Task
Supervised Classification on credit-g

Supervised Classification on credit-g

Task 31 Supervised Classification credit-g 416626 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 python study_1 study_107 study_123 study_130 study_14 study_15 study_20 study_218 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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416626 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7599, f_measure: 0.7249, kappa: 0.3256, kb_relative_information_score: 0.1847, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.4202, weighted_recall: 0.737, number_of_instances: 1000, precision: 0.722, predictive_accuracy: 0.737, prior_entropy: 0.8813, relative_absolute_error: 0.7985, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4177, root_relative_squared_error: 0.9115, unweighted_recall: 0.6512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7674, f_measure: 0.7363, kappa: 0.3501, kb_relative_information_score: 0.1908, mean_absolute_error: 0.336, mean_prior_absolute_error: 0.4202, weighted_recall: 0.752, number_of_instances: 1000, precision: 0.737, predictive_accuracy: 0.752, prior_entropy: 0.8813, relative_absolute_error: 0.7997, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.8993, unweighted_recall: 0.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7561, f_measure: 0.7211, kappa: 0.3168, kb_relative_information_score: 0.1929, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4202, weighted_recall: 0.733, number_of_instances: 1000, precision: 0.7179, predictive_accuracy: 0.733, prior_entropy: 0.8813, relative_absolute_error: 0.7875, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.421, root_relative_squared_error: 0.9187, unweighted_recall: 0.6474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7484, f_measure: 0.6883, kappa: 0.2259, kb_relative_information_score: 0.1237, mean_absolute_error: 0.3641, mean_prior_absolute_error: 0.4202, weighted_recall: 0.73, number_of_instances: 1000, precision: 0.7083, predictive_accuracy: 0.73, prior_entropy: 0.8813, relative_absolute_error: 0.8667, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4217, root_relative_squared_error: 0.9203, unweighted_recall: 0.5938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7681, f_measure: 0.7337, kappa: 0.3467, kb_relative_information_score: 0.2109, mean_absolute_error: 0.3254, mean_prior_absolute_error: 0.4202, weighted_recall: 0.746, number_of_instances: 1000, precision: 0.7317, predictive_accuracy: 0.746, prior_entropy: 0.8813, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4125, root_relative_squared_error: 0.9002, unweighted_recall: 0.6605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.7262, kappa: 0.328, kb_relative_information_score: 0.2084, mean_absolute_error: 0.3257, mean_prior_absolute_error: 0.4202, weighted_recall: 0.739, number_of_instances: 1000, precision: 0.7237, predictive_accuracy: 0.739, prior_entropy: 0.8813, relative_absolute_error: 0.7751, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.9046, unweighted_recall: 0.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7711, f_measure: 0.7369, kappa: 0.3566, kb_relative_information_score: 0.2091, mean_absolute_error: 0.3254, mean_prior_absolute_error: 0.4202, weighted_recall: 0.747, number_of_instances: 1000, precision: 0.7342, predictive_accuracy: 0.747, prior_entropy: 0.8813, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4133, root_relative_squared_error: 0.902, unweighted_recall: 0.6669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7573, f_measure: 0.7102, kappa: 0.2876, kb_relative_information_score: 0.1806, mean_absolute_error: 0.3394, mean_prior_absolute_error: 0.4202, weighted_recall: 0.725, number_of_instances: 1000, precision: 0.7069, predictive_accuracy: 0.725, prior_entropy: 0.8813, relative_absolute_error: 0.8078, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4168, root_relative_squared_error: 0.9096, unweighted_recall: 0.6321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.73, f_measure: 0.6811, kappa: 0.2098, kb_relative_information_score: 0.127, mean_absolute_error: 0.3585, mean_prior_absolute_error: 0.4202, weighted_recall: 0.707, number_of_instances: 1000, precision: 0.679, predictive_accuracy: 0.707, prior_entropy: 0.8813, relative_absolute_error: 0.8531, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4278, root_relative_squared_error: 0.9335, unweighted_recall: 0.5926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7442, f_measure: 0.7211, kappa: 0.3168, kb_relative_information_score: 0.2014, mean_absolute_error: 0.3255, mean_prior_absolute_error: 0.4202, weighted_recall: 0.733, number_of_instances: 1000, precision: 0.7179, predictive_accuracy: 0.733, prior_entropy: 0.8813, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4263, root_relative_squared_error: 0.9303, unweighted_recall: 0.6474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7799, f_measure: 0.7435, kappa: 0.3692, kb_relative_information_score: 0.233, mean_absolute_error: 0.3176, mean_prior_absolute_error: 0.4202, weighted_recall: 0.757, number_of_instances: 1000, precision: 0.7434, predictive_accuracy: 0.757, prior_entropy: 0.8813, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.8898, unweighted_recall: 0.6693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7425, f_measure: 0.7079, kappa: 0.2801, kb_relative_information_score: 0.1591, mean_absolute_error: 0.3446, mean_prior_absolute_error: 0.4202, weighted_recall: 0.725, number_of_instances: 1000, precision: 0.7054, predictive_accuracy: 0.725, prior_entropy: 0.8813, relative_absolute_error: 0.8202, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4249, root_relative_squared_error: 0.9272, unweighted_recall: 0.6274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7782, f_measure: 