OpenML
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 9978 Supervised Classification ozone-level-8hr 94952 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_73 study_98 study_99
Issue #Downvotes for this reason By


Metric:

94952 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6726, f_measure: 0.9373, kappa: 0.4199, kb_relative_information_score: 0.3237, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9346, 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: 0.5031, 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: 0.5, 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: 0.5, 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: 0.5, 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: 0.6585, f_measure: 0.9366, kappa: 0.4026, kb_relative_information_score: 0.3332, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9344, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.4691, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.509, f_measure: 0.9088, kappa: 0.0327, kb_relative_information_score: 0.248, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9166, 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: 0.6676, f_measure: 0.93, kappa: 0.3756, kb_relative_information_score: 0.2102, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.927, predictive_accuracy: 0.9341, prior_entropy: 0.3398, recall: 0.9341, relative_absolute_error: 0.5556, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2567, root_relative_squared_error: 1.0555,
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: 0.6994, f_measure: 0.9323, kappa: 0.4158, kb_relative_information_score: 0.2055, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9337, prior_entropy: 0.3398, recall: 0.9337, relative_absolute_error: 0.559, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2575, root_relative_squared_error: 1.0587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.9335, kappa: 0.4134, kb_relative_information_score: 0.2386, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9312, predictive_accuracy: 0.9365, prior_entropy: 0.3398, recall: 0.9365, relative_absolute_error: 0.5357, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2521, root_relative_squared_error: 1.0364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6747, f_measure: 0.9363, kappa: 0.4161, kb_relative_information_score: 0.3048, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9334, 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: 0.6896, f_measure: 0.9302, kappa: 0.3966, kb_relative_information_score: 0.1818, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9287, 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: 0.5, 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: 0.6243, f_measure: 0.9302, kappa: 0.3305, kb_relative_information_score: 0.2859, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9273, 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: 0.6774, f_measure: 0.9362, kappa: 0.4182, kb_relative_information_score: 0.3001, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9333, 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: 0.6863, f_measure: 0.9373, kappa: 0.4318, kb_relative_information_score: 0.3048, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9345, 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: 0.6832, f_measure: 0.9327, kappa: 0.4041, kb_relative_information_score: 0.2339, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9302, 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: 0.7073, f_measure: 0.9278, kappa: 0.4005, kb_relative_information_score: 0.1204, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.9266, prior_entropy: 0.3398, recall: 0.9266, relative_absolute_error: 0.6188, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2709, root_relative_squared_error: 1.1139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6869, f_measure: 0.9302, kappa: 0.3945, kb_relative_information_score: 0.1866, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9286, predictive_accuracy: 0.9321, prior_entropy: 0.3398, recall: 0.9321, relative_absolute_error: 0.5723, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2605, root_relative_squared_error: 1.0712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6541, f_measure: 0.9341, kappa: 0.3843, kb_relative_information_score: 0.3001, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9311, 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: 0.5, 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: 0.689, f_measure: 0.9332, kappa: 0.4116, kb_relative_information_score: 0.2339, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9309, 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: 0.5318, f_measure: 0.8881, kappa: 0.0624, kb_relative_information_score: -0.3526, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8891, predictive_accuracy: 0.8871, prior_entropy: 0.3398, recall: 0.8871, relative_absolute_error: 0.9516, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.336, root_relative_squared_error: 1.3813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.617, f_measure: 0.9312, kappa: 0.3276, 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: 0.5, 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: 0.692, f_measure: 0.9222, kappa: 0.3619, kb_relative_information_score: 0.04, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9247, predictive_accuracy: 0.9199, prior_entropy: 0.3398, recall: 0.9199, relative_absolute_error: 0.6754, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.283, root_relative_squared_error: 1.1637,
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: 0.6407, f_measure: 0.9306, kappa: 0.351, kb_relative_information_score: 0.2622, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9268, 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: 0.5, 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: 0.5, 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: 0.6233, f_measure: 0.9325, kappa: 0.3423, kb_relative_information_score: 0.3284, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, 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: 0.5, 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: 0.5, 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: 0.7033, f_measure: 0.93, kappa: 0.4079, kb_relative_information_score: 0.1629, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9299, predictive_accuracy: 0.9301, prior_entropy: 0.3398, recall: 0.9301, relative_absolute_error: 0.5889, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2643, root_relative_squared_error: 1.0866,
