259, root_relative_squared_error: 0.5745, unweighted_recall: 0.7215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.8941, kappa: 0.8891, kb_relative_information_score: 0.9165, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0961, weighted_recall: 0.899, number_of_instances: 683, precision: 0.8969, predictive_accuracy: 0.899, prior_entropy: 3.8358, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.3946, unweighted_recall: 0.8861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.8981, kappa: 0.8893, kb_relative_information_score: 0.9207, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0961, weighted_recall: 0.899, number_of_instances: 683, precision: 0.8989, predictive_accuracy: 0.899, prior_entropy: 3.8358, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.3953, unweighted_recall: 0.9055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.8829, kappa: 0.8749, kb_relative_information_score: 0.9002, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8858, number_of_instances: 683, precision: 0.8907, predictive_accuracy: 0.8858, prior_entropy: 3.8358, relative_absolute_error: 0.1559, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.4267, unweighted_recall: 0.8871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.8869, kappa: 0.8795, kb_relative_information_score: 0.913, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8902, number_of_instances: 683, precision: 0.888, predictive_accuracy: 0.8902, prior_entropy: 3.8358, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.4156, unweighted_recall: 0.8947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, kappa: 0.6741, kb_relative_information_score: 0.7643, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7042, number_of_instances: 683, predictive_accuracy: 0.7042, prior_entropy: 3.8358, relative_absolute_error: 0.3857, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.6385, unweighted_recall: 0.5933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, kappa: 0.7962, kb_relative_information_score: 0.8512, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8141, number_of_instances: 683, predictive_accuracy: 0.8141, prior_entropy: 3.8358, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.516, unweighted_recall: 0.7823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9019, kappa: 0.8941, kb_relative_information_score: 0.9298, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9034, number_of_instances: 683, precision: 0.9045, predictive_accuracy: 0.9034, prior_entropy: 3.8358, relative_absolute_error: 0.1151, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0824, root_relative_squared_error: 0.3759, unweighted_recall: 0.9331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, kappa: 0.6799, kb_relative_information_score: 0.7408, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7086, number_of_instances: 683, predictive_accuracy: 0.7086, prior_entropy: 3.8358, relative_absolute_error: 0.4191, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1441, root_relative_squared_error: 0.6576, unweighted_recall: 0.6144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, kappa: 0.8231, kb_relative_information_score: 0.8539, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8389, number_of_instances: 683, predictive_accuracy: 0.8389, prior_entropy: 3.8358, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1116, root_relative_squared_error: 0.5095, unweighted_recall: 0.8231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.8567, kappa: 0.843, kb_relative_information_score: 0.8866, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8565, number_of_instances: 683, precision: 0.8601, predictive_accuracy: 0.8565, prior_entropy: 3.8358, relative_absolute_error: 0.1883, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4656, unweighted_recall: 0.8627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, kappa: 0.6852, kb_relative_information_score: 0.7835, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7101, number_of_instances: 683, predictive_accuracy: 0.7101, prior_entropy: 3.8358, relative_absolute_error: 0.3807, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1387, root_relative_squared_error: 0.6328, unweighted_recall: 0.6886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, kappa: 0.7662, kb_relative_information_score: 0.8224, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7862, number_of_instances: 683, predictive_accuracy: 0.7862, prior_entropy: 3.8358, relative_absolute_error: 0.2979, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.124, root_relative_squared_error: 0.5659, unweighted_recall: 0.7773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, kappa: 0.8828, kb_relative_information_score: 0.9059, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8931, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8358, relative_absolute_error: 0.1521, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.4226, unweighted_recall: 0.8834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9042, kappa: 0.8956, kb_relative_information_score: 0.9252, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9048, number_of_instances: 683, precision: 0.9056, predictive_accuracy: 0.9048, prior_entropy: 3.8358, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.3952, unweighted_recall: 0.9238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.8545, kappa: 0.8425, kb_relative_information_score: 0.8844, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8565, number_of_instances: 683, precision: 0.8606, predictive_accuracy: 0.8565, prior_entropy: 3.8358, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.459, unweighted_recall: 0.8479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.7936, kappa: 0.7735, kb_relative_information_score: 0.8216, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7936, number_of_instances: 683, precision: 0.8038, predictive_accuracy: 0.7936, prior_entropy: 3.8358, relative_absolute_error: 0.2858, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1206, root_relative_squared_error: 0.5506, unweighted_recall: 0.