Task
Supervised Classification on diabetes

Supervised Classification on diabetes

Task 37 Supervised Classification diabetes 131594 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_29 study_30 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6997, f_measure: 0.7163, kappa: 0.3691, kb_relative_information_score: 0.3573, mean_absolute_error: 0.2804, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7201, number_of_instances: 768, precision: 0.7144, predictive_accuracy: 0.7201, prior_entropy: 0.9331, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5141, root_relative_squared_error: 1.0785, unweighted_recall: 0.6803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.723, kappa: 0.3882, kb_relative_information_score: 0.3353, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.7221, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9956, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.7526, kappa: 0.4464, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7529, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4037, root_relative_squared_error: 0.8469, unweighted_recall: 0.7137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7698, kappa: 0.4872, kb_relative_information_score: 0.3654, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8317, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7727, kappa: 0.494, kb_relative_information_score: 0.3159, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7718, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8336, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7559, kappa: 0.4572, kb_relative_information_score: 0.3634, mean_absolute_error: 0.2876, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8859, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.702, kappa: 0.3443, kb_relative_information_score: 0.317, mean_absolute_error: 0.2982, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7018, number_of_instances: 768, precision: 0.7021, predictive_accuracy: 0.7018, prior_entropy: 0.9331, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5461, root_relative_squared_error: 1.1456, unweighted_recall: 0.6723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7371, kappa: 0.4133, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7422, number_of_instances: 768, precision: 0.7358, predictive_accuracy: 0.7422, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8998, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.7262, kappa: 0.3904, kb_relative_information_score: 0.3827, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7305, number_of_instances: 768, precision: 0.7245, predictive_accuracy: 0.7305, prior_entropy: 0.9331, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.0892, unweighted_recall: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7713, kappa: 0.4871, kb_relative_information_score: 0.3302, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7739, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.723, kappa: 0.3882, kb_relative_information_score: 0.3353, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.7221, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9956, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.7526, kappa: 0.4464, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7529, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4037, root_relative_squared_error: 0.8469, unweighted_recall: 0.7137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7698, kappa: 0.4872, kb_relative_information_score: 0.3654, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8317, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7727, kappa: 0.494, kb_relative_information_score: 0.3159, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7718, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8336, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7559, kappa: 0.4572, kb_relative_information_score: 0.3634, mean_absolute_error: 0.2876, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8859, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.702, kappa: 0.3443, kb_relative_information_score: 0.317, mean_absolute_error: 0.2982, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7018, number_of_instances: 768, precision: 0.7021, predictive_accuracy: 0.7018, prior_entropy: 0.9331, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5461, root_relative_squared_error: 1.1456, unweighted_recall: 0.6723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7371, kappa: 0.4133, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7422, number_of_instances: 768, precision: 0.7358, predictive_accuracy: 0.7422, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8998, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.7262, kappa: 0.3904, kb_relative_information_score: 0.3827, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7305, number_of_instances: 768, precision: 0.7245, predictive_accuracy: 0.7305, prior_entropy: 0.9331, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.0892, unweighted_recall: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7713, kappa: 0.4871, kb_relative_information_score: 0.3302, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7739, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.723, kappa: 0.3882, kb_relative_information_score: 0.3353, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.7221, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9956, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.7526, kappa: 0.4464, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7529, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4037, root_relative_squared_error: 0.8469, unweighted_recall: 0.7137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7698, kappa: 0.4872, kb_relative_information_score: 0.3654, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8317, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7727, kappa: 0.494, kb_relative_information_score: 0.3159, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7718, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8336, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7559, kappa: 0.4572, kb_relative_information_score: 0.3634, mean_absolute_error: 0.2876, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8859, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.702, kappa: 0.3443, kb_relative_information_score: 0.317, mean_absolute_error: 0.2982, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7018, number_of_instances: 768, precision: 0.7021, predictive_accuracy: 0.7018, prior_entropy: 0.9331, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5461, root_relative_squared_error: 1.1456, unweighted_recall: 0.6723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7371, kappa: 0.4133, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7422, number_of_instances: 768, precision: 0.7358, predictive_accuracy: 0.7422, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8998, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.7262, kappa: 0.3904, kb_relative_information_score: 0.3827, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7305, number_of_instances: 768, precision: 0.7245, predictive_accuracy: 0.7305, prior_entropy: 0.9331, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.0892, unweighted_recall: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7713, kappa: 0.4871, kb_relative_information_score: 0.3302, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7739, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.723, kappa: 