OpenML
Supervised Classification on vowel

Supervised Classification on vowel

Task 3022 Supervised Classification vowel 18971 runs submitted
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  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_98 study_99 under100k under1m
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18971 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9393, kappa: 0.9333, kb_relative_information_score: 0.9342, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9397, predictive_accuracy: 0.9394, prior_entropy: 3.4594, recall: 0.9394, relative_absolute_error: 0.1027, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.3136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9393, kappa: 0.9333, kb_relative_information_score: 0.9342, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9397, predictive_accuracy: 0.9394, prior_entropy: 3.4594, recall: 0.9394, relative_absolute_error: 0.1027, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.3136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9506, kappa: 0.9456, kb_relative_information_score: 0.9435, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.951, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.08, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.3047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9566, kappa: 0.9522, kb_relative_information_score: 0.9588, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9568, predictive_accuracy: 0.9566, prior_entropy: 3.4594, recall: 0.9566, relative_absolute_error: 0.0562, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0788, root_relative_squared_error: 0.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9295, kappa: 0.9222, kb_relative_information_score: 0.914, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9304, predictive_accuracy: 0.9293, prior_entropy: 3.4594, recall: 0.9293, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.3423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9555, kappa: 0.9511, kb_relative_information_score: 0.944, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9555, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0855, root_relative_squared_error: 0.2973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9549, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9521, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.2881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9596, kappa: 0.9556, kb_relative_information_score: 0.96, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9599, predictive_accuracy: 0.9596, prior_entropy: 3.4594, recall: 0.9596, relative_absolute_error: 0.0549, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0777, root_relative_squared_error: 0.2702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9596, kappa: 0.9556, kb_relative_information_score: 0.96, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9599, predictive_accuracy: 0.9596, prior_entropy: 3.4594, recall: 0.9596, relative_absolute_error: 0.0549, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0777, root_relative_squared_error: 0.2702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9506, kappa: 0.9456, kb_relative_information_score: 0.9435, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.951, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.08, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.3047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9555, kappa: 0.9511, kb_relative_information_score: 0.944, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9555, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0855, root_relative_squared_error: 0.2973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9353, kappa: 0.9289, kb_relative_information_score: 0.9286, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9357, predictive_accuracy: 0.9354, prior_entropy: 3.4594, recall: 0.9354, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.3272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9566, kappa: 0.9522, kb_relative_information_score: 0.9588, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9568, predictive_accuracy: 0.9566, prior_entropy: 3.4594, recall: 0.9566, relative_absolute_error: 0.0562, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0788, root_relative_squared_error: 0.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9295, kappa: 0.9222, kb_relative_information_score: 0.914, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9304, predictive_accuracy: 0.9293, prior_entropy: 3.4594, recall: 0.9293, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.3423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9515, kappa: 0.9467, kb_relative_information_score: 0.9518, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9517, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0618, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.2976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9353, kappa: 0.9289, kb_relative_information_score: 0.9286, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9357, predictive_accuracy: 0.9354, prior_entropy: 3.4594, recall: 0.9354, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.3272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.7442, kappa: 0.7222, kb_relative_information_score: 0.6259, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7526, predictive_accuracy: 0.7475, prior_entropy: 3.4594, recall: 0.7475, relative_absolute_error: 0.5944, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.6932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9291, kappa: 0.9222, kb_relative_information_score: 0.9054, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9296, predictive_accuracy: 0.9293, prior_entropy: 3.4594, recall: 0.9293, relative_absolute_error: 0.1638, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.3499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9364, kappa: 0.93, kb_relative_information_score: 0.9353, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9374, predictive_accuracy: 0.9364, prior_entropy: 3.4594, recall: 0.9364, relative_absolute_error: 0.0877, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.3256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9196, kappa: 0.9122, kb_relative_information_score: 0.9009, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9207, predictive_accuracy: 0.9202, prior_entropy: 3.4594, recall: 0.9202, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9196, kappa: 0.9122, kb_relative_information_score: 0.9009, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9207, predictive_accuracy: 0.9202, prior_entropy: 3.4594, recall: 0.9202, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9091, kappa: 0.9, kb_relative_information_score: 0.869, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9107, predictive_accuracy: 0.9091, prior_entropy: 3.4594, recall: 0.9091, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.4012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9434, kappa: 0.9378, kb_relative_information_score: 