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: 0.9972, f_measure: 0.9404, kappa: 0.9344, kb_relative_information_score: 0.9222, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9409, predictive_accuracy: 0.9404, prior_entropy: 3.4594, recall: 0.9404, relative_absolute_error: 0.1252, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9404, kappa: 0.9344, kb_relative_information_score: 0.9222, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9409, predictive_accuracy: 0.9404, prior_entropy: 3.4594, recall: 0.9404, relative_absolute_error: 0.1252, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9141, kappa: 0.9056, kb_relative_information_score: 0.8864, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.915, predictive_accuracy: 0.9141, prior_entropy: 3.4594, recall: 0.9141, relative_absolute_error: 0.204, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.3836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9141, kappa: 0.9056, kb_relative_information_score: 0.8864, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.915, predictive_accuracy: 0.9141, prior_entropy: 3.4594, recall: 0.9141, relative_absolute_error: 0.204, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.3836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9156, kappa: 0.9078, kb_relative_information_score: 0.9018, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9166, predictive_accuracy: 0.9162, prior_entropy: 3.4594, recall: 0.9162, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.3661,
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: 0.9964, f_measure: 0.9156, kappa: 0.9078, kb_relative_information_score: 0.9018, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9166, predictive_accuracy: 0.9162, prior_entropy: 3.4594, recall: 0.9162, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.3661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9504, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9524, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9504, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9524, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.9558, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9559, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0587, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.2813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.9558, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9559, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0587, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.2813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9313, kappa: 0.9244, kb_relative_information_score: 0.924, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9316, predictive_accuracy: 0.9313, prior_entropy: 3.4594, recall: 0.9313, relative_absolute_error: 0.1138, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9313, kappa: 0.9244, kb_relative_information_score: 0.924, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9316, predictive_accuracy: 0.9313, prior_entropy: 3.4594, recall: 0.9313, relative_absolute_error: 0.1138, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9526, mean_absolute_error: 0.0107, 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: 0.0647, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9526, mean_absolute_error: 0.0107, 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: 0.0647, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9514, kappa: 0.9467, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0629, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.084, root_relative_squared_error: 0.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9514, kappa: 0.9467, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0629, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.084, root_relative_squared_error: 0.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9205, kappa: 0.9122, kb_relative_information_score: 0.8947, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9222, predictive_accuracy: 0.9202, prior_entropy: 3.4594, recall: 0.9202, relative_absolute_error: 0.184, 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: 0.996, f_measure: 0.9205, kappa: 0.9122, kb_relative_information_score: 0.8947, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9222, predictive_accuracy: 0.9202, prior_entropy: 3.4594, recall: 0.9202, relative_absolute_error: 0.184, 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: 0.997, f_measure: 0.9352, kappa: 0.9289, kb_relative_information_score: 0.9251, mean_absolute_error: 0.0181, 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: 0.1095, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.095, root_relative_squared_error: 0.3303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9352, kappa: 0.9289, kb_relative_information_score: 0.9251, mean_absolute_error: 0.0181, 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: 0.1095, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.095, root_relative_squared_error: 0.3303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.8061, kappa: 0.7878, kb_relative_information_score: 0.7006, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8127, predictive_accuracy: 0.8071, prior_entropy: 3.4594, recall: 0.8071, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.6189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.8061, kappa: 0.7878, kb_relative_information_score: 0.7006, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8127, predictive_accuracy: 0.8071, prior_entropy: 3.4594, recall: 0.8071, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.6189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.8667, kappa: 0.8533, kb_relative_information_score: 0.786, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8686, predictive_accuracy: 0.8667, prior_entropy: 3.4594, recall: 0.8667, relative_absolute_error: 0.3771, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1501, root_relative_squared_error: 0.5221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.8667, kappa: 0.8533, kb_relative_information_score: 0.786, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8686, predictive_accuracy: 0.8667, prior_entropy: 3.4594, recall: 0.8667, relative_absolute_error: 