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9088, kappa: 0.902, kb_relative_information_score: 0.9382, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9107, number_of_instances: 683, precision: 0.9103, predictive_accuracy: 0.9107, prior_entropy: 3.8358, relative_absolute_error: 0.0996, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.3573, unweighted_recall: 0.9176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.8818, kappa: 0.8715, kb_relative_information_score: 0.8971, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8829, number_of_instances: 683, precision: 0.8837, predictive_accuracy: 0.8829, prior_entropy: 3.8358, relative_absolute_error: 0.1465, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0966, root_relative_squared_error: 0.441, unweighted_recall: 0.8755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, kappa: 0.7944, kb_relative_information_score: 0.8438, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8126, number_of_instances: 683, predictive_accuracy: 0.8126, prior_entropy: 3.8358, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1167, root_relative_squared_error: 0.5326, unweighted_recall: 0.7903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.8982, kappa: 0.8908, kb_relative_information_score: 0.9088, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9004, number_of_instances: 683, precision: 0.8972, predictive_accuracy: 0.9004, prior_entropy: 3.8358, relative_absolute_error: 0.1393, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.4093, unweighted_recall: 0.8951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.8674, kappa: 0.8587, kb_relative_information_score: 0.8954, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8712, number_of_instances: 683, precision: 0.8726, predictive_accuracy: 0.8712, prior_entropy: 3.8358, relative_absolute_error: 0.1679, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.4461, unweighted_recall: 0.8619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.8934, kappa: 0.8843, kb_relative_information_score: 0.9169, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8946, number_of_instances: 683, precision: 0.8946, predictive_accuracy: 0.8946, prior_entropy: 3.8358, relative_absolute_error: 0.1176, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.4214, unweighted_recall: 0.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8931, kappa: 0.8844, kb_relative_information_score: 0.9111, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8946, number_of_instances: 683, precision: 0.8952, predictive_accuracy: 0.8946, prior_entropy: 3.8358, relative_absolute_error: 0.1397, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.4196, unweighted_recall: 0.9038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, kappa: 0.712, kb_relative_information_score: 0.7905, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7365, number_of_instances: 683, predictive_accuracy: 0.7365, prior_entropy: 3.8358, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.6128, unweighted_recall: 0.6817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.8886, kappa: 0.8779, kb_relative_information_score: 0.9033, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8887, number_of_instances: 683, precision: 0.8938, predictive_accuracy: 0.8887, prior_entropy: 3.8358, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.4281, unweighted_recall: 0.8881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, kappa: 0.7858, kb_relative_information_score: 0.8525, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8038, number_of_instances: 683, predictive_accuracy: 0.8038, prior_entropy: 3.8358, relative_absolute_error: 0.2553, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.5235, unweighted_recall: 0.7951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.8822, kappa: 0.8745, kb_relative_information_score: 0.8835, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8858, number_of_instances: 683, precision: 0.8905, predictive_accuracy: 0.8858, prior_entropy: 3.8358, relative_absolute_error: 0.1787, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0967, root_relative_squared_error: 0.4415, unweighted_recall: 0.8624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.8591, kappa: 0.846, kb_relative_information_score: 0.8931, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8594, number_of_instances: 683, precision: 0.8623, predictive_accuracy: 0.8594, prior_entropy: 3.8358, relative_absolute_error: 0.1728, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.4541, unweighted_recall: 0.8959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.8945, kappa: 0.886, kb_relative_information_score: 0.9065, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0961, weighted_recall: 0.896, number_of_instances: 683, precision: 0.9032, predictive_accuracy: 0.896, prior_entropy: 3.8358, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.4207, unweighted_recall: 0.8821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.901, kappa: 0.8925, kb_relative_information_score: 0.9198, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9019, number_of_instances: 683, precision: 0.9028, predictive_accuracy: 0.9019, prior_entropy: 3.8358, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0885, root_relative_squared_error: 0.4038, unweighted_recall: 0.9247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.892, kappa: 0.8843, kb_relative_information_score: 0.9194, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8946, number_of_instances: 683, precision: 0.8921, predictive_accuracy: 0.8946, prior_entropy: 3.8358, relative_absolute_error: 0.1285, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.4073, unweighted_recall: 0.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.836, kappa: 0.8174, kb_relative_information_score: 0.8791, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8331, number_of_instances: 683, precision: 0.8479, predictive_accuracy: 0.8331, prior_entropy: 3.8358, relative_absolute_error: 0.1981, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1035, root_relative_squared_error: 0.4722, unweighted_recall: 0.8528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, kappa: 0.7261, kb_relative_information_score: 0.809, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7496, number_of_instances: 683, predictive_accuracy: 0.7496, prior_entropy: 3.8358, relative_absolute_error: 0.3352, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.5895, unweighted_recall: 0.