OpenML
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 9978 Supervised Classification ozone-level-8hr 94952 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_73 study_98 study_99
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94952 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5031, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: 0.248, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3398, recall: 0.9373, relative_absolute_error: 0.529, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2505, root_relative_squared_error: 1.0299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7013, f_measure: 0.931, kappa: 0.4109, kb_relative_information_score: 0.1818, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9303, predictive_accuracy: 0.9317, prior_entropy: 0.3398, recall: 0.9317, relative_absolute_error: 0.5756, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2613, root_relative_squared_error: 1.0743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5325, f_measure: 0.9143, kappa: 0.1097, kb_relative_information_score: 0.2528, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9161, predictive_accuracy: 0.9376, prior_entropy: 0.3398, recall: 0.9376, relative_absolute_error: 0.5257, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2497, root_relative_squared_error: 1.0267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5125, f_measure: 0.9101, kappa: 0.0458, kb_relative_information_score: 0.2622, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9422, predictive_accuracy: 0.9384, prior_entropy: 0.3398, recall: 0.9384, relative_absolute_error: 0.519, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2481, root_relative_squared_error: 1.0202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5093, f_measure: 0.9069, kappa: 0.0317, kb_relative_information_score: 0.1913, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.892, predictive_accuracy: 0.9325, prior_entropy: 0.3398, recall: 0.9325, relative_absolute_error: 0.5689, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2598, root_relative_squared_error: 1.0681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5737, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: 0.3284, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.4725, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.9733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5173, f_measure: 0.8949, kappa: 0.0407, kb_relative_information_score: -0.1539, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8867, predictive_accuracy: 0.9037, prior_entropy: 0.3398, recall: 0.9037, relative_absolute_error: 0.8118, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3103, root_relative_squared_error: 1.2758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6145, f_measure: 0.9314, kappa: 0.326, kb_relative_information_score: 0.3284, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9321, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.4725, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.9733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5063, f_measure: 0.9082, kappa: 0.0232, kb_relative_information_score: 0.2528, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9415, predictive_accuracy: 0.9376, prior_entropy: 0.3398, recall: 0.9376, relative_absolute_error: 0.5257, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2497, root_relative_squared_error: 1.0267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5997, f_measure: 0.9256, kappa: 0.2758, kb_relative_information_score: 0.2575, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9221, predictive_accuracy: 0.938, prior_entropy: 0.3398, recall: 0.938, relative_absolute_error: 0.5224, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2489, root_relative_squared_error: 1.0234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5966, f_measure: 0.9249, kappa: 0.2682, kb_relative_information_score: 0.2528, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9212, predictive_accuracy: 0.9376, prior_entropy: 0.3398, recall: 0.9376, relative_absolute_error: 0.5257, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2497, root_relative_squared_error: 1.0267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6414, f_measure: 0.9354, kappa: 0.3789, kb_relative_information_score: 0.3426, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9345, predictive_accuracy: 0.9451, prior_entropy: 0.3398, recall: 0.9451, relative_absolute_error: 0.4625, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5031, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: 0.248, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3398, recall: 0.9373, relative_absolute_error: 0.529, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2505, root_relative_squared_error: 1.0299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5054, f_measure: 0.9074, kappa: 0.0196, kb_relative_information_score: 0.2339, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8994, predictive_accuracy: 0.9361, prior_entropy: 0.3398, recall: 0.9361, relative_absolute_error: 0.539, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2528, root_relative_squared_error: 1.0396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5159, f_measure: 0.904, kappa: 0.0467, kb_relative_information_score: 0.0778, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8894, predictive_accuracy: 0.923, prior_entropy: 0.3398, recall: 0.923, relative_absolute_error: 0.6488, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2774, root_relative_squared_error: 1.1406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5063, f_measure: 0.9082, kappa: 0.0232, kb_relative_information_score: 0.2528, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9415, predictive_accuracy: 0.9376, prior_entropy: 0.3398, recall: 