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: 0.5, 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: 0.5547, f_measure: 0.9174, kappa: 0.1676, kb_relative_information_score: 0.2291, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9131, predictive_accuracy: 0.9357, prior_entropy: 0.3398, recall: 0.9357, relative_absolute_error: 0.5423, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2536, root_relative_squared_error: 1.0428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.587, f_measure: 0.9226, kappa: 0.2436, kb_relative_information_score: 0.2339, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9181, 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: 0.5156, 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: 0.5, 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: 0.5, 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: 0.5, 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: 0.6454, f_measure: 0.9373, kappa: 0.3941, kb_relative_information_score: 0.3663, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9376, predictive_accuracy: 0.9471, prior_entropy: 0.3398, recall: 0.9471, relative_absolute_error: 0.4458, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9455,
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: 0.5, 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: 0.5, 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: 0.5, 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: 0.6476, f_measure: 0.9366, kappa: 0.3925, kb_relative_information_score: 0.3521, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9358, predictive_accuracy: 0.9459, prior_entropy: 0.3398, recall: 0.9459, relative_absolute_error: 0.4558, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6996, f_measure: 0.9287, kappa: 0.398, kb_relative_information_score: 0.144, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.9286, prior_entropy: 0.3398, recall: 0.9286, relative_absolute_error: 0.6022, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2673, root_relative_squared_error: 1.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7063, f_measure: 0.9303, kappa: 0.4113, kb_relative_information_score: 0.1629, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9304, predictive_accuracy: 0.9301, prior_entropy: 0.3398, recall: 0.9301, relative_absolute_error: 0.5889, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2643, root_relative_squared_error: 1.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7102, f_measure: 0.928, kappa: 0.4039, kb_relative_information_score: 0.1204, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.9266, prior_entropy: 0.3398, recall: 0.9266, relative_absolute_error: 0.6188, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2709, root_relative_squared_error: 1.1139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6744, f_measure: 0.932, kappa: 0.3923, kb_relative_information_score: 0.2339, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, 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: 0.5, 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: 0.6387, f_measure: 0.9315, kappa: 0.3536, kb_relative_information_score: 0.2812, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9281, 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: 0.6693, f_measure: 0.9176, kappa: 0.3218, kb_relative_information_score: -0.0121, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9199, predictive_accuracy: 0.9155, prior_entropy: 0.3398, recall: 0.9155, relative_absolute_error: 0.712, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2906, root_relative_squared_error: 1.1948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.664, f_measure: 0.9328, kappa: 0.3867, kb_relative_information_score: 0.2622, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9294, 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: 0.6285, f_measure: 0.9323, kappa: 0.3469, kb_relative_information_score: 0.3143, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.4824, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.9835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6622, f_measure: 0.934, kappa: 0.3917, kb_relative_information_score: 0.2859, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9308, 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: 0.653, f_measure: 0.9326, kappa: 0.3749, kb_relative_information_score: 0.2764, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9292, 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: 0.518, 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: 0.5, 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: 0.5119, f_measure: 0.8633, kappa: 0.0178, kb_relative_information_score: -0.8633, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.884, predictive_accuracy: 0.8445, prior_entropy: 0.3398, recall: 0.8445, relative_absolute_error: 1.3109, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3943, root_relative_squared_error: 1.6213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6364, f_measure: 0.932, kappa: 0.3543, kb_relative_information_score: 0.2953, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9292, 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: 0.5, 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: 0.5, 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: 0.6794, f_measure: 0.9237, kappa: 0.3566, kb_relative_information_score: 0.0825, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9239, predictive_accuracy: 0.9234, prior_entropy: 0.3398, recall: 0.9234, relative_absolute_error: 0.6455, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2767, root_relative_squared_error: 1.1376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6742, f_measure: 0.9317, kappa: 0.3906, kb_relative_information_score: 0.2291, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.9357, prior_entropy: 0.3398, recall: 0.9357, relative_absolute_error: 0.5423, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2536, root_relative_squared_error: 1.0428,
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: 0.5847, f_measure: 0.923, kappa: 0.2421, kb_relative_information_score: 0.248, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9194, 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: 0.5031, 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: 0.5, 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: 0.5, 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: 0.5158, f_measure: 0.9064, kappa: 0.0494, kb_relative_information_score: 0.1393, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8918, predictive_accuracy: 0.9282, prior_entropy: 0.3398, recall: 0.9282, relative_absolute_error: 0.6055, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.268, root_relative_squared_error: 1.1019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6713, f_measure: 0.9315, kappa: 0.3866, kb_relative_information_score: 0.2291, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9284, predictive_accuracy: 0.9357, prior_entropy: 0.3398, recall: 0.9357, relative_absolute_error: 0.5423, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2536, root_relative_squared_error: 1.0428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6836, f_measure: 0.9294, kappa: 0.3875, kb_relative_information_score: 0.1771, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9277, predictive_accuracy: 0.9313, prior_entropy: 0.3398, recall: 0.9313, relative_absolute_error: 0.5789, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.262, root_relative_squared_error: 1.0774,

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

OpenML bootcamp

From your own software

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

OpenML APIs