0.3882, kb_relative_information_score: 0.3353, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.7221, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9956, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7698, kappa: 0.4872, kb_relative_information_score: 0.3654, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8317, unweighted_recall: 0.7368,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7727, kappa: 0.494, kb_relative_information_score: 0.3159, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7718, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8336, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7559, kappa: 0.4572, kb_relative_information_score: 0.3634, mean_absolute_error: 0.2876, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8859, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.702, kappa: 0.3443, kb_relative_information_score: 0.317, mean_absolute_error: 0.2982, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7018, number_of_instances: 768, precision: 0.7021, predictive_accuracy: 0.7018, prior_entropy: 0.9331, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5461, root_relative_squared_error: 1.1456, unweighted_recall: 0.6723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7371, kappa: 0.4133, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7422, number_of_instances: 768, precision: 0.7358, predictive_accuracy: 0.7422, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8998, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.7262, kappa: 0.3904, kb_relative_information_score: 0.3827, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7305, number_of_instances: 768, precision: 0.7245, predictive_accuracy: 0.7305, prior_entropy: 0.9331, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.0892, unweighted_recall: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7713, kappa: 0.4871, kb_relative_information_score: 0.3302, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7739, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.723, kappa: 0.3882, kb_relative_information_score: 0.3353, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4545, weighted_recall: 0.724, number_of_instances: 768, precision: 0.7221, predictive_accuracy: 0.724, prior_entropy: 0.9331, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9956, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.7526, kappa: 0.4464, kb_relative_information_score: 0.2842, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7529, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4037, root_relative_squared_error: 0.8469, unweighted_recall: 0.7137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7698, kappa: 0.4872, kb_relative_information_score: 0.3654, mean_absolute_error: 0.2913, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8317, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7727, kappa: 0.494, kb_relative_information_score: 0.3159, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7718, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8336, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7559, kappa: 0.4572, kb_relative_information_score: 0.3634, mean_absolute_error: 0.2876, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8859, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.702, kappa: 0.3443, kb_relative_information_score: 0.317, mean_absolute_error: 0.2982, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7018, number_of_instances: 768, precision: 0.7021, predictive_accuracy: 0.7018, prior_entropy: 0.9331, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5461, root_relative_squared_error: 1.1456, unweighted_recall: 0.6723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7371, kappa: 0.4133, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7422, number_of_instances: 768, precision: 0.7358, predictive_accuracy: 0.7422, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8998, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.7262, kappa: 0.3904, kb_relative_information_score: 0.3827, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7305, number_of_instances: 768, precision: 0.7245, predictive_accuracy: 0.7305, prior_entropy: 0.9331, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.0892, unweighted_recall: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7713, kappa: 0.4871, kb_relative_information_score: 0.3302, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7739, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7591, f_measure: 0.7091, kappa: 0.356, kb_relative_information_score: 0.3205, mean_absolute_error: 0.2987, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7109, number_of_instances: 768, precision: 0.7077, predictive_accuracy: 0.7109, prior_entropy: 0.9331, relative_absolute_error: 0.6573, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.481, root_relative_squared_error: 1.009, unweighted_recall: 0.6759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, f_measure: 0.7548, kappa: 0.4518, kb_relative_information_score: 0.2888, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7545, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.7244, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.8419, unweighted_recall: 0.7173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8354, f_measure: 0.7703, kappa: 0.489, kb_relative_information_score: 0.3665, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7693, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6402, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.8311, unweighted_recall: 0.7386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.7618, kappa: 0.4695, kb_relative_information_score: 0.3151, mean_absolute_error: 0.3177, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7609, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.699, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3966, root_relative_squared_error: 0.8321, unweighted_recall: 0.7282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7559, kappa: 0.4572, kb_relative_information_score: 0.3634, mean_absolute_error: 0.2876, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8859, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6686, f_measure: 0.6991, kappa: 0.3375, kb_relative_information_score: 0.3111, mean_absolute_error: 0.3008, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6992, number_of_instances: 768, precision: 0.699, predictive_accuracy: 0.6992, prior_entropy: 0.9331, relative_absolute_error: 0.6618, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5484, root_relative_squared_error: 1.1506, unweighted_recall: 0.6686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7371, kappa: 0.4133, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7422, number_of_instances: 768, precision: 0.7358, predictive_accuracy: 0.7422, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8998, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6914, f_measure: 0.7251, kappa: 0.39, kb_relative_information_score: 0.3767, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7279, number_of_instances: 768, precision: 0.7235, predictive_accuracy: 0.7279, prior_entropy: 0.9331, relative_absolute_error: 0.5988, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5217, root_relative_squared_error: 1.0945, unweighted_recall: 0.6914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7713, kappa: 0.4871, kb_relative_information_score: 0.3302, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7739, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7591, f_measure: 