Task
Supervised Classification on diabetes

Supervised Classification on diabetes

Task 37 Supervised Classification diabetes 129018 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_29 study_30 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.7598, kappa: 0.4642, kb_relative_information_score: 0.3261, mean_absolute_error: 0.3117, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7591, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.6857, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3951, root_relative_squared_error: 0.8289, unweighted_recall: 0.7246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8234, f_measure: 0.7568, kappa: 0.4558, kb_relative_information_score: 0.2849, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7571, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.729, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4018, root_relative_squared_error: 0.843, unweighted_recall: 0.7184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.753, kappa: 0.4448, kb_relative_information_score: 0.248, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7574, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.7702, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.8479, unweighted_recall: 0.7089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.7643, kappa: 0.4766, kb_relative_information_score: 0.3232, mean_absolute_error: 0.3128, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7669, number_of_instances: 768, precision: 0.7632, predictive_accuracy: 0.7669, prior_entropy: 0.9331, relative_absolute_error: 0.6883, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.8346, unweighted_recall: 0.7336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.7571, kappa: 0.4568, kb_relative_information_score: 0.2768, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7572, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.7372, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.8459, unweighted_recall: 0.7193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8374, f_measure: 0.7698, kappa: 0.4872, kb_relative_information_score: 0.329, mean_absolute_error: 0.3106, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.769, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6834, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3934, root_relative_squared_error: 0.8254, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.7501, kappa: 0.437, kb_relative_information_score: 0.2341, mean_absolute_error: 0.3566, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7615, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7845, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4063, root_relative_squared_error: 0.8524, unweighted_recall: 0.7013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8321, f_measure: 0.7521, kappa: 0.4459, kb_relative_information_score: 0.3155, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7518, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.6987, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.8297, unweighted_recall: 0.7144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8217, f_measure: 0.7526, kappa: 0.4464, kb_relative_information_score: 0.2822, mean_absolute_error: 0.3319, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7529, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.7302, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4036, root_relative_squared_error: 0.8467, unweighted_recall: 0.7137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.753, kappa: 0.4489, kb_relative_information_score: 0.3249, mean_absolute_error: 0.3128, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7522, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.6883, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3948, root_relative_squared_error: 0.8284, unweighted_recall: 0.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.7586, kappa: 0.4603, kb_relative_information_score: 0.2838, mean_absolute_error: 0.3312, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7586, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7288, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4034, root_relative_squared_error: 0.8464, unweighted_recall: 0.7212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8261, f_measure: 0.7471, kappa: 0.4328, kb_relative_information_score: 0.2711, mean_absolute_error: 0.3384, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7552, number_of_instances: 768, precision: 0.7485, predictive_accuracy: 0.7552, prior_entropy: 0.9331, relative_absolute_error: 0.7445, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.8449, unweighted_recall: 0.7055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.834, f_measure: 0.752, kappa: 0.4444, kb_relative_information_score: 0.3076, mean_absolute_error: 0.3218, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7528, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.7081, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.83, unweighted_recall: 0.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8204, f_measure: 0.7657, kappa: 0.4766, kb_relative_information_score: 0.2825, mean_absolute_error: 0.3317, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7708, number_of_instances: 768, precision: 0.7656, predictive_accuracy: 0.7708, prior_entropy: 0.9331, relative_absolute_error: 0.7299, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8465, unweighted_recall: 0.7296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8208, f_measure: 0.7484, kappa: 0.4369, kb_relative_information_score: 0.2762, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7552, number_of_instances: 768, precision: 0.7487, predictive_accuracy: 0.7552, prior_entropy: 0.9331, relative_absolute_error: 0.7382, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4034, root_relative_squared_error: 0.8463, unweighted_recall: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8255, f_measure: 0.7441, kappa: 0.4234, kb_relative_information_score: 0.223, mean_absolute_error: 0.3614, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7557, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.7952, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4093, root_relative_squared_error: 