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.89, kappa: 0.8829, kb_relative_information_score: 0.9071, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8931, number_of_instances: 683, precision: 0.9, predictive_accuracy: 0.8931, prior_entropy: 3.8358, relative_absolute_error: 0.1528, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.4208, unweighted_recall: 0.8881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, kappa: 0.7738, kb_relative_information_score: 0.8347, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7936, number_of_instances: 683, predictive_accuracy: 0.7936, prior_entropy: 3.8358, relative_absolute_error: 0.2839, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1193, root_relative_squared_error: 0.5444, unweighted_recall: 0.7189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, kappa: 0.7206, kb_relative_information_score: 0.8165, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7452, number_of_instances: 683, predictive_accuracy: 0.7452, prior_entropy: 3.8358, relative_absolute_error: 0.3222, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.128, root_relative_squared_error: 0.5843, unweighted_recall: 0.6282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.8894, kappa: 0.8812, kb_relative_information_score: 0.9102, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8917, number_of_instances: 683, precision: 0.8895, predictive_accuracy: 0.8917, prior_entropy: 3.8358, relative_absolute_error: 0.1436, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.4082, unweighted_recall: 0.8867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9088, kappa: 0.9005, kb_relative_information_score: 0.9308, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9092, number_of_instances: 683, precision: 0.9095, predictive_accuracy: 0.9092, prior_entropy: 3.8358, relative_absolute_error: 0.0966, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.3978, unweighted_recall: 0.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9005, kappa: 0.8938, kb_relative_information_score: 0.9258, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9034, number_of_instances: 683, precision: 0.9053, predictive_accuracy: 0.9034, prior_entropy: 3.8358, relative_absolute_error: 0.1147, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.3804, unweighted_recall: 0.9102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9064, kappa: 0.8973, kb_relative_information_score: 0.9245, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9063, number_of_instances: 683, precision: 0.9076, predictive_accuracy: 0.9063, prior_entropy: 3.8358, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.3949, unweighted_recall: 0.9219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, kappa: 0.7991, kb_relative_information_score: 0.8355, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.0961, weighted_recall: 0.817, number_of_instances: 683, predictive_accuracy: 0.817, prior_entropy: 3.8358, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1176, root_relative_squared_error: 0.5367, unweighted_recall: 0.7681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, kappa: 0.8003, kb_relative_information_score: 0.8572, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.0961, weighted_recall: 0.817, number_of_instances: 683, predictive_accuracy: 0.817, prior_entropy: 3.8358, relative_absolute_error: 0.2513, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.5165, unweighted_recall: 0.7937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, kappa: 0.6501, kb_relative_information_score: 0.7441, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.0961, weighted_recall: 0.6808, number_of_instances: 683, predictive_accuracy: 0.6808, prior_entropy: 3.8358, relative_absolute_error: 0.44, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1458, root_relative_squared_error: 0.6652, unweighted_recall: 0.5792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.8505, kappa: 0.8393, kb_relative_information_score: 0.8718, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8536, number_of_instances: 683, precision: 0.8566, predictive_accuracy: 0.8536, prior_entropy: 3.8358, relative_absolute_error: 0.1992, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.4807, unweighted_recall: 0.8371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, kappa: 0.8152, kb_relative_information_score: 0.8556, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8316, number_of_instances: 683, predictive_accuracy: 0.8316, prior_entropy: 3.8358, relative_absolute_error: 0.2385, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.5008, unweighted_recall: 0.7634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, kappa: 0.8332, kb_relative_information_score: 0.8751, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8477, number_of_instances: 683, predictive_accuracy: 0.8477, prior_entropy: 3.8358, relative_absolute_error: 0.2076, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1038, root_relative_squared_error: 0.4739, unweighted_recall: 0.8281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, kappa: 0.7362, kb_relative_information_score: 0.796, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7599, number_of_instances: 683, predictive_accuracy: 0.7599, prior_entropy: 3.8358, relative_absolute_error: 0.3273, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1305, root_relative_squared_error: 0.5957, unweighted_recall: 0.6861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, kappa: 0.8633, kb_relative_information_score: 0.8903, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8755, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8358, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.4512, unweighted_recall: 0.8517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, kappa: 0.7799, kb_relative_information_score: 0.838, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7994, number_of_instances: 683, predictive_accuracy: 0.7994, prior_entropy: 3.8358, relative_absolute_error: 0.2736, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1192, root_relative_squared_error: 0.544, unweighted_recall: 0.7577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9018, kappa: 0.894, kb_relative_information_score: 0.925, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9034, number_of_instances: 683, precision: 0.9026, predictive_accuracy: 0.9034, prior_entropy: 3.8358, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.3875, unweighted_recall: 0.9062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, kappa: 0.7363, kb_relative_information_score: 0.8052, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7599, number_of_instances: 683, predictive_accuracy: 0.7599, prior_entropy: 3.8358, relative_absolute_error: 0.319, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1264, root_relative_squared_error: 0.577, unweighted_recall: 