OpenML
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 9899 Supervised Classification bank-marketing 1228 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8046, f_measure: 0.8502, kappa: 0.1445, kb_relative_information_score: -0.0876, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8832, number_of_instances: 4521, precision: 0.8462, predictive_accuracy: 0.8832, prior_entropy: 0.5155, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.298, root_relative_squared_error: 0.9333, unweighted_recall: 0.5484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.623, kb_relative_information_score: 0.2636, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.5656, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3388, root_relative_squared_error: 1.0612, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0016, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5523, kb_relative_information_score: -0.1312, mean_absolute_error: 0.2026, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9931, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3185, root_relative_squared_error: 0.9973, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.87, kappa: 0.2844, kb_relative_information_score: -2.8304, mean_absolute_error: 0.4467, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8894, number_of_instances: 4521, precision: 0.8662, predictive_accuracy: 0.8894, prior_entropy: 0.5155, relative_absolute_error: 2.1894, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.4487, root_relative_squared_error: 1.4054, unweighted_recall: 0.6078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2641, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.5648, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3395, root_relative_squared_error: 1.0631, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.8836, kappa: 0.3988, kb_relative_information_score: 0.1766, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8903, number_of_instances: 4521, precision: 0.8793, predictive_accuracy: 0.8903, prior_entropy: 0.5155, relative_absolute_error: 0.6471, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.293, root_relative_squared_error: 0.9176, unweighted_recall: 0.6784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5012, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7377, kb_relative_information_score: -0.0983, mean_absolute_error: 0.1912, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9372, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3104, root_relative_squared_error: 0.972, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2641, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.5648, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3395, root_relative_squared_error: 1.0631, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, kb_relative_information_score: 0.2335, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.6179, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.335, root_relative_squared_error: 1.049, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4887, f_measure: 0.8073, kappa: -0.0273, kb_relative_information_score: -0.1088, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8264, number_of_instances: 4521, precision: 0.7901, predictive_accuracy: 0.8264, prior_entropy: 0.5155, relative_absolute_error: 0.8509, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.4167, root_relative_squared_error: 1.305, unweighted_recall: 0.4887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8178, f_measure: 0.8443, kappa: 0.0931, kb_relative_information_score: 0.0738, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8865, number_of_instances: 4521, precision: 0.8536, predictive_accuracy: 0.8865, prior_entropy: 0.5155, relative_absolute_error: 0.8341, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2974, root_relative_squared_error: 0.9313, unweighted_recall: 0.5285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.001, mean_absolute_error: 0.2037, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.625, f_measure: 0.832, kappa: 0.0192, kb_relative_information_score: -0.025, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8788, number_of_instances: 4521, precision: 0.8097, predictive_accuracy: 0.8788, prior_entropy: 0.5155, relative_absolute_error: 0.7641, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3299, root_relative_squared_error: 1.0331, unweighted_recall: 0.5058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6525, f_measure: 0.8283, kappa: 0.0218, kb_relative_information_score: -0.1689, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8653, number_of_instances: 4521, precision: 0.8034, predictive_accuracy: 0.8653, prior_entropy: 0.5155, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3297, root_relative_squared_error: 1.0326, unweighted_recall: 0.5074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.8723, kappa: 0.3062, kb_relative_information_score: 0.1379, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8885, number_of_instances: 4521, precision: 0.8672, predictive_accuracy: 0.8885, prior_entropy: 0.5155, relative_absolute_error: 0.7046, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.291, root_relative_squared_error: 0.9114, unweighted_recall: 0.6207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4948, f_measure: 0.8237, kappa: -0.0163, kb_relative_information_score: 0.1483, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8666, number_of_instances: 4521, precision: 0.7892, predictive_accuracy: 0.8666, prior_entropy: 0.5155, relative_absolute_error: 0.6537, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3652, root_relative_squared_error: 1.1437, unweighted_recall: 0.4948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.8188, kappa: -0.0103, kb_relative_information_score: 0.0423, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.2041, weighted_recall: 0.85, number_of_instances: 4521, precision: 0.7933, predictive_accuracy: 0.85, prior_entropy: 0.5155, relative_absolute_error: 0.7349, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3873, root_relative_squared_error: 1.2128, unweighted_recall: 