0.751, kappa: 0.3885, kb_relative_information_score: 0.2253, mean_absolute_error: 0.3202, mean_prior_absolute_error: 0.4202, weighted_recall: 0.763, number_of_instances: 1000, precision: 0.7506, predictive_accuracy: 0.763, prior_entropy: 0.8813, relative_absolute_error: 0.7621, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.8896, unweighted_recall: 0.6793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.7247, kappa: 0.3283, kb_relative_information_score: 0.217, mean_absolute_error: 0.3194, mean_prior_absolute_error: 0.4202, weighted_recall: 0.734, number_of_instances: 1000, precision: 0.7211, predictive_accuracy: 0.734, prior_entropy: 0.8813, relative_absolute_error: 0.7602, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4218, root_relative_squared_error: 0.9204, unweighted_recall: 0.6548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7645, f_measure: 0.7256, kappa: 0.323, kb_relative_information_score: 0.181, mean_absolute_error: 0.3384, mean_prior_absolute_error: 0.4202, weighted_recall: 0.743, number_of_instances: 1000, precision: 0.726, predictive_accuracy: 0.743, prior_entropy: 0.8813, relative_absolute_error: 0.8054, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.415, root_relative_squared_error: 0.9057, unweighted_recall: 0.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7612, f_measure: 0.7249, kappa: 0.3229, kb_relative_information_score: 0.1937, mean_absolute_error: 0.333, mean_prior_absolute_error: 0.4202, weighted_recall: 0.74, number_of_instances: 1000, precision: 0.7235, predictive_accuracy: 0.74, prior_entropy: 0.8813, relative_absolute_error: 0.7925, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4153, root_relative_squared_error: 0.9063, unweighted_recall: 0.6476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7632, f_measure: 0.7303, kappa: 0.3391, kb_relative_information_score: 0.2051, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.4202, weighted_recall: 0.742, number_of_instances: 1000, precision: 0.7277, predictive_accuracy: 0.742, prior_entropy: 0.8813, relative_absolute_error: 0.7757, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4168, root_relative_squared_error: 0.9096, unweighted_recall: 0.6576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7687, f_measure: 0.7202, kappa: 0.3101, kb_relative_information_score: 0.1905, mean_absolute_error: 0.336, mean_prior_absolute_error: 0.4202, weighted_recall: 0.737, number_of_instances: 1000, precision: 0.7192, predictive_accuracy: 0.737, prior_entropy: 0.8813, relative_absolute_error: 0.7996, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4125, root_relative_squared_error: 0.9001, unweighted_recall: 0.6407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7669, f_measure: 0.7355, kappa: 0.3497, kb_relative_information_score: 0.2029, mean_absolute_error: 0.3287, mean_prior_absolute_error: 0.4202, weighted_recall: 0.749, number_of_instances: 1000, precision: 0.7344, predictive_accuracy: 0.749, prior_entropy: 0.8813, relative_absolute_error: 0.7823, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4132, root_relative_squared_error: 0.9017, unweighted_recall: 0.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.771, f_measure: 0.7477, kappa: 0.3795, kb_relative_information_score: 0.2098, mean_absolute_error: 0.3264, mean_prior_absolute_error: 0.4202, weighted_recall: 0.761, number_of_instances: 1000, precision: 0.748, predictive_accuracy: 0.761, prior_entropy: 0.8813, relative_absolute_error: 0.7769, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.41, root_relative_squared_error: 0.8948, unweighted_recall: 0.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7527, f_measure: 0.7279, kappa: 0.3318, kb_relative_information_score: 0.1815, mean_absolute_error: 0.3385, mean_prior_absolute_error: 0.4202, weighted_recall: 0.741, number_of_instances: 1000, precision: 0.7257, predictive_accuracy: 0.741, prior_entropy: 0.8813, relative_absolute_error: 0.8056, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.9151, unweighted_recall: 0.6531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.766, f_measure: 0.7216, kappa: 0.3103, kb_relative_information_score: 0.1754, mean_absolute_error: 0.3434, mean_prior_absolute_error: 0.4202, weighted_recall: 0.744, number_of_instances: 1000, precision: 0.7261, predictive_accuracy: 0.744, prior_entropy: 0.8813, relative_absolute_error: 0.8172, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4129, root_relative_squared_error: 0.9011, unweighted_recall: 0.6371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7368, f_measure: 0.7118, kappa: 0.2976, kb_relative_information_score: 0.21, mean_absolute_error: 0.3181, mean_prior_absolute_error: 0.4202, weighted_recall: 0.721, number_of_instances: 1000, precision: 0.7076, predictive_accuracy: 0.721, prior_entropy: 0.8813, relative_absolute_error: 0.7572, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4343, root_relative_squared_error: 0.9478, unweighted_recall: 0.6407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7628, f_measure: 0.7232, kappa: 0.3182, kb_relative_information_score: 0.1918, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.4202, weighted_recall: 0.739, number_of_instances: 1000, precision: 0.722, predictive_accuracy: 0.739, prior_entropy: 0.8813, relative_absolute_error: 0.7976, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4142, root_relative_squared_error: 0.9038, unweighted_recall: 0.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7678, f_measure: 0.7462, kappa: 0.3782, kb_relative_information_score: 0.2137, mean_absolute_error: 0.3251, mean_prior_absolute_error: 0.4202, weighted_recall: 0.757, number_of_instances: 1000, precision: 0.7446, predictive_accuracy: 0.757, prior_entropy: 0.8813, relative_absolute_error: 0.7738, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4126, root_relative_squared_error: 0.9003, unweighted_recall: 0.