0.9376, relative_absolute_error: 0.5257, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2497, root_relative_squared_error: 1.0267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5156, f_measure: 0.9111, kappa: 0.057, kb_relative_information_score: 0.267, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9426, predictive_accuracy: 0.9388, prior_entropy: 0.3398, recall: 0.9388, relative_absolute_error: 0.5157, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2473, root_relative_squared_error: 1.0169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5063, f_measure: 0.9082, kappa: 0.0232, kb_relative_information_score: 0.2528, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9415, predictive_accuracy: 0.9376, prior_entropy: 0.3398, recall: 0.9376, relative_absolute_error: 0.5257, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2497, root_relative_squared_error: 1.0267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6893, f_measure: 0.9185, kappa: 0.3445, kb_relative_information_score: -0.0215, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9229, predictive_accuracy: 0.9148, prior_entropy: 0.3398, recall: 0.9148, relative_absolute_error: 0.7187, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.292, root_relative_squared_error: 1.2004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5966, f_measure: 0.9285, kappa: 0.2869, kb_relative_information_score: 0.319, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9307, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.4791, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2384, root_relative_squared_error: 0.9801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5027, f_measure: 0.9047, kappa: 0.0091, kb_relative_information_score: 0.1724, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8846, predictive_accuracy: 0.9309, prior_entropy: 0.3398, recall: 0.9309, relative_absolute_error: 0.5823, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2628, root_relative_squared_error: 1.0805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4646, f_measure: 0.872, kappa: -0.0692, kb_relative_information_score: -0.5512, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8735, predictive_accuracy: 0.8706, prior_entropy: 0.3398, recall: 0.8706, relative_absolute_error: 1.0913, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3598, root_relative_squared_error: 1.4792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6306, f_measure: 0.9353, kappa: 0.3671, kb_relative_information_score: 0.3615, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.937, predictive_accuracy: 0.9467, prior_entropy: 0.3398, recall: 0.9467, relative_absolute_error: 0.4492, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5369, f_measure: 0.9166, kappa: 0.1277, kb_relative_information_score: 0.2859, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.5024, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2441, root_relative_squared_error: 1.0037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5862, f_measure: 0.925, kappa: 0.2538, kb_relative_information_score: 0.2812, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9241, predictive_accuracy: 0.94, prior_entropy: 0.3398, recall: 0.94, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2449, root_relative_squared_error: 1.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6493, f_measure: 0.9311, kappa: 0.3631, kb_relative_information_score: 0.2575, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9274, predictive_accuracy: 0.938, prior_entropy: 0.3398, recall: 0.938, relative_absolute_error: 0.5224, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2489, root_relative_squared_error: 1.0234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6589, f_measure: 0.9332, kappa: 0.3837, kb_relative_information_score: 0.2764, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9298, predictive_accuracy: 0.9396, prior_entropy: 0.3398, recall: 0.9396, relative_absolute_error: 0.5091, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2457, root_relative_squared_error: 1.0103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6611, f_measure: 0.9325, kappa: 0.3825, kb_relative_information_score: 0.2622, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.9384, prior_entropy: 0.3398, recall: 0.9384, relative_absolute_error: 0.519, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2481, root_relative_squared_error: 1.0202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4648, f_measure: 0.8722, kappa: -0.0689, kb_relative_information_score: -0.5465, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8735, predictive_accuracy: 0.871, prior_entropy: 0.3398, recall: 0.871, relative_absolute_error: 1.088, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3592, root_relative_squared_error: 1.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6803, f_measure: 0.9325, kappa: 0.4002, kb_relative_information_score: 0.2339, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9298, predictive_accuracy: 0.9361, prior_entropy: 0.3398, recall: 0.9361, relative_absolute_error: 0.539, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2528, root_relative_squared_error: 1.0396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6449, f_measure: 0.9327, kappa: 0.3668, kb_relative_information_score: 0.2906, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9295, predictive_accuracy: 0.9408, prior_entropy: 0.3398, recall: 0.9408, relative_absolute_error: 0.4991, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2433, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6584, f_measure: 0.9326, kappa: 0.38, kb_relative_information_score: 0.267, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.9388, prior_entropy: 0.3398, recall: 0.9388, relative_absolute_error: 0.5157, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2473, root_relative_squared_error: 1.0169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5939, f_measure: 0.9284, kappa: 0.2826, kb_relative_information_score: 0.3237, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.4758, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2376, root_relative_squared_error: 0.