0.4962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2641, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.5648, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3395, root_relative_squared_error: 1.0631, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5401, f_measure: 0.8523, kappa: 0.1725, kb_relative_information_score: -1.8386, mean_absolute_error: 0.3249, mean_prior_absolute_error: 0.2041, weighted_recall: 0.879, number_of_instances: 4521, precision: 0.8438, predictive_accuracy: 0.879, prior_entropy: 0.5155, relative_absolute_error: 1.5924, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.358, root_relative_squared_error: 1.121, unweighted_recall: 0.5619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6533, kb_relative_information_score: -3.1247, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 2.4221, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.4942, root_relative_squared_error: 1.5478, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0005, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.633, f_measure: 0.8049, kappa: 0.1475, kb_relative_information_score: -0.9239, mean_absolute_error: 0.2831, mean_prior_absolute_error: 0.2041, weighted_recall: 0.7866, number_of_instances: 4521, precision: 0.828, predictive_accuracy: 0.7866, prior_entropy: 0.5155, relative_absolute_error: 1.3872, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3904, root_relative_squared_error: 1.2227, unweighted_recall: 0.5906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6428, f_measure: 0.8523, kappa: 0.1725, kb_relative_information_score: 0.0495, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.2041, weighted_recall: 0.879, number_of_instances: 4521, precision: 0.8438, predictive_accuracy: 0.879, prior_entropy: 0.5155, relative_absolute_error: 0.8824, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.9412, unweighted_recall: 0.5619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2641, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.5648, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3395, root_relative_squared_error: 1.0631, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6354, f_measure: 0.8036, kappa: 0.1496, kb_relative_information_score: -1.0103, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.2041, weighted_recall: 0.7839, number_of_instances: 4521, precision: 0.8287, predictive_accuracy: 0.7839, prior_entropy: 0.5155, relative_absolute_error: 1.4261, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3948, root_relative_squared_error: 1.2364, unweighted_recall: 0.5932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7761, f_measure: 0.8308, kappa: 0.0016, kb_relative_information_score: -0.0286, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8841, number_of_instances: 4521, precision: 0.8059, predictive_accuracy: 0.8841, prior_entropy: 0.5155, relative_absolute_error: 0.9529, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.314, root_relative_squared_error: 0.9834, unweighted_recall: 0.5005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2641, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.5648, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3395, root_relative_squared_error: 1.0631, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0002, mean_absolute_error: 0.204, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8891, f_measure: 0.8656, kappa: 0.2368, kb_relative_information_score: 0.0788, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8936, number_of_instances: 4521, precision: 0.8717, predictive_accuracy: 0.8936, prior_entropy: 0.5155, relative_absolute_error: 0.7724, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.8547, unweighted_recall: 0.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8165, f_measure: 0.8402, kappa: 0.0646, kb_relative_information_score: 0.0618, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8863, number_of_instances: 4521, precision: 0.8548, predictive_accuracy: 0.8863, prior_entropy: 0.5155, relative_absolute_error: 0.8638, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.9409, unweighted_recall: 0.5192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.8319, kappa: 0.0088, kb_relative_information_score: 0.0374, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, precision: 0.8409, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9085, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.96, unweighted_recall: 0.5025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6324, f_measure: 0.8315, kappa: 0.0188, kb_relative_information_score: -0.0532, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8772, number_of_instances: 4521, precision: 0.8077, predictive_accuracy: 0.8772, prior_entropy: 0.5155, relative_absolute_error: 0.7834, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3298, root_relative_squared_error: 1.0329, unweighted_recall: 0.5058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5582, f_measure: 0.8523, kappa: 0.1725, kb_relative_information_score: -1.838, mean_absolute_error: 0.3249, mean_prior_absolute_error: 0.2041, weighted_recall: 0.879, number_of_instances: 4521, precision: 0.8438, predictive_accuracy: 0.879, prior_entropy: 0.5155, relative_absolute_error: 1.592, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3581, root_relative_squared_error: 1.1215, unweighted_recall: 0.5619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6326, f_measure: 0.8523, kappa: 0.1725, kb_relative_information_score: 0.059, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.2041, weighted_recall: 0.879, number_of_instances: 4521, precision: 0.8438, predictive_accuracy: 0.879, prior_entropy: 0.5155, relative_absolute_error: 0.8791, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.9411, unweighted_recall: 0.5619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6363, f_measure: 0.8307, kappa: 0.0172, kb_relative_information_score: -0.0787, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.2041, weighted_recall: 0.875, number_of_instances: 4521, precision: 0.8052, predictive_accuracy: 0.875, prior_entropy: 0.5155, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3298, root_relative_squared_error: 1.0327, unweighted_recall: 0.5054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6284, f_measure: 0.8051, kappa: 0.142, kb_relative_information_score: -0.8317, mean_absolute_error: 0.2745, mean_prior_absolute_error: 0.2041, weighted_recall: 0.7877, number_of_instances: 4521, precision: 0.8266, predictive_accuracy: 0.7877, prior_entropy: 0.5155, relative_absolute_error: 1.3454, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3857, root_relative_squared_error: 1.208, unweighted_recall: 0.5862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6653, f_measure: 0.7985, kappa: 0.1787, kb_relative_information_score: -1.8605, mean_absolute_error: 0.3679, mean_prior_absolute_error: 0.2041, weighted_recall: 0.7713, number_of_instances: 4521, precision: 0.8375, predictive_accuracy: 0.7713, prior_entropy: 0.5155, relative_absolute_error: 1.8029, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.4402, root_relative_squared_error: 1.3787, unweighted_recall: 0.