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7646, f_measure: 0.7296, kappa: 0.3356, kb_relative_information_score: 0.2035, mean_absolute_error: 0.3287, mean_prior_absolute_error: 0.4202, weighted_recall: 0.743, number_of_instances: 1000, precision: 0.7277, predictive_accuracy: 0.743, prior_entropy: 0.8813, relative_absolute_error: 0.7822, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4133, root_relative_squared_error: 0.902, unweighted_recall: 0.6545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7546, f_measure: 0.7089, kappa: 0.2812, kb_relative_information_score: 0.1606, mean_absolute_error: 0.3459, mean_prior_absolute_error: 0.4202, weighted_recall: 0.728, number_of_instances: 1000, precision: 0.7077, predictive_accuracy: 0.728, prior_entropy: 0.8813, relative_absolute_error: 0.8233, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.418, root_relative_squared_error: 0.9121, unweighted_recall: 0.6267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7588, f_measure: 0.7148, kappa: 0.2983, kb_relative_information_score: 0.1733, mean_absolute_error: 0.3415, mean_prior_absolute_error: 0.4202, weighted_recall: 0.73, number_of_instances: 1000, precision: 0.7122, predictive_accuracy: 0.73, prior_entropy: 0.8813, relative_absolute_error: 0.8128, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4164, root_relative_squared_error: 0.9086, unweighted_recall: 0.6367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7524, f_measure: 0.7203, kappa: 0.3149, kb_relative_information_score: 0.2186, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4202, weighted_recall: 0.732, number_of_instances: 1000, precision: 0.7169, predictive_accuracy: 0.732, prior_entropy: 0.8813, relative_absolute_error: 0.7535, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4284, root_relative_squared_error: 0.9348, unweighted_recall: 0.6467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7684, f_measure: 0.7196, kappa: 0.3036, kb_relative_information_score: 0.1494, mean_absolute_error: 0.3542, mean_prior_absolute_error: 0.4202, weighted_recall: 0.749, number_of_instances: 1000, precision: 0.7338, predictive_accuracy: 0.749, prior_entropy: 0.8813, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.414, root_relative_squared_error: 0.9034, unweighted_recall: 0.6302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.7162, kappa: 0.2965, kb_relative_information_score: 0.1526, mean_absolute_error: 0.3518, mean_prior_absolute_error: 0.4202, weighted_recall: 0.74, number_of_instances: 1000, precision: 0.7209, predictive_accuracy: 0.74, prior_entropy: 0.8813, relative_absolute_error: 0.8372, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4161, root_relative_squared_error: 0.9081, unweighted_recall: 0.6305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7324, f_measure: 0.6893, kappa: 0.2289, kb_relative_information_score: 0.1207, mean_absolute_error: 0.3614, mean_prior_absolute_error: 0.4202, weighted_recall: 0.719, number_of_instances: 1000, precision: 0.6925, predictive_accuracy: 0.719, prior_entropy: 0.8813, relative_absolute_error: 0.8602, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4257, root_relative_squared_error: 0.929, unweighted_recall: 0.5993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7491, f_measure: 0.7289, kappa: 0.3376, kb_relative_information_score: 0.2151, mean_absolute_error: 0.3211, mean_prior_absolute_error: 0.4202, weighted_recall: 0.739, number_of_instances: 1000, precision: 0.7257, predictive_accuracy: 0.739, prior_entropy: 0.8813, relative_absolute_error: 0.7643, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.9249, unweighted_recall: 0.6583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7631, f_measure: 0.7208, kappa: 0.31, kb_relative_information_score: 0.169, mean_absolute_error: 0.3457, mean_prior_absolute_error: 0.4202, weighted_recall: 0.74, number_of_instances: 1000, precision: 0.7218, predictive_accuracy: 0.74, prior_entropy: 0.8813, relative_absolute_error: 0.8229, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4141, root_relative_squared_error: 0.9036, unweighted_recall: 0.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.7237, kappa: 0.3224, kb_relative_information_score: 0.1779, mean_absolute_error: 0.3373, mean_prior_absolute_error: 0.4202, weighted_recall: 0.736, number_of_instances: 1000, precision: 0.7208, predictive_accuracy: 0.736, prior_entropy: 0.8813, relative_absolute_error: 0.8029, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4221, root_relative_squared_error: 0.9211, unweighted_recall: 0.6495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7559, f_measure: 0.7178, kappa: 0.3084, kb_relative_information_score: 0.1721, mean_absolute_error: 0.3404, mean_prior_absolute_error: 0.4202, weighted_recall: 0.73, number_of_instances: 1000, precision: 0.7144, predictive_accuracy: 0.73, prior_entropy: 0.8813, relative_absolute_error: 0.8101, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4197, root_relative_squared_error: 0.9158, unweighted_recall: 0.6433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7735, f_measure: 0.738, kappa: 0.3555, kb_relative_information_score: 0.1963, mean_absolute_error: 0.3332, mean_prior_absolute_error: 0.4202, weighted_recall: 0.752, number_of_instances: 1000, precision: 0.7376, predictive_accuracy: 0.752, prior_entropy: 0.8813, relative_absolute_error: 0.7929, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4102, root_relative_squared_error: 0.8952, unweighted_recall: 0.6629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7538, f_measure: 0.708, kappa: 0.2765, kb_relative_information_score: 0.1621, mean_absolute_error: 0.3477, mean_prior_absolute_error: 