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6691, f_measure: 0.921, kappa: 0.3354, kb_relative_information_score: 0.0494, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9214, predictive_accuracy: 0.9207, prior_entropy: 0.3398, recall: 0.9207, relative_absolute_error: 0.6688, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2816, root_relative_squared_error: 1.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5373, f_measure: 0.9171, kappa: 0.1305, kb_relative_information_score: 0.2953, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9401, predictive_accuracy: 0.9412, prior_entropy: 0.3398, recall: 0.9412, relative_absolute_error: 0.4957, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2425, root_relative_squared_error: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5712, f_measure: 0.9222, kappa: 0.2171, kb_relative_information_score: 0.2717, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9218, predictive_accuracy: 0.9392, prior_entropy: 0.3398, recall: 0.9392, relative_absolute_error: 0.5124, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2465, root_relative_squared_error: 1.0136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7077, f_measure: 0.9284, kappa: 0.4036, kb_relative_information_score: 0.1298, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9295, predictive_accuracy: 0.9274, prior_entropy: 0.3398, recall: 0.9274, relative_absolute_error: 0.6122, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2695, root_relative_squared_error: 1.1079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.9201, kappa: 0.3566, kb_relative_information_score: -0.0026, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9243, predictive_accuracy: 0.9163, prior_entropy: 0.3398, recall: 0.9163, relative_absolute_error: 0.7054, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2892, root_relative_squared_error: 1.1892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.518, f_measure: 0.8874, kappa: 0.0369, kb_relative_information_score: -0.3337, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8861, predictive_accuracy: 0.8887, prior_entropy: 0.3398, recall: 0.8887, relative_absolute_error: 0.9383, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3336, root_relative_squared_error: 1.3716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5591, f_measure: 0.9197, kappa: 0.1852, kb_relative_information_score: 0.2622, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9194, predictive_accuracy: 0.9384, prior_entropy: 0.3398, recall: 0.9384, relative_absolute_error: 0.519, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2481, root_relative_squared_error: 1.0202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6971, f_measure: 0.9252, kappa: 0.3797, kb_relative_information_score: 0.0873, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9267, predictive_accuracy: 0.9238, prior_entropy: 0.3398, recall: 0.9238, relative_absolute_error: 0.6421, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.276, root_relative_squared_error: 1.1347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5404, f_measure: 0.918, kappa: 0.1407, kb_relative_information_score: 0.3001, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9408, predictive_accuracy: 0.9416, prior_entropy: 0.3398, recall: 0.9416, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.9936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6528, f_measure: 0.9323, kappa: 0.373, kb_relative_information_score: 0.2717, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.9392, prior_entropy: 0.3398, recall: 0.9392, relative_absolute_error: 0.5124, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2465, root_relative_squared_error: 1.0136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6103, f_measure: 0.9017, kappa: 0.2034, kb_relative_information_score: -0.2249, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9059, predictive_accuracy: 0.8978, prior_entropy: 0.3398, recall: 0.8978, relative_absolute_error: 0.8617, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3197, root_relative_squared_error: 1.3145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.9241, kappa: 0.3739, kb_relative_information_score: 0.0683, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9223, prior_entropy: 0.3398, recall: 0.9223, relative_absolute_error: 0.6554, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2788, root_relative_squared_error: 1.1464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6236, f_measure: 0.898, kappa: 0.2098, kb_relative_information_score: -0.3195, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9073, predictive_accuracy: 0.8899, prior_entropy: 0.3398, recall: 0.8899, relative_absolute_error: 0.9283, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3318, root_relative_squared_error: 1.3643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5523, f_measure: 0.9205, kappa: 0.1758, kb_relative_information_score: 0.3048, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9347, predictive_accuracy: 0.942, prior_entropy: 0.3398, recall: 0.942, relative_absolute_error: 0.4891, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.9903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5219, f_measure: 0.8772, kappa: 0.0379, kb_relative_information_score: -0.5748, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8863, predictive_accuracy: 0.8686, prior_entropy: 0.3398, recall: 