0.8588, unweighted_recall: 0.6947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8283, f_measure: 0.7712, kappa: 0.4906, kb_relative_information_score: 0.3371, mean_absolute_error: 0.3047, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7704, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.6705, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.8348, unweighted_recall: 0.7387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.7533, kappa: 0.4463, kb_relative_information_score: 0.272, mean_absolute_error: 0.3376, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7556, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.7427, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.8451, unweighted_recall: 0.7114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8263, f_measure: 0.7614, kappa: 0.4698, kb_relative_information_score: 0.3231, mean_absolute_error: 0.3116, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7603, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.6856, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4004, root_relative_squared_error: 0.8401, unweighted_recall: 0.7298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8281, f_measure: 0.7536, kappa: 0.4474, kb_relative_information_score: 0.2571, mean_absolute_error: 0.3454, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7556, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.76, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.8459, unweighted_recall: 0.7123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.7645, kappa: 0.4754, kb_relative_information_score: 0.3408, mean_absolute_error: 0.3035, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7682, number_of_instances: 768, precision: 0.7636, predictive_accuracy: 0.7682, prior_entropy: 0.9331, relative_absolute_error: 0.6677, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.8355, unweighted_recall: 0.7311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.7431, kappa: 0.4216, kb_relative_information_score: 0.2292, mean_absolute_error: 0.3584, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7565, number_of_instances: 768, precision: 0.7514, predictive_accuracy: 0.7565, prior_entropy: 0.9331, relative_absolute_error: 0.7886, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4083, root_relative_squared_error: 0.8566, unweighted_recall: 0.6953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.758, kappa: 0.4583, kb_relative_information_score: 0.288, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7585, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7244, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.8459, unweighted_recall: 0.7194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8352, f_measure: 0.7689, kappa: 0.4844, kb_relative_information_score: 0.3236, mean_absolute_error: 0.3131, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7686, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.689, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3943, root_relative_squared_error: 0.8272, unweighted_recall: 0.7342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.7548, kappa: 0.4518, kb_relative_information_score: 0.2838, mean_absolute_error: 0.3321, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7545, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.7307, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.8449, unweighted_recall: 0.7173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.7546, kappa: 0.4504, kb_relative_information_score: 0.2756, mean_absolute_error: 0.3358, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7556, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.7388, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4031, root_relative_squared_error: 0.8456, unweighted_recall: 0.7149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.7624, kappa: 0.4701, kb_relative_information_score: 0.3343, mean_absolute_error: 0.307, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7669, number_of_instances: 768, precision: 0.7618, predictive_accuracy: 0.7669, prior_entropy: 0.9331, relative_absolute_error: 0.6754, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.8302, unweighted_recall: 0.7275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.7557, kappa: 0.4548, kb_relative_information_score: 0.3318, mean_absolute_error: 0.3085, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7549, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.6788, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.83, unweighted_recall: 0.7199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.827, f_measure: 0.7506, kappa: 0.4386, kb_relative_information_score: 0.2295, mean_absolute_error: 0.3583, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7585, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.7883, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4075, root_relative_squared_error: 0.8549, unweighted_recall: 0.7037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.757, kappa: 0.4554, kb_relative_information_score: 0.27, mean_absolute_error: 0.3385, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7584, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7448, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4031, root_relative_squared_error: 0.8457, unweighted_recall: 0.7169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8255, f_measure: 0.7441, kappa: 0.4234, kb_relative_information_score: 0.223, mean_absolute_error: 0.3614, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7557, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.7952, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4093, root_relative_squared_error: 0.8588, unweighted_recall: 0.6947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.7653, kappa: 0.4782, kb_relative_information_score: 0.3103, mean_absolute_error: 0.3195, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7682, number_of_instances: 768, precision: 0.7642, predictive_accuracy: 0.7682, prior_entropy: 0.9331, relative_absolute_error: 0.703, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.8346, unweighted_recall: 0.7337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.7556, kappa: 