0.4202, weighted_recall: 0.732, number_of_instances: 1000, precision: 0.7108, predictive_accuracy: 0.732, prior_entropy: 0.8813, relative_absolute_error: 0.8276, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.418, root_relative_squared_error: 0.9122, unweighted_recall: 0.6219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7592, f_measure: 0.7211, kappa: 0.3177, kb_relative_information_score: 0.2059, mean_absolute_error: 0.3242, mean_prior_absolute_error: 0.4202, weighted_recall: 0.732, number_of_instances: 1000, precision: 0.7176, predictive_accuracy: 0.732, prior_entropy: 0.8813, relative_absolute_error: 0.7716, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.9182, unweighted_recall: 0.6486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7308, f_measure: 0.719, kappa: 0.3087, kb_relative_information_score: 0.1508, mean_absolute_error: 0.3505, mean_prior_absolute_error: 0.4202, weighted_recall: 0.734, number_of_instances: 1000, precision: 0.7168, predictive_accuracy: 0.734, prior_entropy: 0.8813, relative_absolute_error: 0.8343, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.427, root_relative_squared_error: 0.9318, unweighted_recall: 0.6414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7313, f_measure: 0.6492, kappa: 0.1381, kb_relative_information_score: 0.0966, mean_absolute_error: 0.3756, mean_prior_absolute_error: 0.4202, weighted_recall: 0.718, number_of_instances: 1000, precision: 0.6967, predictive_accuracy: 0.718, prior_entropy: 0.8813, relative_absolute_error: 0.894, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.427, root_relative_squared_error: 0.9318, unweighted_recall: 0.5538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7529, f_measure: 0.711, kappa: 0.2865, kb_relative_information_score: 0.1832, mean_absolute_error: 0.3356, mean_prior_absolute_error: 0.4202, weighted_recall: 0.73, number_of_instances: 1000, precision: 0.7101, predictive_accuracy: 0.73, prior_entropy: 0.8813, relative_absolute_error: 0.7988, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.9153, unweighted_recall: 0.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7426, f_measure: 0.6598, kappa: 0.1626, kb_relative_information_score: 0.1015, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.4202, weighted_recall: 0.724, number_of_instances: 1000, precision: 0.7089, predictive_accuracy: 0.724, prior_entropy: 0.8813, relative_absolute_error: 0.8916, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4249, root_relative_squared_error: 0.9272, unweighted_recall: 0.5638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7445, f_measure: 0.702, kappa: 0.2638, kb_relative_information_score: 0.1653, mean_absolute_error: 0.3418, mean_prior_absolute_error: 0.4202, weighted_recall: 0.722, number_of_instances: 1000, precision: 0.7003, predictive_accuracy: 0.722, prior_entropy: 0.8813, relative_absolute_error: 0.8135, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4232, root_relative_squared_error: 0.9236, unweighted_recall: 0.6186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.746, f_measure: 0.6755, kappa: 0.196, kb_relative_information_score: 0.1158, mean_absolute_error: 0.3678, mean_prior_absolute_error: 0.4202, weighted_recall: 0.726, number_of_instances: 1000, precision: 0.7043, predictive_accuracy: 0.726, prior_entropy: 0.8813, relative_absolute_error: 0.8753, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.9214, unweighted_recall: 0.5795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7525, f_measure: 0.719, kappa: 0.3087, kb_relative_information_score: 0.1844, mean_absolute_error: 0.3362, mean_prior_absolute_error: 0.4202, weighted_recall: 0.734, number_of_instances: 1000, precision: 0.7168, predictive_accuracy: 0.734, prior_entropy: 0.8813, relative_absolute_error: 0.8002, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4196, root_relative_squared_error: 0.9156, unweighted_recall: 0.6414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7681, f_measure: 0.7214, kappa: 0.3124, kb_relative_information_score: 0.1951, mean_absolute_error: 0.3343, mean_prior_absolute_error: 0.4202, weighted_recall: 0.739, number_of_instances: 1000, precision: 0.7212, predictive_accuracy: 0.739, prior_entropy: 0.8813, relative_absolute_error: 0.7956, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4134, root_relative_squared_error: 0.9022, unweighted_recall: 0.6412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7404, f_measure: 0.7202, kappa: 0.3209, kb_relative_information_score: 0.2179, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.4202, weighted_recall: 0.727, number_of_instances: 1000, precision: 0.7165, predictive_accuracy: 0.727, prior_entropy: 0.8813, relative_absolute_error: 0.7513, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4349, root_relative_squared_error: 0.9491, unweighted_recall: 0.6536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7626, f_measure: 0.7354, kappa: 0.3466, kb_relative_information_score: 0.1739, mean_absolute_error: 0.3424, mean_prior_absolute_error: 0.4202, weighted_recall: 0.753, number_of_instances: 1000, precision: 0.7377, predictive_accuracy: 0.753, prior_entropy: 0.8813, relative_absolute_error: 0.815, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4136, root_relative_squared_error: 0.9026, unweighted_recall: 0.