0.3771, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1501, root_relative_squared_error: 0.5221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.7378, kappa: 0.7167, kb_relative_information_score: 0.6406, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7447, predictive_accuracy: 0.7424, prior_entropy: 3.4594, recall: 0.7424, relative_absolute_error: 0.5853, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.6891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9056, kappa: 0.8956, kb_relative_information_score: 0.8626, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9087, predictive_accuracy: 0.9051, prior_entropy: 3.4594, recall: 0.9051, relative_absolute_error: 0.247, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1214, root_relative_squared_error: 0.4222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.7378, kappa: 0.7167, kb_relative_information_score: 0.6406, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7447, predictive_accuracy: 0.7424, prior_entropy: 3.4594, recall: 0.7424, relative_absolute_error: 0.5853, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.6891,
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: 0.9857, 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: 0.9857, 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: 0.5, 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: 0.9971, 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: 0.9971, 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: 0.9979, 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: 0.9979, 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: 0.9987, 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: 0.9987, 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: 0.9985, 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: 0.5913, 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: 0.5913, 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: 0.9988, 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: 0.9988, 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: 0.9982, 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: 0.6188, 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: 0.9963, 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: 0.9963, 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: 0.9985, 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: 0.9985, 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: 0.9647, f_measure: 0.7085, kappa: 0.6811, kb_relative_information_score: 0.7493, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7109, predictive_accuracy: 0.7101, prior_entropy: 3.4594, recall: 0.7101, relative_absolute_error: 0.3373, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.6802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.7085, kappa: 0.6811, kb_relative_information_score: 0.7493, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7109, predictive_accuracy: 0.7101, prior_entropy: 3.4594, recall: 0.7101, relative_absolute_error: 0.3373, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.6802,
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: 0.9987, f_measure: 0.9514, kappa: 0.9467, kb_relative_information_score: 0.9555, mean_absolute_error: 0.0099, 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: 0.0597, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.082, root_relative_squared_error: 0.2851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9514, kappa: 0.9467, kb_relative_information_score: 0.9555, mean_absolute_error: 0.0099, 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: 0.0597, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.082, root_relative_squared_error: 0.2851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9058, kappa: 0.8967, kb_relative_information_score: 0.8278, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.907, predictive_accuracy: 0.9061, prior_entropy: 3.4594, recall: 0.9061, relative_absolute_error: 0.3115, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.4456,
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: 0.9945, f_measure: 0.9058, kappa: 0.8967, kb_relative_information_score: 0.8278, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.907, predictive_accuracy: 0.9061, prior_entropy: 3.4594, recall: 0.9061, relative_absolute_error: 0.3115, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.4456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9094, kappa: 0.9011, kb_relative_information_score: 0.9103, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9103, predictive_accuracy: 0.9101, prior_entropy: 3.4594, recall: 0.9101, relative_absolute_error: 0.1158, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.116, root_relative_squared_error: 0.4035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9094, kappa: 0.9011, kb_relative_information_score: 0.9103, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9103, predictive_accuracy: 0.9101, prior_entropy: 3.4594, recall: 0.9101, relative_absolute_error: 0.1158, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.116, root_relative_squared_error: 0.4035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9394, kappa: 0.9333, kb_relative_information_score: 0.944, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9401, predictive_accuracy: 0.9394, prior_entropy: 3.4594, recall: 0.9394, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.3195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9394, kappa: 0.9333, kb_relative_information_score: 0.944, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9401, predictive_accuracy: 0.9394, prior_entropy: 3.4594, recall: 0.9394, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.3195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.7496, kappa: 0.7278, kb_relative_information_score: 0.6415, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7576, predictive_accuracy: 0.7525, prior_entropy: 3.4594, recall: 0.7525, relative_absolute_error: 0.5761, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.6764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.7496, kappa: 0.7278, kb_relative_information_score: 0.6415, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7576, predictive_accuracy: 0.7525, prior_entropy: 3.4594, recall: 0.7525, relative_absolute_error: 0.5761, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.6764,