0.4533, kb_relative_information_score: 0.2827, mean_absolute_error: 0.3319, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7558, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.7303, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4022, root_relative_squared_error: 0.8438, unweighted_recall: 0.7174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.7513, kappa: 0.4401, kb_relative_information_score: 0.2313, mean_absolute_error: 0.3578, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7605, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7873, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.407, root_relative_squared_error: 0.8539, unweighted_recall: 0.7039,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8163, f_measure: 0.7572, kappa: 0.4619, kb_relative_information_score: 0.3419, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.756, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6585, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4104, root_relative_squared_error: 0.8611, unweighted_recall: 0.7276,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8217, f_measure: 0.7609, kappa: 0.468, kb_relative_information_score: 0.3253, mean_absolute_error: 0.3098, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7598, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.6817, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.8451, unweighted_recall: 0.7281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.7698, kappa: 0.486, kb_relative_information_score: 0.2742, mean_absolute_error: 0.3371, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7698, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.7417, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4018, root_relative_squared_error: 0.8431, unweighted_recall: 0.7344,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8266, f_measure: 0.7624, kappa: 0.4714, kb_relative_information_score: 0.3265, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7613, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.6821, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8406, unweighted_recall: 0.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8277, f_measure: 0.7475, kappa: 0.4326, kb_relative_information_score: 0.2505, mean_absolute_error: 0.3481, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7516, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.7658, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4045, root_relative_squared_error: 0.8486, unweighted_recall: 0.7032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8279, f_measure: 0.7529, kappa: 0.4453, kb_relative_information_score: 0.2677, mean_absolute_error: 0.3399, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7556, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.7479, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8446, unweighted_recall: 0.7105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8182, f_measure: 0.756, kappa: 0.4595, kb_relative_information_score: 0.3473, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7549, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.6538, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4088, root_relative_squared_error: 0.8577, unweighted_recall: 0.7266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.7621, kappa: 0.4704, kb_relative_information_score: 0.3386, mean_absolute_error: 0.3052, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7611, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.6716, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3937, root_relative_squared_error: 0.8259, unweighted_recall: 0.7291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.7557, kappa: 0.4548, kb_relative_information_score: 0.2903, mean_absolute_error: 0.3274, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7549, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.7203, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4047, root_relative_squared_error: 0.8491, unweighted_recall: 0.7199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.756, kappa: 0.4595, kb_relative_information_score: 0.3365, mean_absolute_error: 0.3038, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7578, number_of_instances: 768, precision: 0.7549, predictive_accuracy: 0.7578, prior_entropy: 0.9331, relative_absolute_error: 0.6685, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.8458, unweighted_recall: 0.7266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8202, f_measure: 0.7595, kappa: 0.4632, kb_relative_information_score: 0.2886, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7589, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7243, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.8451, unweighted_recall: 0.7238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.7692, kappa: 0.4853, kb_relative_information_score: 0.3158, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7687, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6965, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.8343, unweighted_recall: 0.7351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.7681, kappa: 0.4816, kb_relative_information_score: 0.3045, mean_absolute_error: 0.3234, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7683, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.7116, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3949, root_relative_squared_error: 0.8285, unweighted_recall: 0.7316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.7565, kappa: 0.4563, kb_relative_information_score: 0.2873, mean_absolute_error: 0.329, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7561, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.724, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4039, root_relative_squared_error: 0.8473, unweighted_recall: 0.