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.7435, kappa: 0.3657, kb_relative_information_score: 0.1723, mean_absolute_error: 0.3446, mean_prior_absolute_error: 0.4202, weighted_recall: 0.762, number_of_instances: 1000, precision: 0.7486, predictive_accuracy: 0.762, prior_entropy: 0.8813, relative_absolute_error: 0.8202, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4129, root_relative_squared_error: 0.901, unweighted_recall: 0.6633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7473, f_measure: 0.7195, kappa: 0.3111, kb_relative_information_score: 0.1772, mean_absolute_error: 0.3385, mean_prior_absolute_error: 0.4202, weighted_recall: 0.733, number_of_instances: 1000, precision: 0.7166, predictive_accuracy: 0.733, prior_entropy: 0.8813, relative_absolute_error: 0.8057, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4206, root_relative_squared_error: 0.9178, unweighted_recall: 0.6436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7573, f_measure: 0.7199, kappa: 0.3135, kb_relative_information_score: 0.1929, mean_absolute_error: 0.3318, mean_prior_absolute_error: 0.4202, weighted_recall: 0.732, number_of_instances: 1000, precision: 0.7166, predictive_accuracy: 0.732, prior_entropy: 0.8813, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4188, root_relative_squared_error: 0.9139, unweighted_recall: 0.6457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7671, f_measure: 0.7361, kappa: 0.3621, kb_relative_information_score: 0.251, mean_absolute_error: 0.3036, mean_prior_absolute_error: 0.4202, weighted_recall: 0.741, number_of_instances: 1000, precision: 0.7332, predictive_accuracy: 0.741, prior_entropy: 0.8813, relative_absolute_error: 0.7227, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.424, root_relative_squared_error: 0.9253, unweighted_recall: 0.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7557, f_measure: 0.7316, kappa: 0.3382, kb_relative_information_score: 0.1871, mean_absolute_error: 0.3347, mean_prior_absolute_error: 0.4202, weighted_recall: 0.748, number_of_instances: 1000, precision: 0.7321, predictive_accuracy: 0.748, prior_entropy: 0.8813, relative_absolute_error: 0.7966, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4182, root_relative_squared_error: 0.9126, unweighted_recall: 0.6533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7297, f_measure: 0.6019, kappa: 0.0455, kb_relative_information_score: 0.0786, mean_absolute_error: 0.3802, mean_prior_absolute_error: 0.4202, weighted_recall: 0.706, number_of_instances: 1000, precision: 0.69, predictive_accuracy: 0.706, prior_entropy: 0.8813, relative_absolute_error: 0.9049, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4292, root_relative_squared_error: 0.9365, unweighted_recall: 0.5167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7347, f_measure: 0.695, kappa: 0.2432, kb_relative_information_score: 0.1297, mean_absolute_error: 0.3584, mean_prior_absolute_error: 0.4202, weighted_recall: 0.723, number_of_instances: 1000, precision: 0.6982, predictive_accuracy: 0.723, prior_entropy: 0.8813, relative_absolute_error: 0.8531, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4246, root_relative_squared_error: 0.9266, unweighted_recall: 0.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7766, f_measure: 0.7336, kappa: 0.341, kb_relative_information_score: 0.1799, mean_absolute_error: 0.3414, mean_prior_absolute_error: 0.4202, weighted_recall: 0.753, number_of_instances: 1000, precision: 0.7375, predictive_accuracy: 0.753, prior_entropy: 0.8813, relative_absolute_error: 0.8126, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4096, root_relative_squared_error: 0.8937, unweighted_recall: 0.6521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7499, f_measure: 0.7196, kappa: 0.3076, kb_relative_information_score: 0.1728, mean_absolute_error: 0.343, mean_prior_absolute_error: 0.4202, weighted_recall: 0.738, number_of_instances: 1000, precision: 0.7198, predictive_accuracy: 0.738, prior_entropy: 0.8813, relative_absolute_error: 0.8164, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4192, root_relative_squared_error: 0.9149, unweighted_recall: 0.6386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.7334, kappa: 0.3429, kb_relative_information_score: 0.2163, mean_absolute_error: 0.3241, mean_prior_absolute_error: 0.4202, weighted_recall: 0.749, number_of_instances: 1000, precision: 0.7335, predictive_accuracy: 0.749, prior_entropy: 0.8813, relative_absolute_error: 0.7713, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4155, root_relative_squared_error: 0.9068, unweighted_recall: 0.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7322, f_measure: 0.6687, kappa: 0.1783, kb_relative_information_score: 0.1139, mean_absolute_error: 0.366, mean_prior_absolute_error: 0.4202, weighted_recall: 0.718, number_of_instances: 1000, precision: 0.689, predictive_accuracy: 0.718, prior_entropy: 0.8813, relative_absolute_error: 0.871, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4251, root_relative_squared_error: 0.9276, unweighted_recall: 0.5729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7579, f_measure: 0.7466, kappa: 0.3795, kb_relative_information_score: 0.2288, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.4202, weighted_recall: 0.757, number_of_instances: 1000, precision: 0.7448, predictive_accuracy: 0.757, prior_entropy: 0.8813, relative_absolute_error: 0.7545, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.419, root_relative_squared_error: 0.9144, unweighted_recall: 0.6769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.77, f_measure: 0.7329, kappa: 0.3432, kb_relative_information_score: 0.1967, mean_absolute_error: 0.3328, mean_prior_absolute_error: 0.4202, weighted_recall: 0.747, number_of_instances: 1000, precision: 0.7319, predictive_accuracy: 0.747, prior_entropy: 0.8813, relative_absolute_error: 0.792, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4125, root_relative_squared_error: 0.9001, unweighted_recall: 0.6574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7583, f_measure: 0.7117, kappa: 0.2841, kb_relative_information_score: 0.1515, mean_absolute_error: 0.3529, mean_prior_absolute_error: 0.4202, weighted_recall: 0.74, number_of_instances: 1000, precision: 0.7209, predictive_accuracy: 