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0004, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2041, weighted_recall: 0.8848, number_of_instances: 4521, predictive_accuracy: 0.8848, prior_entropy: 0.5155, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8414, f_measure: 0.8768, kappa: 0.3241, kb_relative_information_score: 748.1904, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8746, predictive_accuracy: 0.8945, prior_entropy: 0.516, recall: 0.8945, relative_absolute_error: 0.7259, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.276, root_relative_squared_error: 0.8643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8108, f_measure: 0.8596, kappa: 0.2696, kb_relative_information_score: 78.6141, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8528, predictive_accuracy: 0.8688, prior_entropy: 0.516, recall: 0.8688, relative_absolute_error: 0.7787, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3136, root_relative_squared_error: 0.9822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.8654, kappa: 0.2397, kb_relative_information_score: 333.9211, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8681, predictive_accuracy: 0.8921, prior_entropy: 0.516, recall: 0.8921, relative_absolute_error: 0.8258, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.8918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6849, f_measure: 0.8847, kappa: 0.3949, kb_relative_information_score: 679.0317, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8802, predictive_accuracy: 0.8936, prior_entropy: 0.516, recall: 0.8936, relative_absolute_error: 0.808, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.9132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.8538, kappa: 0.2525, kb_relative_information_score: -113.692, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8483, predictive_accuracy: 0.8604, prior_entropy: 0.516, recall: 0.8604, relative_absolute_error: 0.779, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3367, root_relative_squared_error: 1.0543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6558, f_measure: 0.8421, kappa: 0.2355, kb_relative_information_score: -999.8178, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8442, predictive_accuracy: 0.8401, prior_entropy: 0.516, recall: 0.8401, relative_absolute_error: 0.8446, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3395, root_relative_squared_error: 1.0633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8434, f_measure: 0.8876, kappa: 0.4184, kb_relative_information_score: 1513.1747, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8836, predictive_accuracy: 0.8943, prior_entropy: 0.516, recall: 0.8943, relative_absolute_error: 0.5096, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3098, root_relative_squared_error: 0.9702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8342, f_measure: 0.8837, kappa: 0.3931, kb_relative_information_score: 442.7876, mean_absolute_error: 0.1456, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8792, predictive_accuracy: 0.8918, prior_entropy: 0.516, recall: 0.8918, relative_absolute_error: 0.7135, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.9127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8702, kappa: 0.28, kb_relative_information_score: 964.7613, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.868, predictive_accuracy: 0.8912, prior_entropy: 0.516, recall: 0.8912, relative_absolute_error: 0.6223, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2859, root_relative_squared_error: 0.8953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.8532, kappa: 0.1574, kb_relative_information_score: 591.2916, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8564, predictive_accuracy: 0.8874, prior_entropy: 0.516, recall: 0.8874, relative_absolute_error: 0.7248, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2844, root_relative_squared_error: 0.8907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7192, f_measure: 0.8506, kappa: 0.1365, kb_relative_information_score: -24.5654, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8578, predictive_accuracy: 0.8879, prior_entropy: 0.516, recall: 0.8879, relative_absolute_error: 0.7387, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.9597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6283, f_measure: 0.8638, kappa: 0.2248, kb_relative_information_score: 1439.1432, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8699, predictive_accuracy: 0.8927, prior_entropy: 0.516, recall: 0.8927, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3203, root_relative_squared_error: 1.0032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8436, f_measure: 0.8801, kappa: 0.3569, kb_relative_information_score: 805.1144, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8757, predictive_accuracy: 0.8929, prior_entropy: 0.516, recall: 0.8929, relative_absolute_error: 0.6997, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.9141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8007, f_measure: 0.8708, kappa: 0.2997, kb_relative_information_score: 501.5042, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8651, predictive_accuracy: 0.8868, prior_entropy: 0.516, recall: 0.8868, relative_absolute_error: 