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.836, f_measure: 0.762, kappa: 0.4664, kb_relative_information_score: 0.2959, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7695, number_of_instances: 768, precision: 0.764, predictive_accuracy: 0.7695, prior_entropy: 0.9331, relative_absolute_error: 0.7209, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.396, root_relative_squared_error: 0.8309, unweighted_recall: 0.7217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8268, f_measure: 0.7556, kappa: 0.4514, kb_relative_information_score: 0.255, mean_absolute_error: 0.346, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7585, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7612, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8477, unweighted_recall: 0.7134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8354, f_measure: 0.7605, kappa: 0.4629, kb_relative_information_score: 0.2978, mean_absolute_error: 0.327, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7682, number_of_instances: 768, precision: 0.7626, predictive_accuracy: 0.7682, prior_entropy: 0.9331, relative_absolute_error: 0.7195, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.8301, unweighted_recall: 0.7199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.7536, kappa: 0.4474, kb_relative_information_score: 0.2694, mean_absolute_error: 0.3389, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7556, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.845, unweighted_recall: 0.7123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8276, f_measure: 0.7725, kappa: 0.4951, kb_relative_information_score: 0.3391, mean_absolute_error: 0.3041, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7747, number_of_instances: 768, precision: 0.7714, predictive_accuracy: 0.7747, prior_entropy: 0.9331, relative_absolute_error: 0.669, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3995, root_relative_squared_error: 0.8383, unweighted_recall: 0.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.7565, kappa: 0.4563, kb_relative_information_score: 0.2873, mean_absolute_error: 0.329, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7561, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.724, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4039, root_relative_squared_error: 0.8473, unweighted_recall: 0.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8131, f_measure: 0.7583, kappa: 0.4593, kb_relative_information_score: 0.2906, mean_absolute_error: 0.3268, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7585, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7191, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4075, root_relative_squared_error: 0.8549, unweighted_recall: 0.7203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8255, f_measure: 0.7538, kappa: 0.4489, kb_relative_information_score: 0.2912, mean_absolute_error: 0.3282, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7604, number_of_instances: 768, precision: 0.7543, predictive_accuracy: 0.7604, prior_entropy: 0.9331, relative_absolute_error: 0.7222, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.401, root_relative_squared_error: 0.8412, unweighted_recall: 0.7147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8214, f_measure: 0.7574, kappa: 0.4578, kb_relative_information_score: 0.2858, mean_absolute_error: 0.3306, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7573, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4033, root_relative_squared_error: 0.8462, unweighted_recall: 0.7202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8278, f_measure: 0.7693, kappa: 0.4874, kb_relative_information_score: 0.3215, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7721, number_of_instances: 768, precision: 0.7683, predictive_accuracy: 0.7721, prior_entropy: 0.9331, relative_absolute_error: 0.6893, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.399, root_relative_squared_error: 0.837, unweighted_recall: 0.7384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.816, f_measure: 0.7509, kappa: 0.4434, kb_relative_information_score: 0.2866, mean_absolute_error: 0.3291, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7565, number_of_instances: 768, precision: 0.7505, predictive_accuracy: 0.7565, prior_entropy: 0.9331, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8512, unweighted_recall: 0.7134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8214, f_measure: 0.7574, kappa: 0.4578, kb_relative_information_score: 0.2858, mean_absolute_error: 0.3306, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7573, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4033, root_relative_squared_error: 0.8462, unweighted_recall: 0.7202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.7383, kappa: 0.4106, kb_relative_information_score: 0.2259, mean_absolute_error: 0.36, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7526, number_of_instances: 768, precision: 0.7472, predictive_accuracy: 0.7526, prior_entropy: 0.9331, relative_absolute_error: 0.792, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4091, root_relative_squared_error: 0.8583, unweighted_recall: 0.6897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8309, f_measure: 0.7666, kappa: 0.4769, kb_relative_information_score: 0.2654, mean_absolute_error: 0.3418, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7682, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.7521, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8429, unweighted_recall: 0.7273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.7692, kappa: 0.4853, kb_relative_information_score: 0.3157, mean_absolute_error: 0.3165, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7687, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.6964, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.8343, unweighted_recall: 0.7351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8176, f_measure: 0.7577, kappa: 0.4638, kb_relative_information_score: 0.3424, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7567, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.6586, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4087, root_relative_squared_error: 0.8575, unweighted_recall: 0.7293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.7383, kappa: 0.4106, kb_relative_information_score: 0.2281, mean_absolute_error: 0.3589, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7526, number_of_instances: 768, precision: 0.7472, predictive_accuracy: 0.7526, prior_entropy: 0.9331, relative_absolute_error: 