0.8686, relative_absolute_error: 1.1079, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3625, root_relative_squared_error: 1.4905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5029, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6973, f_measure: 0.9255, kappa: 0.3812, kb_relative_information_score: 0.092, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9269, predictive_accuracy: 0.9242, prior_entropy: 0.3398, recall: 0.9242, relative_absolute_error: 0.6388, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2753, root_relative_squared_error: 1.1318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6303, f_measure: 0.9311, kappa: 0.3425, kb_relative_information_score: 0.2906, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9282, predictive_accuracy: 0.9408, prior_entropy: 0.3398, recall: 0.9408, relative_absolute_error: 0.4991, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2433, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5145, f_measure: 0.8892, kappa: 0.0311, kb_relative_information_score: -0.2816, mean_absolute_error: 0.1069, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8854, predictive_accuracy: 0.8931, prior_entropy: 0.3398, recall: 0.8931, relative_absolute_error: 0.9017, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.327, root_relative_squared_error: 1.3446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5029, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, f_measure: 0.9326, kappa: 0.3722, kb_relative_information_score: 0.2812, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.94, prior_entropy: 0.3398, recall: 0.94, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2449, root_relative_squared_error: 1.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.9308, kappa: 0.3438, kb_relative_information_score: 0.2913, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9276, predictive_accuracy: 0.94, prior_entropy: 0.3398, recall: 0.94, relative_absolute_error: 0.5003, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.9341, kappa: 0.3588, kb_relative_information_score: 0.3224, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9342, predictive_accuracy: 0.9451, prior_entropy: 0.3398, recall: 0.9451, relative_absolute_error: 0.475, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.9212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9348, kappa: 0.3719, kb_relative_information_score: 0.3222, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9338, predictive_accuracy: 0.9448, prior_entropy: 0.3398, recall: 0.9448, relative_absolute_error: 0.478, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.222, root_relative_squared_error: 0.9129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.9354, kappa: 0.376, kb_relative_information_score: 0.3062, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.935, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.4848, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.9195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8885, f_measure: 0.9267, kappa: 0.3403, kb_relative_information_score: 0.059, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9231, predictive_accuracy: 0.9317, prior_entropy: 0.3398, recall: 0.9317, relative_absolute_error: 0.6211, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2435, root_relative_squared_error: 1.0013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.8651, kappa: 0.0001, kb_relative_information_score: -0.8018, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8817, predictive_accuracy: 0.8496, prior_entropy: 0.3398, recall: 0.8496, relative_absolute_error: 1.2676, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3878, root_relative_squared_error: 1.5943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6828, f_measure: 0.9131, kappa: 0.1984, kb_relative_information_score: 0.0341, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9066, predictive_accuracy: 0.9215, prior_entropy: 0.3398, recall: 0.9215, relative_absolute_error: 0.6604, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2704, root_relative_squared_error: 1.1119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.931, kappa: 0.3292, kb_relative_information_score: 0.2283, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5304, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.8931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.9307, kappa: 0.3308, kb_relative_information_score: 0.2013, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9286, predictive_accuracy: 0.9416, prior_entropy: 0.3398, recall: 0.9416, relative_absolute_error: 0.5368, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.227, root_relative_squared_error: 0.9334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9323, kappa: 0.3562, kb_relative_information_score: 0.118, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.9416, prior_entropy: 0.3398, recall: 0.9416, relative_absolute_error: 0.5886, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.9037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.9311, kappa: 0.3203, kb_relative_information_score: 0.1973, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9321, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.5619, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.8733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -0.3006, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3398, recall: 0.9373, relative_absolute_error: 0.8427, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, f_measure: 0.9334, kappa: 0.345, kb_relative_information_score: 0.2199, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.935, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.5437, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.8597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.9247, kappa: 