0.7588, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.8887, kappa: 0.4077, kb_relative_information_score: 830.7156, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8854, predictive_accuracy: 0.8996, prior_entropy: 0.516, recall: 0.8996, relative_absolute_error: 0.6602, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.8407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.8535, kappa: 0.1525, kb_relative_information_score: 420.6083, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8676, predictive_accuracy: 0.8905, prior_entropy: 0.516, recall: 0.8905, relative_absolute_error: 0.8084, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.276, root_relative_squared_error: 0.8644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.8307, kb_relative_information_score: -2.9064, mean_absolute_error: 0.2041, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.7828, predictive_accuracy: 0.8848, prior_entropy: 0.516, recall: 0.8848, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7757, f_measure: 0.8691, kappa: 0.3017, kb_relative_information_score: -227.6224, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8626, predictive_accuracy: 0.8823, prior_entropy: 0.516, recall: 0.8823, relative_absolute_error: 0.7275, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2992, root_relative_squared_error: 0.9369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7051, f_measure: 0.8536, kappa: 0.1621, kb_relative_information_score: -136.8197, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8548, predictive_accuracy: 0.8868, prior_entropy: 0.516, recall: 0.8868, relative_absolute_error: 0.7156, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7473, f_measure: 0.8572, kappa: 0.1998, kb_relative_information_score: -721.5807, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8514, predictive_accuracy: 0.883, prior_entropy: 0.516, recall: 0.883, relative_absolute_error: 0.8324, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3113, root_relative_squared_error: 0.9749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7964, f_measure: 0.887, kappa: 0.4054, kb_relative_information_score: 857.449, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8829, predictive_accuracy: 0.8963, prior_entropy: 0.516, recall: 0.8963, relative_absolute_error: 0.6821, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2862, root_relative_squared_error: 0.8962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.8747, kappa: 0.3995, kb_relative_information_score: -180.8276, mean_absolute_error: 0.1603, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8778, predictive_accuracy: 0.8719, prior_entropy: 0.516, recall: 0.8719, relative_absolute_error: 0.7856, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3198, root_relative_squared_error: 1.0015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.8792, kappa: 0.396, kb_relative_information_score: 190.1165, mean_absolute_error: 0.1478, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8771, predictive_accuracy: 0.8817, prior_entropy: 0.516, recall: 0.8817, relative_absolute_error: 0.7244, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2824, root_relative_squared_error: 0.8844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5739, f_measure: 0.8632, kappa: 0.2197, kb_relative_information_score: 1428.8335, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8707, predictive_accuracy: 0.8929, prior_entropy: 0.516, recall: 0.8929, relative_absolute_error: 0.5247, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3272, root_relative_squared_error: 1.0247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, f_measure: 0.8907, kappa: 0.4273, kb_relative_information_score: 758.2969, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8869, predictive_accuracy: 0.8989, prior_entropy: 0.516, recall: 0.8989, relative_absolute_error: 0.6826, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.8857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.8765, kappa: 0.3177, kb_relative_information_score: 499.9965, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8761, predictive_accuracy: 0.8958, prior_entropy: 0.516, recall: 0.8958, relative_absolute_error: 0.6987, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2664, root_relative_squared_error: 0.8342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5739, f_measure: 0.8632, kappa: 0.2197, kb_relative_information_score: 1428.8335, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8707, predictive_accuracy: 0.8929, prior_entropy: 0.516, recall: 0.8929, relative_absolute_error: 0.5247, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3272, root_relative_squared_error: 1.0247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7964, f_measure: 0.887, kappa: 0.4054, kb_relative_information_score: 857.449, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8829, predictive_accuracy: 0.8963, prior_entropy: 0.516, recall: 0.8963, relative_absolute_error: 0.6821, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2862, root_relative_squared_error: 0.8962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8307, kb_relative_information_score: 1192.7837, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.7828, predictive_accuracy: 0.8848, prior_entropy: 0.516, recall: 0.8848, relative_absolute_error: 0.5648, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3395, root_relative_squared_error: 1.0631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.873, kappa: 0.3908, kb_relative_information_score: -236.7796, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.876, predictive_accuracy: 0.8704, prior_entropy: 0.516, recall: 0.8704, relative_absolute_error: 0.7914, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3196, root_relative_squared_error: 1.0009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.8733, kappa: 0.352, kb_relative_information_score: 196.1549, mean_absolute_error: 0.1478, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8689, predictive_accuracy: 0.879, prior_entropy: 0.516, recall: 0.879, relative_absolute_error: 0.7243, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3071, root_relative_squared_error: 0.9617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5363, f_measure: 0.8306, kappa: -0.0004, kb_relative_information_score: -32.9848, mean_absolute_error: 0.2038, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.7828, predictive_accuracy: 0.8845, prior_entropy: 0.516, recall: 0.8845, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3193, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.8757, kappa: 0.3143, kb_relative_information_score: 318.399, mean_absolute_error: 0.1423, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8744, predictive_accuracy: 0.8947, prior_entropy: 0.516, recall: 0.8947, relative_absolute_error: 0.6972, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.8618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6756, f_measure: 0.8686, kappa: 0.3535, kb_relative_information_score: 739.8232, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8682, predictive_accuracy: 0.8691, prior_entropy: 0.516, recall: 0.8691, relative_absolute_error: 0.6417, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3619, root_relative_squared_error: 1.1333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5121, f_measure: 0.8364, kappa: 0.041, kb_relative_information_score: 1173.6445, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8374, predictive_accuracy: 0.8841, prior_entropy: 0.516, recall: 0.8841, relative_absolute_error: 0.568, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3404, root_relative_squared_error: 1.0662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6686, f_measure: 0.8855, kappa: 0.3961, kb_relative_information_score: 1492.6307, mean_absolute_error: 0.1048, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8812, predictive_accuracy: 0.8952, prior_entropy: 0.516, recall: 0.8952, relative_absolute_error: 0.5138, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3238, root_relative_squared_error: 1.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5055, f_measure: 0.8336, kappa: 0.0193, kb_relative_information_score: 1218.3026, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8702, predictive_accuracy: 0.8856, prior_entropy: 0.516, recall: 0.8856, relative_absolute_error: 0.5604, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3382, root_relative_squared_error: 1.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6749, f_measure: 0.8933, kappa: 0.4279, kb_relative_information_score: 1766.9589, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8914, predictive_accuracy: 0.9047, prior_entropy: 0.516, recall: 0.9047, relative_absolute_error: 0.4672, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3088, root_relative_squared_error: 0.967, usercpu_time_millis: 3753.77, usercpu_time_millis_testing: 38.849, usercpu_time_millis_training: 3714.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6561, f_measure: 0.8804, kappa: 0.3682, kb_relative_information_score: 1365.0362, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8755, predictive_accuracy: 0.8907, prior_entropy: 0.516, recall: 0.8907, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3306, root_relative_squared_error: 1.0352, usercpu_time_millis: 2.155, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 1.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.572, f_measure: 0.8623, kappa: 0.2145, kb_relative_information_score: 1416.074, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8697, predictive_accuracy: 0.8925, prior_entropy: 0.516, recall: 0.8925, relative_absolute_error: 0.5268, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3279, root_relative_squared_error: 1.0268, usercpu_time_millis: 14.222, usercpu_time_millis_testing: 0.475, usercpu_time_millis_training: 13.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6625, f_measure: 0.8862, kappa: 0.3929, kb_relative_information_score: 1562.8077, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8826, predictive_accuracy: 0.8976, prior_entropy: 0.516, recall: 0.8976, relative_absolute_error: 0.5019, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.32, root_relative_squared_error: 1.0022, usercpu_time_millis: 0.59, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 0.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6219, f_measure: 0.8768, kappa: 0.3217, kb_relative_information_score: 1492.6307, mean_absolute_error: 0.1048, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8753, predictive_accuracy: 0.8952, prior_entropy: 0.516, recall: 0.8952, relative_absolute_error: 0.5138, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3238, root_relative_squared_error: 1.014, usercpu_time_millis: 35.248, usercpu_time_millis_testing: 0.553, usercpu_time_millis_training: 34.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6499, f_measure: 0.8838, kappa: 0.3732, kb_relative_information_score: 1556.428, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8808, predictive_accuracy: 0.8974, prior_entropy: 0.516, recall: 0.8974, relative_absolute_error: 0.503, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3204, root_relative_squared_error: 1.0033, usercpu_time_millis: 107.927, usercpu_time_millis_testing: 0.474, usercpu_time_millis_training: 107.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6476, f_measure: 0.8848, kappa: 0.3743, kb_relative_information_score: 1613.8455, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8829, predictive_accuracy: 0.8994, prior_entropy: 0.516, recall: 0.8994, relative_absolute_error: 0.4932, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3172, root_relative_squared_error: 0.9935, usercpu_time_millis: 26.189, usercpu_time_millis_testing: 1.436, usercpu_time_millis_training: 24.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.635, f_measure: 0.8821, kappa: 0.3531, kb_relative_information_score: 1607.4658, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.2041, number_of_instances: 4521, precision: 0.8818, predictive_accuracy: 0.8991, prior_entropy: 0.516, recall: 0.8991, relative_absolute_error: 0.4943, root_mean_prior_squared_error: 0.3193, root_mean_squared_error: 0.3176, root_relative_squared_error: 0.9946, usercpu_time_millis: 526.033, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 525.712,

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