0.7897, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4085, root_relative_squared_error: 0.857, unweighted_recall: 0.6897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8191, f_measure: 0.761, kappa: 0.4666, kb_relative_information_score: 0.2937, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7604, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.717, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4047, root_relative_squared_error: 0.8491, unweighted_recall: 0.7256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.7606, kappa: 0.467, kb_relative_information_score: 0.3253, mean_absolute_error: 0.311, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7596, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.6842, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.8376, unweighted_recall: 0.7272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.7499, kappa: 0.4404, kb_relative_information_score: 0.2817, mean_absolute_error: 0.3328, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7565, number_of_instances: 768, precision: 0.7501, predictive_accuracy: 0.7565, prior_entropy: 0.9331, relative_absolute_error: 0.7323, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4022, root_relative_squared_error: 0.8437, unweighted_recall: 0.7109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8292, f_measure: 0.7659, kappa: 0.4788, kb_relative_information_score: 0.3177, mean_absolute_error: 0.3151, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7695, number_of_instances: 768, precision: 0.765, predictive_accuracy: 0.7695, prior_entropy: 0.9331, relative_absolute_error: 0.6934, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.8355, unweighted_recall: 0.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8132, f_measure: 0.7492, kappa: 0.4405, kb_relative_information_score: 0.2867, mean_absolute_error: 0.3282, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7539, number_of_instances: 768, precision: 0.7482, predictive_accuracy: 0.7539, prior_entropy: 0.9331, relative_absolute_error: 0.7222, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8531, unweighted_recall: 0.7132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8319, f_measure: 0.7727, kappa: 0.494, kb_relative_information_score: 0.3163, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7718, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.397, root_relative_squared_error: 0.8329, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.7724, kappa: 0.4931, kb_relative_information_score: 0.3279, mean_absolute_error: 0.3101, mean_prior_absolute_error: 0.4545, weighted_recall: 0.776, number_of_instances: 768, precision: 0.7717, predictive_accuracy: 0.776, prior_entropy: 0.9331, relative_absolute_error: 0.6823, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8341, unweighted_recall: 0.7397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.763, kappa: 0.4707, kb_relative_information_score: 0.32, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7682, number_of_instances: 768, precision: 0.7629, predictive_accuracy: 0.7682, prior_entropy: 0.9331, relative_absolute_error: 0.6925, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.8292, unweighted_recall: 0.7268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.7582, kappa: 0.4579, kb_relative_information_score: 0.293, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7598, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.7206, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8426, unweighted_recall: 0.7179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8164, f_measure: 0.7536, kappa: 0.4494, kb_relative_information_score: 0.2906, mean_absolute_error: 0.3269, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7591, number_of_instances: 768, precision: 0.7532, predictive_accuracy: 0.7591, prior_entropy: 0.9331, relative_absolute_error: 0.7193, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4056, root_relative_squared_error: 0.851, unweighted_recall: 0.7163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.7568, kappa: 0.4573, kb_relative_information_score: 0.325, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7562, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.687, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3948, root_relative_squared_error: 0.8283, unweighted_recall: 0.7209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8359, f_measure: 0.7613, kappa: 0.4663, kb_relative_information_score: 0.3093, mean_absolute_error: 0.3205, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7669, number_of_instances: 768, precision: 0.7614, predictive_accuracy: 0.7669, prior_entropy: 0.9331, relative_absolute_error: 0.7051, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3951, root_relative_squared_error: 0.8289, unweighted_recall: 0.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.7645, kappa: 0.4754, kb_relative_information_score: 0.3375, mean_absolute_error: 0.3057, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7682, number_of_instances: 768, precision: 0.7636, predictive_accuracy: 0.7682, prior_entropy: 0.9331, relative_absolute_error: 0.6726, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.8248, unweighted_recall: 0.7311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.7666, kappa: 0.4794, kb_relative_information_score: 0.3132, mean_absolute_error: 0.3187, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7708, number_of_instances: 768, precision: 0.766, predictive_accuracy: 0.7708, prior_entropy: 0.9331, relative_absolute_error: 0.7012, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3951, root_relative_squared_error: 0.829, unweighted_recall: 0.7322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8298, f_measure: 0.7695, kappa: 0.4863, kb_relative_information_score: 0.3112, mean_absolute_error: 0.3186, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7734, number_of_instances: 768, precision: 0.7688, predictive_accuracy: 0.7734, prior_entropy: 0.9331, relative_absolute_error: 0.7009, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.398, root_relative_squared_error: 0.8349, unweighted_recall: 0.736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.7571, kappa: 0.4568, kb_relative_information_score: 