0.9407, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9436, predictive_accuracy: 0.9434, prior_entropy: 3.4594, recall: 0.9434, relative_absolute_error: 0.0774, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.3243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9291, kappa: 0.9222, kb_relative_information_score: 0.9054, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9296, predictive_accuracy: 0.9293, prior_entropy: 3.4594, recall: 0.9293, relative_absolute_error: 0.1638, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.3499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9364, kappa: 0.93, kb_relative_information_score: 0.9353, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9374, predictive_accuracy: 0.9364, prior_entropy: 3.4594, recall: 0.9364, relative_absolute_error: 0.0877, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.3256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.7037, kappa: 0.6778, kb_relative_information_score: 0.6906, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7064, predictive_accuracy: 0.7071, prior_entropy: 3.4594, recall: 0.7071, relative_absolute_error: 0.4701, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.191, root_relative_squared_error: 0.6643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.7037, kappa: 0.6778, kb_relative_information_score: 0.6906, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7064, predictive_accuracy: 0.7071, prior_entropy: 3.4594, recall: 0.7071, relative_absolute_error: 0.4701, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.191, root_relative_squared_error: 0.6643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.8817, kappa: 0.8711, kb_relative_information_score: 0.8639, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8839, predictive_accuracy: 0.8828, prior_entropy: 3.4594, recall: 0.8828, relative_absolute_error: 0.2114, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.4514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9091, kappa: 0.9, kb_relative_information_score: 0.869, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9107, predictive_accuracy: 0.9091, prior_entropy: 3.4594, recall: 0.9091, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.4012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9434, kappa: 0.9378, kb_relative_information_score: 0.9407, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9436, predictive_accuracy: 0.9434, prior_entropy: 3.4594, recall: 0.9434, relative_absolute_error: 0.0774, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.3243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.7442, kappa: 0.7222, kb_relative_information_score: 0.6259, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7526, predictive_accuracy: 0.7475, prior_entropy: 3.4594, recall: 0.7475, relative_absolute_error: 0.5944, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.6932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.8817, kappa: 0.8711, kb_relative_information_score: 0.8639, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8839, predictive_accuracy: 0.8828, prior_entropy: 3.4594, recall: 0.8828, relative_absolute_error: 0.2114, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.4514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.8658, kappa: 0.8533, kb_relative_information_score: 0.8529, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8673, predictive_accuracy: 0.8667, prior_entropy: 3.4594, recall: 0.8667, relative_absolute_error: 0.2319, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.4649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.7137, kappa: 0.6878, kb_relative_information_score: 0.7495, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7164, predictive_accuracy: 0.7162, prior_entropy: 3.4594, recall: 0.7162, relative_absolute_error: 0.3366, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.6806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9484, kappa: 0.9433, kb_relative_information_score: 0.9474, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9488, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0705, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.3083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9576, kappa: 0.9533, kb_relative_information_score: 0.9563, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.958, predictive_accuracy: 0.9576, prior_entropy: 3.4594, recall: 0.9576, relative_absolute_error: 0.0572, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9576, kappa: 0.9533, kb_relative_information_score: 0.9563, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.958, predictive_accuracy: 0.9576, prior_entropy: 3.4594, recall: 0.9576, relative_absolute_error: 0.0572, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9391, kappa: 0.9333, kb_relative_information_score: 0.9417, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9395, predictive_accuracy: 0.9394, prior_entropy: 3.4594, recall: 0.9394, relative_absolute_error: 0.0732, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.3316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9271, kappa: 0.92, kb_relative_information_score: 0.9276, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.928, predictive_accuracy: 0.9273, prior_entropy: 3.4594, recall: 0.9273, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1004, root_relative_squared_error: 0.3491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9178, kappa: 0.91, kb_relative_information_score: 0.9136, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9183, predictive_accuracy: 0.9182, prior_entropy: 3.4594, recall: 0.9182, relative_absolute_error: 0.111, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1077, root_relative_squared_error: 0.3745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9351, kappa: 0.9289, kb_relative_information_score: 0.9353, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9355, predictive_accuracy: 0.9354, prior_entropy: 3.4594, recall: 0.9354, relative_absolute_error: 0.0827, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.3398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9178, kappa: 0.91, kb_relative_information_score: 0.9136, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9183, predictive_accuracy: 0.9182, prior_entropy: 3.4594, recall: 0.9182, relative_absolute_error: 0.111, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1077, root_relative_squared_error: 0.3745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9351, kappa: 0.9289, kb_relative_information_score: 0.9353, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9355, predictive_accuracy: 0.9354, prior_entropy: 3.4594, recall: 0.9354, relative_absolute_error: 0.0827, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.3398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9271, kappa: 0.92, kb_relative_information_score: 0.9276, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.928, predictive_accuracy: 0.9273, prior_entropy: 3.4594, recall: 0.9273, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1004, root_relative_squared_error: 