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: 0.9984, f_measure: 0.9576, kappa: 0.9533, kb_relative_information_score: 0.9575, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9583, predictive_accuracy: 0.9576, prior_entropy: 3.4594, recall: 0.9576, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.2789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9576, kappa: 0.9533, kb_relative_information_score: 0.9575, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9583, predictive_accuracy: 0.9576, prior_entropy: 3.4594, recall: 0.9576, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.2789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.6253, kappa: 0.5944, kb_relative_information_score: 0.4361, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.6359, predictive_accuracy: 0.6313, prior_entropy: 3.4594, recall: 0.6313, relative_absolute_error: 0.7815, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2355, root_relative_squared_error: 0.8192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.6253, kappa: 0.5944, kb_relative_information_score: 0.4361, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.6359, predictive_accuracy: 0.6313, prior_entropy: 3.4594, recall: 0.6313, relative_absolute_error: 0.7815, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2355, root_relative_squared_error: 0.8192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.922, kappa: 0.9144, kb_relative_information_score: 0.9257, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9225, predictive_accuracy: 0.9222, prior_entropy: 3.4594, recall: 0.9222, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1057, root_relative_squared_error: 0.3677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.922, kappa: 0.9144, kb_relative_information_score: 0.9257, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9225, predictive_accuracy: 0.9222, prior_entropy: 3.4594, recall: 0.9222, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1057, root_relative_squared_error: 0.3677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9546, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9509, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0599, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.2892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9546, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9509, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0599, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.2892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9333, kappa: 0.9267, kb_relative_information_score: 0.927, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9337, predictive_accuracy: 0.9333, prior_entropy: 3.4594, recall: 0.9333, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.3424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9333, kappa: 0.9267, kb_relative_information_score: 0.927, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9337, predictive_accuracy: 0.9333, prior_entropy: 3.4594, recall: 0.9333, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.3424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.819, kappa: 0.8022, kb_relative_information_score: 0.7213, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8237, predictive_accuracy: 0.8202, prior_entropy: 3.4594, recall: 0.8202, relative_absolute_error: 0.4704, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1716, root_relative_squared_error: 0.5968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.819, kappa: 0.8022, kb_relative_information_score: 0.7213, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8237, predictive_accuracy: 0.8202, prior_entropy: 3.4594, recall: 0.8202, relative_absolute_error: 0.4704, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1716, root_relative_squared_error: 0.5968,
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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: 0.998, f_measure: 0.9353, kappa: 0.9289, kb_relative_information_score: 0.9185, mean_absolute_error: 0.0227, 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: 0.1371, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.3292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9353, kappa: 0.9289, kb_relative_information_score: 0.9185, mean_absolute_error: 0.0227, 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: 0.1371, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.3292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.6318, kappa: 0.6078, kb_relative_information_score: 0.6228, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.636, predictive_accuracy: 0.6434, prior_entropy: 3.4594, recall: 0.6434, relative_absolute_error: 0.5795, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.7331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9362, kappa: 0.93, kb_relative_information_score: 0.9401, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9368, predictive_accuracy: 0.9364, prior_entropy: 3.4594, recall: 0.9364, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.09, root_relative_squared_error: 0.3132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9577, kappa: 0.9533, kb_relative_information_score: 0.9568, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9579, predictive_accuracy: 0.9576, prior_entropy: 3.4594, recall: 0.9576, relative_absolute_error: 0.057, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.2805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9362, kappa: 0.93, kb_relative_information_score: 0.9401, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9368, predictive_accuracy: 0.9364, prior_entropy: 3.4594, recall: 0.9364, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.09, root_relative_squared_error: 0.3132,
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: 0.9271, 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: 0.9973, 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: 0.9973, 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: 0.9976, 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: 0.9976, 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,

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