0.74, prior_entropy: 0.8813, relative_absolute_error: 0.84, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4173, root_relative_squared_error: 0.9107, unweighted_recall: 0.6229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7612, f_measure: 0.6953, kappa: 0.2436, kb_relative_information_score: 0.1301, mean_absolute_error: 0.3635, mean_prior_absolute_error: 0.4202, weighted_recall: 0.738, number_of_instances: 1000, precision: 0.7226, predictive_accuracy: 0.738, prior_entropy: 0.8813, relative_absolute_error: 0.8652, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.418, root_relative_squared_error: 0.9121, unweighted_recall: 0.6005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7703, f_measure: 0.732, kappa: 0.3429, kb_relative_information_score: 0.2086, mean_absolute_error: 0.3258, mean_prior_absolute_error: 0.4202, weighted_recall: 0.744, number_of_instances: 1000, precision: 0.7297, predictive_accuracy: 0.744, prior_entropy: 0.8813, relative_absolute_error: 0.7754, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.412, root_relative_squared_error: 0.899, unweighted_recall: 0.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7593, f_measure: 0.7197, kappa: 0.3054, kb_relative_information_score: 0.1729, mean_absolute_error: 0.342, mean_prior_absolute_error: 0.4202, weighted_recall: 0.743, number_of_instances: 1000, precision: 0.7248, predictive_accuracy: 0.743, prior_entropy: 0.8813, relative_absolute_error: 0.8141, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4167, root_relative_squared_error: 0.9094, unweighted_recall: 0.6345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7548, f_measure: 0.7136, kappa: 0.2992, kb_relative_information_score: 0.195, mean_absolute_error: 0.3294, mean_prior_absolute_error: 0.4202, weighted_recall: 0.725, number_of_instances: 1000, precision: 0.7097, predictive_accuracy: 0.725, prior_entropy: 0.8813, relative_absolute_error: 0.7839, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4205, root_relative_squared_error: 0.9175, unweighted_recall: 0.6398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7639, f_measure: 0.7101, kappa: 0.281, kb_relative_information_score: 0.1722, mean_absolute_error: 0.3437, mean_prior_absolute_error: 0.4202, weighted_recall: 0.736, number_of_instances: 1000, precision: 0.7156, predictive_accuracy: 0.736, prior_entropy: 0.8813, relative_absolute_error: 0.818, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4136, root_relative_squared_error: 0.9026, unweighted_recall: 0.6229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.7169, kappa: 0.3035, kb_relative_information_score: 0.1852, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.4202, weighted_recall: 0.732, number_of_instances: 1000, precision: 0.7145, predictive_accuracy: 0.732, prior_entropy: 0.8813, relative_absolute_error: 0.7977, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4209, root_relative_squared_error: 0.9184, unweighted_recall: 0.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7565, f_measure: 0.7176, kappa: 0.3017, kb_relative_information_score: 0.1678, mean_absolute_error: 0.3444, mean_prior_absolute_error: 0.4202, weighted_recall: 0.738, number_of_instances: 1000, precision: 0.7191, predictive_accuracy: 0.738, prior_entropy: 0.8813, relative_absolute_error: 0.8197, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4172, root_relative_squared_error: 0.9105, unweighted_recall: 0.6348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7404, f_measure: 0.6578, kappa: 0.1547, kb_relative_information_score: 0.1032, mean_absolute_error: 0.3737, mean_prior_absolute_error: 0.4202, weighted_recall: 0.717, number_of_instances: 1000, precision: 0.6892, predictive_accuracy: 0.717, prior_entropy: 0.8813, relative_absolute_error: 0.8894, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4259, root_relative_squared_error: 0.9293, unweighted_recall: 0.5617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.74, f_measure: 0.639, kappa: 0.1119, kb_relative_information_score: 0.1002, mean_absolute_error: 0.3718, mean_prior_absolute_error: 0.4202, weighted_recall: 0.708, number_of_instances: 1000, precision: 0.6705, predictive_accuracy: 0.708, prior_entropy: 0.8813, relative_absolute_error: 0.8849, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4249, root_relative_squared_error: 0.9272, unweighted_recall: 0.5438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7591, f_measure: 0.7329, kappa: 0.344, kb_relative_information_score: 0.2088, mean_absolute_error: 0.3258, mean_prior_absolute_error: 0.4202, weighted_recall: 0.746, number_of_instances: 1000, precision: 0.7313, predictive_accuracy: 0.746, prior_entropy: 0.8813, relative_absolute_error: 0.7754, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4176, root_relative_squared_error: 0.9114, unweighted_recall: 0.6586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7357, f_measure: 0.6655, kappa: 0.1726, kb_relative_information_score: 0.1015, mean_absolute_error: 0.3724, mean_prior_absolute_error: 0.4202, weighted_recall: 0.721, number_of_instances: 1000, precision: 0.6963, predictive_accuracy: 0.721, prior_entropy: 0.8813, relative_absolute_error: 0.8862, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4256, root_relative_squared_error: 0.9286, unweighted_recall: 0.5693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7465, f_measure: 0.7168, kappa: 0.2998, kb_relative_information_score: 0.1663, mean_absolute_error: 0.3442, mean_prior_absolute_error: 0.4202, weighted_recall: 0.737, number_of_instances: 1000, precision: 0.718, predictive_accuracy: 0.737, prior_entropy: 0.8813, relative_absolute_error: 0.8192, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4223, root_relative_squared_error: 0.9215, unweighted_recall: 0.