0.6737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.8143, kappa: 0.8014, kb_relative_information_score: 0.8557, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8184, number_of_instances: 683, precision: 0.8388, predictive_accuracy: 0.8184, prior_entropy: 3.8358, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.5042, unweighted_recall: 0.7864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.902, kappa: 0.8924, kb_relative_information_score: 0.9217, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9019, number_of_instances: 683, precision: 0.906, predictive_accuracy: 0.9019, prior_entropy: 3.8358, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.3898, unweighted_recall: 0.9067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8872, kappa: 0.8764, kb_relative_information_score: 0.9135, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8873, number_of_instances: 683, precision: 0.8892, predictive_accuracy: 0.8873, prior_entropy: 3.8358, relative_absolute_error: 0.1459, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0884, root_relative_squared_error: 0.4034, unweighted_recall: 0.9117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.8971, kappa: 0.8907, kb_relative_information_score: 0.9129, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9004, number_of_instances: 683, precision: 0.9082, predictive_accuracy: 0.9004, prior_entropy: 3.8358, relative_absolute_error: 0.1439, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.4001, unweighted_recall: 0.8902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, kappa: 0.8347, kb_relative_information_score: 0.8732, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8492, number_of_instances: 683, predictive_accuracy: 0.8492, prior_entropy: 3.8358, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1055, root_relative_squared_error: 0.4813, unweighted_recall: 0.8262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9003, kappa: 0.8924, kb_relative_information_score: 0.9253, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9019, number_of_instances: 683, precision: 0.9014, predictive_accuracy: 0.9019, prior_entropy: 3.8358, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.3898, unweighted_recall: 0.8996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, kappa: 0.8118, kb_relative_information_score: 0.8539, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8287, number_of_instances: 683, predictive_accuracy: 0.8287, prior_entropy: 3.8358, relative_absolute_error: 0.2315, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1094, root_relative_squared_error: 0.4992, unweighted_recall: 0.7864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, kappa: 0.7701, kb_relative_information_score: 0.8252, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7906, number_of_instances: 683, predictive_accuracy: 0.7906, prior_entropy: 3.8358, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.118, root_relative_squared_error: 0.5386, unweighted_recall: 0.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, kappa: 0.7449, kb_relative_information_score: 0.8194, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7672, number_of_instances: 683, predictive_accuracy: 0.7672, prior_entropy: 3.8358, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.5721, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, kappa: 0.7401, kb_relative_information_score: 0.8081, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.0961, weighted_recall: 0.7628, number_of_instances: 683, predictive_accuracy: 0.7628, prior_entropy: 3.8358, relative_absolute_error: 0.3249, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.5854, unweighted_recall: 0.6893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, kappa: 0.6635, kb_relative_information_score: 0.7534, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.0961, weighted_recall: 0.694, number_of_instances: 683, predictive_accuracy: 0.694, prior_entropy: 3.8358, relative_absolute_error: 0.4097, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.142, root_relative_squared_error: 0.648, unweighted_recall: 0.5741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9033, kappa: 0.8956, kb_relative_information_score: 0.92, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0961, weighted_recall: 0.9048, number_of_instances: 683, precision: 0.9052, predictive_accuracy: 0.9048, prior_entropy: 3.8358, relative_absolute_error: 0.1144, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.4094, unweighted_recall: 0.9172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, kappa: 0.8417, kb_relative_information_score: 0.8697, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8551, number_of_instances: 683, predictive_accuracy: 0.8551, prior_entropy: 3.8358, relative_absolute_error: 0.2203, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.4851, unweighted_recall: 0.8536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, kappa: 0.7887, kb_relative_information_score: 0.8449, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8067, number_of_instances: 683, predictive_accuracy: 0.8067, prior_entropy: 3.8358, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1171, root_relative_squared_error: 0.5344, unweighted_recall: 0.7966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, kappa: 0.8249, kb_relative_information_score: 0.8632, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8404, number_of_instances: 683, predictive_accuracy: 0.8404, prior_entropy: 3.8358, relative_absolute_error: 0.226, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.4919, unweighted_recall: 0.8106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, kappa: 0.8828, kb_relative_information_score: 0.9004, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8931, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8358, relative_absolute_error: 0.1525, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.091, root_relative_squared_error: 0.4151, unweighted_recall: 0.8778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, kappa: 0.7962, kb_relative_information_score: 0.8446, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.0961, weighted_recall: 0.8141, number_of_instances: 683, predictive_accuracy: 0.8141, prior_entropy: 3.8358, relative_absolute_error: 0.2549, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.5239, unweighted_recall: 0.7635,

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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