0.2595, kb_relative_information_score: -0.1556, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9218, predictive_accuracy: 0.9384, prior_entropy: 0.3398, recall: 0.9384, relative_absolute_error: 0.7434, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.9144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.9322, kappa: 0.3437, kb_relative_information_score: 0.1436, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.586, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.9207, kappa: 0.1998, kb_relative_information_score: -0.0625, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9197, predictive_accuracy: 0.9384, prior_entropy: 0.3398, recall: 0.9384, relative_absolute_error: 0.7052, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.8685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.9347, kappa: 0.366, kb_relative_information_score: 0.3432, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.47, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.9122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.9285, kappa: 0.2869, kb_relative_information_score: -0.0591, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9307, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.7048, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7417, f_measure: 0.9124, kappa: 0.2626, kb_relative_information_score: -0.1285, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9128, predictive_accuracy: 0.912, prior_entropy: 0.3398, recall: 0.912, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2865, root_relative_squared_error: 1.1781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.9287, kappa: 0.3545, kb_relative_information_score: 0.0724, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9251, predictive_accuracy: 0.9341, prior_entropy: 0.3398, recall: 0.9341, relative_absolute_error: 0.6052, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.9427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.9351, kappa: 0.374, kb_relative_information_score: 0.2165, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9344, predictive_accuracy: 0.9451, prior_entropy: 0.3398, recall: 0.9451, relative_absolute_error: 0.5329, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.8763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9308, kappa: 0.3407, kb_relative_information_score: 0.2178, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9278, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.533, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.9281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.9298, kappa: 0.3218, kb_relative_information_score: 0.2653, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9273, predictive_accuracy: 0.9408, prior_entropy: 0.3398, recall: 0.9408, relative_absolute_error: 0.5132, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.9195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.9329, kappa: 0.3601, kb_relative_information_score: 0.1866, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5487, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.913, f_measure: 0.9299, kappa: 0.3286, kb_relative_information_score: 0.1824, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9268, predictive_accuracy: 0.94, prior_entropy: 0.3398, recall: 0.94, relative_absolute_error: 0.5582, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.226, root_relative_squared_error: 0.9293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5461, f_measure: 0.9131, kappa: 0.1359, kb_relative_information_score: 0.1676, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9044, predictive_accuracy: 0.9305, prior_entropy: 0.3398, recall: 0.9305, relative_absolute_error: 0.5856, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2635, root_relative_squared_error: 1.0836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.8651, kappa: 0.0001, kb_relative_information_score: -0.8018, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8817, predictive_accuracy: 0.8496, prior_entropy: 0.3398, recall: 0.8496, relative_absolute_error: 1.2676, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3878, root_relative_squared_error: 1.5943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5482, f_measure: 0.9042, kappa: 0.1125, kb_relative_information_score: -0.0327, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8959, predictive_accuracy: 0.914, prior_entropy: 0.3398, recall: 0.914, relative_absolute_error: 0.7254, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2917, root_relative_squared_error: 1.1992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.9278, kappa: 0.2788, kb_relative_information_score: -0.0043, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9299, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.6874, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.8598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8405, f_measure: 0.926, kappa: 0.3504, kb_relative_information_score: 0.0699, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9235, predictive_accuracy: 0.929, prior_entropy: 0.3398, recall: 0.929, relative_absolute_error: 0.6235, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.251, root_relative_squared_error: 1.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.9288, kappa: 0.309, kb_relative_information_score: 0.1349, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9263, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.6, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.9344, kappa: 0.364, kb_relative_information_score: 0.3058, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9343, predictive_accuracy: 0.9451, prior_entropy: 0.3398, recall: 0.9451, relative_absolute_error: 0.4806, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.9225,

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