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7598, f_measure: 0.7405, kappa: 0.3732, kb_relative_information_score: 0.252, mean_absolute_error: 0.3056, mean_prior_absolute_error: 0.4202, weighted_recall: 0.745, number_of_instances: 1000, precision: 0.7378, predictive_accuracy: 0.745, prior_entropy: 0.8813, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4279, root_relative_squared_error: 0.9337, unweighted_recall: 0.6807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7467, f_measure: 0.7265, kappa: 0.335, kb_relative_information_score: 0.224, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.4202, weighted_recall: 0.734, number_of_instances: 1000, precision: 0.7229, predictive_accuracy: 0.734, prior_entropy: 0.8813, relative_absolute_error: 0.7513, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4287, root_relative_squared_error: 0.9356, unweighted_recall: 0.6595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7713, f_measure: 0.7249, kappa: 0.3238, kb_relative_information_score: 0.1928, mean_absolute_error: 0.3326, mean_prior_absolute_error: 0.4202, weighted_recall: 0.739, number_of_instances: 1000, precision: 0.7229, predictive_accuracy: 0.739, prior_entropy: 0.8813, relative_absolute_error: 0.7917, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4133, root_relative_squared_error: 0.902, unweighted_recall: 0.6488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7721, f_measure: 0.7356, kappa: 0.3455, kb_relative_information_score: 0.1788, mean_absolute_error: 0.3419, mean_prior_absolute_error: 0.4202, weighted_recall: 0.756, number_of_instances: 1000, precision: 0.7413, predictive_accuracy: 0.756, prior_entropy: 0.8813, relative_absolute_error: 0.8138, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4117, root_relative_squared_error: 0.8984, unweighted_recall: 0.6533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7704, f_measure: 0.7389, kappa: 0.3567, kb_relative_information_score: 0.1912, mean_absolute_error: 0.3356, mean_prior_absolute_error: 0.4202, weighted_recall: 0.754, number_of_instances: 1000, precision: 0.7394, predictive_accuracy: 0.754, prior_entropy: 0.8813, relative_absolute_error: 0.7988, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4105, root_relative_squared_error: 0.8957, unweighted_recall: 0.6624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.7258, kappa: 0.3266, kb_relative_information_score: 0.1991, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4202, weighted_recall: 0.739, number_of_instances: 1000, precision: 0.7234, predictive_accuracy: 0.739, prior_entropy: 0.8813, relative_absolute_error: 0.7835, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4166, root_relative_squared_error: 0.9091, unweighted_recall: 0.6507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7444, f_measure: 0.7253, kappa: 0.327, kb_relative_information_score: 0.2185, mean_absolute_error: 0.318, mean_prior_absolute_error: 0.4202, weighted_recall: 0.737, number_of_instances: 1000, precision: 0.7223, predictive_accuracy: 0.737, prior_entropy: 0.8813, relative_absolute_error: 0.7568, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4307, root_relative_squared_error: 0.94, unweighted_recall: 0.6521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7653, f_measure: 0.727, kappa: 0.3355, kb_relative_information_score: 0.2129, mean_absolute_error: 0.3212, mean_prior_absolute_error: 0.4202, weighted_recall: 0.735, number_of_instances: 1000, precision: 0.7234, predictive_accuracy: 0.735, prior_entropy: 0.8813, relative_absolute_error: 0.7644, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.419, root_relative_squared_error: 0.9143, unweighted_recall: 0.6593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.738, f_measure: 0.7088, kappa: 0.2784, kb_relative_information_score: 0.1446, mean_absolute_error: 0.3542, mean_prior_absolute_error: 0.4202, weighted_recall: 0.733, number_of_instances: 1000, precision: 0.712, predictive_accuracy: 0.733, prior_entropy: 0.8813, relative_absolute_error: 0.8431, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4249, root_relative_squared_error: 0.9271, unweighted_recall: 0.6226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7624, f_measure: 0.739, kappa: 0.3643, kb_relative_information_score: 0.2379, mean_absolute_error: 0.3114, mean_prior_absolute_error: 0.4202, weighted_recall: 0.747, number_of_instances: 1000, precision: 0.736, predictive_accuracy: 0.747, prior_entropy: 0.8813, relative_absolute_error: 0.7412, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4189, root_relative_squared_error: 0.9142, unweighted_recall: 0.6726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.767, f_measure: 0.7323, kappa: 0.3487, kb_relative_information_score: 0.2345, mean_absolute_error: 0.3119, mean_prior_absolute_error: 0.4202, weighted_recall: 0.74, number_of_instances: 1000, precision: 0.729, predictive_accuracy: 0.74, prior_entropy: 0.8813, relative_absolute_error: 0.7423, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4195, root_relative_squared_error: 0.9153, unweighted_recall: 0.6657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, f_measure: 0.7376, kappa: 0.3534, kb_relative_information_score: 0.198, mean_absolute_error: 0.3324, mean_prior_absolute_error: 0.4202, weighted_recall: 0.753, number_of_instances: 1000, precision: 0.7382, predictive_accuracy: 0.753, prior_entropy: 0.8813, relative_absolute_error: 0.7911, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4103, root_relative_squared_error: 0.8953, unweighted_recall: 0.