0.3491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9299, kappa: 0.9233, kb_relative_information_score: 0.9338, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9305, predictive_accuracy: 0.9303, prior_entropy: 3.4594, recall: 0.9303, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.099, root_relative_squared_error: 0.3442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.8498, kappa: 0.8367, kb_relative_information_score: 0.8021, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.851, predictive_accuracy: 0.8515, prior_entropy: 3.4594, recall: 0.8515, relative_absolute_error: 0.3411, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.5191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.8498, kappa: 0.8367, kb_relative_information_score: 0.8021, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.851, predictive_accuracy: 0.8515, prior_entropy: 3.4594, recall: 0.8515, relative_absolute_error: 0.3411, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.5191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9484, kappa: 0.9433, kb_relative_information_score: 0.9474, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9488, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0705, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.3083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9391, kappa: 0.9333, kb_relative_information_score: 0.9417, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9395, predictive_accuracy: 0.9394, prior_entropy: 3.4594, recall: 0.9394, relative_absolute_error: 0.0732, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.3316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9299, kappa: 0.9233, kb_relative_information_score: 0.9338, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9305, predictive_accuracy: 0.9303, prior_entropy: 3.4594, recall: 0.9303, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.099, root_relative_squared_error: 0.3442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.7137, kappa: 0.6878, kb_relative_information_score: 0.7495, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7164, predictive_accuracy: 0.7162, prior_entropy: 3.4594, recall: 0.7162, relative_absolute_error: 0.3366, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.6806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9311, kappa: 0.9244, kb_relative_information_score: 0.929, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9317, predictive_accuracy: 0.9313, prior_entropy: 3.4594, recall: 0.9313, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.102, root_relative_squared_error: 0.3546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6188, f_measure: 0.2838, kappa: 0.2156, kb_relative_information_score: 0.2585, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.2847, predictive_accuracy: 0.2869, prior_entropy: 3.4594, recall: 0.2869, relative_absolute_error: 0.7844, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3601, root_relative_squared_error: 1.2526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6188, f_measure: 0.2838, kappa: 0.2156, kb_relative_information_score: 0.2585, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.2847, predictive_accuracy: 0.2869, prior_entropy: 3.4594, recall: 0.2869, relative_absolute_error: 0.7844, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3601, root_relative_squared_error: 1.2526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9485, kappa: 0.9433, kb_relative_information_score: 0.9484, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.949, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0673, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.3049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9485, kappa: 0.9433, kb_relative_information_score: 0.9484, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.949, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0673, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.3049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5913, f_measure: 0.231, kappa: 0.1567, kb_relative_information_score: 0.2029, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.2332, predictive_accuracy: 0.2333, prior_entropy: 3.4594, recall: 0.2333, relative_absolute_error: 0.8433, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3734, root_relative_squared_error: 1.2987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.9554, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9562, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0601, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0819, root_relative_squared_error: 0.2847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9495, kappa: 0.9444, kb_relative_information_score: 0.9508, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9496, predictive_accuracy: 0.9495, prior_entropy: 3.4594, recall: 0.9495, relative_absolute_error: 0.0633, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.3035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9546, kappa: 0.95, kb_relative_information_score: 0.9546, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9551, predictive_accuracy: 0.9545, prior_entropy: 3.4594, recall: 0.9545, relative_absolute_error: 0.0604, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9395, kappa: 0.9333, kb_relative_information_score: 0.9339, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9398, predictive_accuracy: 0.9394, prior_entropy: 3.4594, recall: 0.9394, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8353, kappa: 0.82, kb_relative_information_score: 0.7365, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8393, predictive_accuracy: 0.8364, prior_entropy: 3.4594, recall: 0.8364, relative_absolute_error: 0.4502, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.5807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.918, kappa: 0.91, kb_relative_information_score: 0.8913, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9188, predictive_accuracy: 0.9182, prior_entropy: 3.4594, recall: 0.9182, relative_absolute_error: 0.193, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.918, kappa: 0.91, kb_relative_information_score: 0.8913, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9188, predictive_accuracy: 0.9182, prior_entropy: 3.4594, recall: 0.9182, relative_absolute_error: 0.193, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9311, kappa: 0.9244, kb_relative_information_score: 0.929, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9317, predictive_accuracy: 0.9313, prior_entropy: 3.4594, recall: 0.9313, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.102, root_relative_squared_error: 0.3546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9495, kappa: 0.9444, kb_relative_information_score: 0.9508, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9496, predictive_accuracy: 0.9495, prior_entropy: 3.4594, recall: 0.9495, relative_absolute_error: 0.0633, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.3035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5913, f_measure: 0.231, kappa: 0.1567, kb_relative_information_score: 