0.2768, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.4545, weighted_recall: 0.763, number_of_instances: 768, precision: 0.7572, predictive_accuracy: 0.763, prior_entropy: 0.9331, relative_absolute_error: 0.7372, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.8459, unweighted_recall: 0.7193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8311, f_measure: 0.7607, kappa: 0.4657, kb_relative_information_score: 0.3206, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7602, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.6927, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.8303, unweighted_recall: 0.7248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8252, f_measure: 0.7589, kappa: 0.4613, kb_relative_information_score: 0.2799, mean_absolute_error: 0.3339, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7587, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.7346, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4019, root_relative_squared_error: 0.8433, unweighted_recall: 0.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.7635, kappa: 0.4738, kb_relative_information_score: 0.3402, mean_absolute_error: 0.304, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7669, number_of_instances: 768, precision: 0.7625, predictive_accuracy: 0.7669, prior_entropy: 0.9331, relative_absolute_error: 0.6689, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3953, root_relative_squared_error: 0.8293, unweighted_recall: 0.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8209, f_measure: 0.7607, kappa: 0.4657, kb_relative_information_score: 0.2859, mean_absolute_error: 0.3306, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7602, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8465, unweighted_recall: 0.7248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8261, f_measure: 0.7413, kappa: 0.4172, kb_relative_information_score: 0.21, mean_absolute_error: 0.3676, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7565, number_of_instances: 768, precision: 0.7526, predictive_accuracy: 0.7565, prior_entropy: 0.9331, relative_absolute_error: 0.8089, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4113, root_relative_squared_error: 0.8629, unweighted_recall: 0.6918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.7659, kappa: 0.4788, kb_relative_information_score: 0.338, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7695, number_of_instances: 768, precision: 0.765, predictive_accuracy: 0.7695, prior_entropy: 0.9331, relative_absolute_error: 0.6723, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3951, root_relative_squared_error: 0.829, unweighted_recall: 0.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8216, f_measure: 0.761, kappa: 0.4666, kb_relative_information_score: 0.2852, mean_absolute_error: 0.3307, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7656, number_of_instances: 768, precision: 0.7604, predictive_accuracy: 0.7656, prior_entropy: 0.9331, relative_absolute_error: 0.7277, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.8458, unweighted_recall: 0.7256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.7731, kappa: 0.4938, kb_relative_information_score: 0.3165, mean_absolute_error: 0.3173, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7773, number_of_instances: 768, precision: 0.7727, predictive_accuracy: 0.7773, prior_entropy: 0.9331, relative_absolute_error: 0.6981, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3941, root_relative_squared_error: 0.8268, unweighted_recall: 0.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8181, f_measure: 0.7443, kappa: 0.4338, kb_relative_information_score: 0.3505, mean_absolute_error: 0.2947, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7461, number_of_instances: 768, precision: 0.7431, predictive_accuracy: 0.7461, prior_entropy: 0.9331, relative_absolute_error: 0.6485, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4104, root_relative_squared_error: 0.8611, unweighted_recall: 0.7141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.831, f_measure: 0.765, kappa: 0.4772, kb_relative_information_score: 0.3218, mean_absolute_error: 0.3134, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7682, number_of_instances: 768, precision: 0.7639, predictive_accuracy: 0.7682, prior_entropy: 0.9331, relative_absolute_error: 0.6895, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8323, unweighted_recall: 0.7328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.7636, kappa: 0.4726, kb_relative_information_score: 0.3166, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7682, number_of_instances: 768, precision: 0.7631, predictive_accuracy: 0.7682, prior_entropy: 0.9331, relative_absolute_error: 0.6975, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.395, root_relative_squared_error: 0.8287, unweighted_recall: 0.7285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.7328, kappa: 0.3979, kb_relative_information_score: 0.2054, mean_absolute_error: 0.3696, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7513, number_of_instances: 768, precision: 0.7487, predictive_accuracy: 0.7513, prior_entropy: 0.9331, relative_absolute_error: 0.8133, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4126, root_relative_squared_error: 0.8656, unweighted_recall: 0.6809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8217, f_measure: 0.7609, kappa: 0.468, kb_relative_information_score: 0.3253, mean_absolute_error: 0.3098, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7643, number_of_instances: 768, precision: 0.7598, predictive_accuracy: 0.7643, prior_entropy: 0.9331, relative_absolute_error: 0.6817, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.8451, unweighted_recall: 0.7281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.7588, kappa: 0.464, kb_relative_information_score: 0.3369, mean_absolute_error: 0.3034, mean_prior_absolute_error: 0.4545, weighted_recall: 0.7617, number_of_instances: 768, precision: 0.7576, predictive_accuracy: 0.7617, prior_entropy: 0.9331, relative_absolute_error: 0.6675, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.846, unweighted_recall: 0.727,

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