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7452, f_measure: 0.69, kappa: 0.2299, kb_relative_information_score: 0.1321, mean_absolute_error: 0.3619, mean_prior_absolute_error: 0.4202, weighted_recall: 0.724, number_of_instances: 1000, precision: 0.6984, predictive_accuracy: 0.724, prior_entropy: 0.8813, relative_absolute_error: 0.8614, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4224, root_relative_squared_error: 0.9217, unweighted_recall: 0.5981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7359, f_measure: 0.7094, kappa: 0.2901, kb_relative_information_score: 0.1777, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.4202, weighted_recall: 0.72, number_of_instances: 1000, precision: 0.7051, predictive_accuracy: 0.72, prior_entropy: 0.8813, relative_absolute_error: 0.7933, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4323, root_relative_squared_error: 0.9434, unweighted_recall: 0.6362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7567, f_measure: 0.7605, kappa: 0.4165, kb_relative_information_score: 0.2579, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.4202, weighted_recall: 0.768, number_of_instances: 1000, precision: 0.7585, predictive_accuracy: 0.768, prior_entropy: 0.8813, relative_absolute_error: 0.7285, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4212, root_relative_squared_error: 0.9192, unweighted_recall: 0.6971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7559, f_measure: 0.7261, kappa: 0.3298, kb_relative_information_score: 0.2053, mean_absolute_error: 0.3228, mean_prior_absolute_error: 0.4202, weighted_recall: 0.737, number_of_instances: 1000, precision: 0.7229, predictive_accuracy: 0.737, prior_entropy: 0.8813, relative_absolute_error: 0.7684, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4225, root_relative_squared_error: 0.922, unweighted_recall: 0.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7579, f_measure: 0.7315, kappa: 0.3432, kb_relative_information_score: 0.2085, mean_absolute_error: 0.3247, mean_prior_absolute_error: 0.4202, weighted_recall: 0.742, number_of_instances: 1000, precision: 0.7286, predictive_accuracy: 0.742, prior_entropy: 0.8813, relative_absolute_error: 0.7727, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4202, root_relative_squared_error: 0.9169, unweighted_recall: 0.6605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7745, f_measure: 0.7324, kappa: 0.3393, kb_relative_information_score: 0.1991, mean_absolute_error: 0.3331, mean_prior_absolute_error: 0.4202, weighted_recall: 0.75, number_of_instances: 1000, precision: 0.7342, predictive_accuracy: 0.75, prior_entropy: 0.8813, relative_absolute_error: 0.7929, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4089, root_relative_squared_error: 0.8922, unweighted_recall: 0.6529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7314, f_measure: 0.6939, kappa: 0.2431, kb_relative_information_score: 0.1297, mean_absolute_error: 0.3567, mean_prior_absolute_error: 0.4202, weighted_recall: 0.716, number_of_instances: 1000, precision: 0.6921, predictive_accuracy: 0.716, prior_entropy: 0.8813, relative_absolute_error: 0.8489, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4269, root_relative_squared_error: 0.9315, unweighted_recall: 0.6086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7172, f_measure: 0.6949, kappa: 0.2558, kb_relative_information_score: 0.18, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.4202, weighted_recall: 0.705, number_of_instances: 1000, precision: 0.6899, predictive_accuracy: 0.705, prior_entropy: 0.8813, relative_absolute_error: 0.7756, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4513, root_relative_squared_error: 0.9849, unweighted_recall: 0.6207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6667, f_measure: 0.6714, kappa: 0.2001, kb_relative_information_score: 0.1114, mean_absolute_error: 0.3544, mean_prior_absolute_error: 0.4202, weighted_recall: 0.681, number_of_instances: 1000, precision: 0.6656, predictive_accuracy: 0.681, prior_entropy: 0.8813, relative_absolute_error: 0.8435, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4646, root_relative_squared_error: 1.0139, unweighted_recall: 0.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.6939, kappa: 0.249, kb_relative_information_score: 0.1659, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.4202, weighted_recall: 0.708, number_of_instances: 1000, precision: 0.689, predictive_accuracy: 0.708, prior_entropy: 0.8813, relative_absolute_error: 0.7932, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4512, root_relative_squared_error: 0.9845, unweighted_recall: 0.6152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6915, f_measure: 0.6893, kappa: 0.2385, kb_relative_information_score: 0.1304, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.4202, weighted_recall: 0.703, number_of_instances: 1000, precision: 0.684, predictive_accuracy: 0.703, prior_entropy: 0.8813, relative_absolute_error: 0.833, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4522, root_relative_squared_error: 0.9867, unweighted_recall: 0.6107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, f_measure: 0.6993, kappa: 0.2614, kb_relative_information_score: 0.1658, mean_absolute_error: 0.3307, mean_prior_absolute_error: 0.4202, weighted_recall: 0.714, number_of_instances: 1000, precision: 0.6949, predictive_accuracy: 0.714, prior_entropy: 0.8813, relative_absolute_error: 0.7871, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4659, root_relative_squared_error: 1.0166, unweighted_recall: 0.6205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7026, f_measure: 0.6837, kappa: 0.2275, kb_relative_information_score: 0.1555, mean_absolute_error: 0.3383, mean_prior_absolute_error: 0.4202, weighted_recall: 0.695, number_of_instances: 1000, precision: 0.678, predictive_accuracy: 0.695, prior_entropy: 0.8813, relative_absolute_error: 0.8052, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.4517, root_relative_squared_error: 0.9858, unweighted_recall: 0.6069,

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