0.7091, kappa: 0.356, kb_relative_information_score: 0.3205, mean_absolute_error: 0.2987, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7109, number_of_instances: 768, precision: 0.7077, predictive_accuracy: 0.7109, prior_entropy: 0.9331, relative_absolute_error: 0.6573, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.481, root_relative_squared_error: 1.009, unweighted_recall: 0.6759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, f_measure: 0.7548, kappa: 0.4518, kb_relative_information_score: 0.2888, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7545, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.7244, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.8419, unweighted_recall: 0.7173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8354, f_measure: 0.7703, kappa: 0.489, kb_relative_information_score: 0.3665, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7693, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6402, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.8311, unweighted_recall: 0.7386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.7618, kappa: 0.4695, kb_relative_information_score: 0.3151, mean_absolute_error: 0.3177, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7609, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.699, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3966, root_relative_squared_error: 0.8321, unweighted_recall: 0.7282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6686, f_measure: 0.6991, kappa: 0.3375, kb_relative_information_score: 0.3111, mean_absolute_error: 0.3008, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6992, number_of_instances: 768, precision: 0.699, predictive_accuracy: 0.6992, prior_entropy: 0.9331, relative_absolute_error: 0.6618, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5484, root_relative_squared_error: 1.1506, unweighted_recall: 0.6686,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6914, f_measure: 0.7251, kappa: 0.39, kb_relative_information_score: 0.3767, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7279, number_of_instances: 768, precision: 0.7235, predictive_accuracy: 0.7279, prior_entropy: 0.9331, relative_absolute_error: 0.5988, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5217, root_relative_squared_error: 1.0945, unweighted_recall: 0.6914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7713, kappa: 0.4871, kb_relative_information_score: 0.3302, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7739, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7591, f_measure: 0.7091, kappa: 0.356, kb_relative_information_score: 0.3205, mean_absolute_error: 0.2987, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7109, number_of_instances: 768, precision: 0.7077, predictive_accuracy: 0.7109, prior_entropy: 0.9331, relative_absolute_error: 0.6573, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.481, root_relative_squared_error: 1.009, unweighted_recall: 0.6759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, f_measure: 0.7548, kappa: 0.4518, kb_relative_information_score: 0.2888, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7545, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.7244, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.8419, unweighted_recall: 0.7173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8354, f_measure: 0.7703, kappa: 0.489, kb_relative_information_score: 0.3665, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7693, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6402, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.8311, unweighted_recall: 0.7386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: -0.1398, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 1.0807, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4917, root_relative_squared_error: 1.0315, unweighted_recall: 0.7242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.7618, kappa: 0.4695, kb_relative_information_score: 0.3151, mean_absolute_error: 0.3177, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7609, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.699, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3966, root_relative_squared_error: 0.8321, unweighted_recall: 0.7282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.754, kappa: 0.4484, kb_relative_information_score: 0.4542, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7555, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0241, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7559, kappa: 0.4572, kb_relative_information_score: 0.3634, mean_absolute_error: 0.2876, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7547, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8859, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6686, f_measure: 0.6991, kappa: 0.3375, kb_relative_information_score: 0.3111, mean_absolute_error: 0.3008, mean_prior_absolute_error: 0.4545, weighted_recall: 0.6992, number_of_instances: 768, precision: 0.699, predictive_accuracy: 0.6992, prior_entropy: 0.9331, relative_absolute_error: 0.6618, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5484, root_relative_squared_error: 1.1506, unweighted_recall: 0.6686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7371, kappa: 0.4133, kb_relative_information_score: 0.2998, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7422, number_of_instances: 768, precision: 0.7358, predictive_accuracy: 0.7422, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8998, unweighted_recall: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6914, f_measure: 0.7251, kappa: 0.39, kb_relative_information_score: 0.3767, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7279, number_of_instances: 768, precision: 0.7235, predictive_accuracy: 0.7279, prior_entropy: 0.9331, relative_absolute_error: 0.5988, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5217, root_relative_squared_error: 1.0945, unweighted_recall: 0.6914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7713, kappa: 0.4871, kb_relative_information_score: 0.3302, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7786, number_of_instances: 768, precision: 0.7739, predictive_accuracy: 0.7786, prior_entropy: 0.9331, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.8314, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7591, f_measure: 0.7091, kappa: 0.356, kb_relative_information_score: 0.3205, mean_absolute_error: 0.2987, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7109, number_of_instances: 768, precision: 0.7077, predictive_accuracy: 0.7109, prior_entropy: 0.9331, relative_absolute_error: 0.6573, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.481, root_relative_squared_error: 1.009, unweighted_recall: 0.6759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7383, kappa: 0.4192, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7409, number_of_instances: 768, precision: 0.7368, predictive_accuracy: 0.7409, prior_entropy: 0.9331, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.909, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, f_measure: 0.7548, kappa: 0.4518, kb_relative_information_score: 0.2888, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7545, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.7244, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.8419, unweighted_recall: 0.7173,

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