0.2029, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.2332, predictive_accuracy: 0.2333, prior_entropy: 3.4594, recall: 0.2333, relative_absolute_error: 0.8433, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3734, root_relative_squared_error: 1.2987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9486, kappa: 0.9433, kb_relative_information_score: 0.9511, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9491, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.062, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0874, root_relative_squared_error: 0.3041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9486, kappa: 0.9433, kb_relative_information_score: 0.9511, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9491, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.062, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0874, root_relative_squared_error: 0.3041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9465, kappa: 0.9411, kb_relative_information_score: 0.9474, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9472, predictive_accuracy: 0.9465, prior_entropy: 3.4594, recall: 0.9465, relative_absolute_error: 0.0704, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.3069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8353, kappa: 0.82, kb_relative_information_score: 0.7365, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8393, predictive_accuracy: 0.8364, prior_entropy: 3.4594, recall: 0.8364, relative_absolute_error: 0.4502, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.5807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.9554, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9562, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0601, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0819, root_relative_squared_error: 0.2847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.8194, kappa: 0.8011, kb_relative_information_score: 0.7135, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8232, predictive_accuracy: 0.8192, prior_entropy: 3.4594, recall: 0.8192, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.5976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9383, kappa: 0.9322, kb_relative_information_score: 0.9386, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9388, predictive_accuracy: 0.9384, prior_entropy: 3.4594, recall: 0.9384, relative_absolute_error: 0.0805, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9392, kappa: 0.9333, kb_relative_information_score: 0.9409, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9396, predictive_accuracy: 0.9394, prior_entropy: 3.4594, recall: 0.9394, relative_absolute_error: 0.0737, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.3322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9392, kappa: 0.9333, kb_relative_information_score: 0.9409, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9396, predictive_accuracy: 0.9394, prior_entropy: 3.4594, recall: 0.9394, relative_absolute_error: 0.0737, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.3322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9444, kappa: 0.9389, kb_relative_information_score: 0.9319, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9448, predictive_accuracy: 0.9444, prior_entropy: 3.4594, recall: 0.9444, relative_absolute_error: 0.1128, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9486, kappa: 0.9433, kb_relative_information_score: 0.9459, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9491, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0754, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.3003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9486, kappa: 0.9433, kb_relative_information_score: 0.9459, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9491, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0754, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.3003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9383, kappa: 0.9322, kb_relative_information_score: 0.9386, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9388, predictive_accuracy: 0.9384, prior_entropy: 3.4594, recall: 0.9384, relative_absolute_error: 0.0805, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.8738, kappa: 0.8633, kb_relative_information_score: 0.8103, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8759, predictive_accuracy: 0.8758, prior_entropy: 3.4594, recall: 0.8758, relative_absolute_error: 0.3363, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9444, kappa: 0.9389, kb_relative_information_score: 0.9319, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9448, predictive_accuracy: 0.9444, prior_entropy: 3.4594, recall: 0.9444, relative_absolute_error: 0.1128, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.8194, kappa: 0.8011, kb_relative_information_score: 0.7135, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8232, predictive_accuracy: 0.8192, prior_entropy: 3.4594, recall: 0.8192, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.5976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.8738, kappa: 0.8633, kb_relative_information_score: 0.8103, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8759, predictive_accuracy: 0.8758, prior_entropy: 3.4594, recall: 0.8758, relative_absolute_error: 0.3363, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8755, kappa: 0.8633, kb_relative_information_score: 0.8036, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8774, predictive_accuracy: 0.8758, prior_entropy: 3.4594, recall: 0.8758, relative_absolute_error: 0.3494, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1437, root_relative_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9546, kappa: 0.95, kb_relative_information_score: 0.9559, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9552, predictive_accuracy: 0.9545, prior_entropy: 3.4594, recall: 0.9545, relative_absolute_error: 0.0579, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0815, root_relative_squared_error: 0.2834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9499, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9529, predictive_accuracy: 0.9525, prior_entropy: 3.4594, recall: 0.9525, relative_absolute_error: 0.0663, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0855, root_relative_squared_error: 0.2975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9499, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9529, predictive_accuracy: 0.9525, prior_entropy: 3.4594, recall: 0.9525, relative_absolute_error: 0.0663, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0855, root_relative_squared_error: 0.2975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.705, kappa: 0.6789, kb_relative_information_score: 0.7503, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7078, predictive_accuracy: 0.7081, prior_entropy: 3.4594, recall: 0.7081, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.193, root_relative_squared_error: 0.6715,

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

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs