Task
Supervised Classification on churn

Supervised Classification on churn

Task 146227 Supervised Classification churn 2049 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8406, f_measure: 0.9163, kappa: 0.6606, kb_relative_information_score: 2799.9214, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9179, predictive_accuracy: 0.915, prior_entropy: 0.5883, recall: 0.915, relative_absolute_error: 0.3499, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2915, root_relative_squared_error: 0.8367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.9129, kappa: 0.6474, kb_relative_information_score: 2706.8759, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9147, predictive_accuracy: 0.9114, prior_entropy: 0.5883, recall: 0.9114, relative_absolute_error: 0.3647, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.8543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8362, f_measure: 0.9138, kappa: 0.6508, kb_relative_information_score: 2732.7218, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9155, predictive_accuracy: 0.9124, prior_entropy: 0.5883, recall: 0.9124, relative_absolute_error: 0.3606, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.296, root_relative_squared_error: 0.8494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.8297, kappa: 0.2169, kb_relative_information_score: 731.4885, mean_absolute_error: 0.1866, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8228, predictive_accuracy: 0.8558, prior_entropy: 0.5883, recall: 0.8558, relative_absolute_error: 0.7682, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3078, root_relative_squared_error: 0.8835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8718, kappa: 0.4302, kb_relative_information_score: 772.8303, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8696, predictive_accuracy: 0.8838, prior_entropy: 0.5883, recall: 0.8838, relative_absolute_error: 0.7207, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2951, root_relative_squared_error: 0.8469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.9337, kappa: 0.717, kb_relative_information_score: 3057.204, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9335, predictive_accuracy: 0.9364, prior_entropy: 0.5883, recall: 0.9364, relative_absolute_error: 0.3544, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.7008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8028, f_measure: 0.8604, kappa: 0.3965, kb_relative_information_score: 606.9264, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8558, predictive_accuracy: 0.868, prior_entropy: 0.5883, recall: 0.868, relative_absolute_error: 0.7049, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.9175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7933, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7372, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5535, f_measure: 0.8232, kappa: 0.1605, kb_relative_information_score: 1486.945, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8333, predictive_accuracy: 0.8642, prior_entropy: 0.5883, recall: 0.8642, relative_absolute_error: 0.559, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3685, root_relative_squared_error: 1.0576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.9462, kappa: 0.7674, kb_relative_information_score: 2593.1769, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9482, predictive_accuracy: 0.9492, prior_entropy: 0.5883, recall: 0.9492, relative_absolute_error: 0.4834, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.6185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8309, f_measure: 0.8737, kappa: 0.4387, kb_relative_information_score: 801.6415, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8719, predictive_accuracy: 0.8856, prior_entropy: 0.5883, recall: 0.8856, relative_absolute_error: 0.7162, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.8477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.9337, kappa: 0.717, kb_relative_information_score: 3057.204, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9335, predictive_accuracy: 0.9364, prior_entropy: 0.5883, recall: 0.9364, relative_absolute_error: 0.3544, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.7008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, f_measure: 0.8595, kappa: 0.3673, kb_relative_information_score: 784.2834, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8571, predictive_accuracy: 0.8756, prior_entropy: 0.5883, recall: 0.8756, relative_absolute_error: 0.7244, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5535, f_measure: 0.8232, kappa: 0.1605, kb_relative_information_score: 1486.945, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8333, predictive_accuracy: 0.8642, prior_entropy: 0.5883, recall: 0.8642, relative_absolute_error: 0.559, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3685, root_relative_squared_error: 1.0576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.8532, kappa: 0.3687, kb_relative_information_score: 824.7486, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8484, predictive_accuracy: 0.8602, prior_entropy: 0.5883, recall: 0.8602, relative_absolute_error: 0.6834, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.291, root_relative_squared_error: 0.8351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8429, f_measure: 0.9415, kappa: 0.749, kb_relative_information_score: 3554.6244, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9421, predictive_accuracy: 0.9442, prior_entropy: 0.5883, recall: 0.9442, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2362, root_relative_squared_error: 0.6779, usercpu_time_millis: 0.53, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8687, f_measure: 0.9073, kappa: 0.6012, kb_relative_information_score: 1827.6773, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9059, predictive_accuracy: 0.9118, prior_entropy: 0.5883, recall: 0.9118, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2642, root_relative_squared_error: 0.7583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.7933, kb_relative_information_score: 1.2699, mean_absolute_error: 0.2428, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7372, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3484, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.8597, kappa: 0.3675, kb_relative_information_score: 1003.4215, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8575, predictive_accuracy: 0.876, prior_entropy: 0.5883, recall: 0.876, relative_absolute_error: 0.6209, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.8643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.7933, kb_relative_information_score: -2.8488, mean_absolute_error: 0.2429, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7372, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3484, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.8856, kappa: 0.4715, kb_relative_information_score: 1812.135, mean_absolute_error: 0.1594, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9047, predictive_accuracy: 0.9042, prior_entropy: 0.5883, recall: 0.9042, relative_absolute_error: 0.656, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.944, kappa: 0.7608, kb_relative_information_score: 3052.3569, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9442, predictive_accuracy: 0.9462, prior_entropy: 0.5883, recall: 0.9462, relative_absolute_error: 0.3535, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.6052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.7933, kb_relative_information_score: -2.8488, mean_absolute_error: 0.2429, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7372, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3484, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.8342, kappa: 0.222, kb_relative_information_score: 856.3427, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8393, predictive_accuracy: 0.867, prior_entropy: 0.5883, recall: 0.867, relative_absolute_error: 0.7617, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.8603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8361, f_measure: 0.8487, kappa: 0.3086, kb_relative_information_score: 955.3295, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8469, predictive_accuracy: 0.87, prior_entropy: 0.5883, recall: 0.87, relative_absolute_error: 0.6524, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3041, root_relative_squared_error: 0.8727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5869, f_measure: 0.8224, kappa: 0.156, kb_relative_information_score: 1474.0337, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8335, predictive_accuracy: 0.8642, prior_entropy: 0.5883, recall: 0.8642, relative_absolute_error: 0.5633, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3626, root_relative_squared_error: 1.0406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, f_measure: 0.8733, kappa: 0.4367, kb_relative_information_score: 1559.9393, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8714, predictive_accuracy: 0.8852, prior_entropy: 0.5883, recall: 0.8852, relative_absolute_error: 0.618, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.8579, kappa: 0.3307, kb_relative_information_score: 1677.6114, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8881, predictive_accuracy: 0.8876, prior_entropy: 0.5883, recall: 0.8876, relative_absolute_error: 0.6298, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.752, f_measure: 0.8378, kappa: 0.2697, kb_relative_information_score: 797.1185, mean_absolute_error: 0.1636, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8305, predictive_accuracy: 0.8564, prior_entropy: 0.5883, recall: 0.8564, relative_absolute_error: 0.6734, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.9777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.9433, kappa: 0.7584, kb_relative_information_score: 3583.5124, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9433, predictive_accuracy: 0.9454, prior_entropy: 0.5883, recall: 0.9454, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.6516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7316, f_measure: 0.8519, kappa: 0.3273, kb_relative_information_score: 200.2033, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8496, predictive_accuracy: 0.8712, prior_entropy: 0.5883, recall: 0.8712, relative_absolute_error: 0.7225, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.9709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7252, f_measure: 0.8625, kappa: 0.3976, kb_relative_information_score: 622.1211, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8579, predictive_accuracy: 0.8724, prior_entropy: 0.5883, recall: 0.8724, relative_absolute_error: 0.7909, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.9283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8622, f_measure: 0.9489, kappa: 0.7818, kb_relative_information_score: 3332.5038, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9495, predictive_accuracy: 0.951, prior_entropy: 0.5883, recall: 0.951, relative_absolute_error: 0.3322, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.6116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.8843, kappa: 0.5105, kb_relative_information_score: 1391.4743, mean_absolute_error: 0.1482, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8819, predictive_accuracy: 0.8876, prior_entropy: 0.5883, recall: 0.8876, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2895, root_relative_squared_error: 0.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.9538, kappa: 0.8014, kb_relative_information_score: 3376.6495, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9553, predictive_accuracy: 0.956, prior_entropy: 0.5883, recall: 0.956, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.195, root_relative_squared_error: 0.5595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, f_measure: 0.9255, kappa: 0.6802, kb_relative_information_score: 3161.7653, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9252, predictive_accuracy: 0.929, prior_entropy: 0.5883, recall: 0.929, relative_absolute_error: 0.2923, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.7647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5098, f_measure: 0.7995, kappa: 0.0327, kb_relative_information_score: 1357.715, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8173, predictive_accuracy: 0.8592, prior_entropy: 0.5883, recall: 0.8592, relative_absolute_error: 0.5796, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3752, root_relative_squared_error: 1.0769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.9302, kappa: 0.7029, kb_relative_information_score: 3254.8109, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9295, predictive_accuracy: 0.9326, prior_entropy: 0.5883, recall: 0.9326, relative_absolute_error: 0.2775, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2596, root_relative_squared_error: 0.7451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7624, f_measure: 0.9132, kappa: 0.6161, kb_relative_information_score: 2944.659, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9161, predictive_accuracy: 0.9206, prior_entropy: 0.5883, recall: 0.9206, relative_absolute_error: 0.3269, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5017, f_measure: 0.7943, kappa: 0.0056, kb_relative_information_score: 1337.0382, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7981, predictive_accuracy: 0.8584, prior_entropy: 0.5883, recall: 0.8584, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3763, root_relative_squared_error: 1.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.9249, kappa: 0.6836, kb_relative_information_score: 3104.9041, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.924, predictive_accuracy: 0.9268, prior_entropy: 0.5883, recall: 0.9268, relative_absolute_error: 0.3013, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2706, root_relative_squared_error: 0.7765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5941, f_measure: 0.8441, kappa: 0.2681, kb_relative_information_score: 1771.2509, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8573, predictive_accuracy: 0.8752, prior_entropy: 0.5883, recall: 0.8752, relative_absolute_error: 0.5138, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3533, root_relative_squared_error: 1.0139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7893, f_measure: 0.9067, kappa: 0.6069, kb_relative_information_score: 2644.8455, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9052, predictive_accuracy: 0.909, prior_entropy: 0.5883, recall: 0.909, relative_absolute_error: 0.3746, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3017, root_relative_squared_error: 0.8658,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7332, f_measure: 0.9023, kappa: 0.5633, kb_relative_information_score: 2727.5526, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9065, predictive_accuracy: 0.9122, prior_entropy: 0.5883, recall: 0.9122, relative_absolute_error: 0.3614, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.8504,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.7942, kappa: 0.0052, kb_relative_information_score: 1331.869, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7905, predictive_accuracy: 0.8582, prior_entropy: 0.5883, recall: 0.8582, relative_absolute_error: 0.5837, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3766, root_relative_squared_error: 1.0807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5542, f_measure: 0.8236, kappa: 0.1625, kb_relative_information_score: 1492.1142, mean_absolute_error: 0.1356, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8339, predictive_accuracy: 0.8644, prior_entropy: 0.5883, recall: 0.8644, relative_absolute_error: 0.5582, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3682, root_relative_squared_error: 1.0568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5211, f_measure: 0.807, kappa: 0.0698, kb_relative_information_score: 1466.2682, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.857, predictive_accuracy: 0.8634, prior_entropy: 0.5883, recall: 0.8634, relative_absolute_error: 0.5623, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3696, root_relative_squared_error: 1.0607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5473, f_measure: 0.8223, kappa: 0.149, kb_relative_information_score: 1605.8366, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8584, predictive_accuracy: 0.8688, prior_entropy: 0.5883, recall: 0.8688, relative_absolute_error: 0.5401, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3622, root_relative_squared_error: 1.0396,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7932, kappa: -0.0004, kb_relative_information_score: 1337.0382, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7372, predictive_accuracy: 0.8584, prior_entropy: 0.5883, recall: 0.8584, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3763, root_relative_squared_error: 1.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6789, f_measure: 0.8817, kappa: 0.46, kb_relative_information_score: 2360.5396, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.8899, predictive_accuracy: 0.898, prior_entropy: 0.5883, recall: 0.898, relative_absolute_error: 0.4199, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7685, f_measure: 0.9034, kappa: 0.5858, kb_relative_information_score: 2613.8303, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.9017, predictive_accuracy: 0.9078, prior_entropy: 0.5883, recall: 0.9078, relative_absolute_error: 0.3796, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.8715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1342.2074, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, predictive_accuracy: 0.8586, prior_entropy: 0.5883, recall: 0.8586, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.376, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.7942, kappa: 0.0052, kb_relative_information_score: 1331.869, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.2429, number_of_instances: 5000, precision: 0.7905, predictive_accuracy: 0.8582, prior_entropy: 0.5883, recall: 0.8582, relative_absolute_error: 0.5837, root_mean_prior_squared_error: 0.3484, root_mean_squared_error: 0.3766, root_relative_squared_error: 1.0807,

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