Task
Supervised Classification on spambase

Supervised Classification on spambase

Task 43 Supervised Classification spambase 99484 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_70 study_98 study_99 under100k under1m
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99484 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 0.3459, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7798, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, unweighted_recall: 0.7546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 0.3459, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7798, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, unweighted_recall: 0.7546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 0.3459, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7798, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, unweighted_recall: 0.7546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 0.3459, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7798, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, unweighted_recall: 0.7546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 0.3459, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7798, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, unweighted_recall: 0.7546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 0.3459, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7798, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, unweighted_recall: 0.7546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8993, kappa: 0.7872, kb_relative_information_score: 0.4609, mean_absolute_error: 0.2856, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9007, number_of_instances: 4601, precision: 0.9029, predictive_accuracy: 0.9007, prior_entropy: 0.9674, relative_absolute_error: 0.598, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.326, root_relative_squared_error: 0.6672, unweighted_recall: 0.8848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 0.3459, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, weighted_recall: 0.7798, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, unweighted_recall: 0.7546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.9214, kappa: 0.8356, kb_relative_information_score: 0.8319, mean_absolute_error: 0.0787, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9213, number_of_instances: 4601, precision: 0.9216, predictive_accuracy: 0.9213, prior_entropy: 0.9674, relative_absolute_error: 0.1648, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.5736, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9229, kappa: 0.8388, kb_relative_information_score: 0.8347, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9228, number_of_instances: 4601, precision: 0.9231, predictive_accuracy: 0.9228, prior_entropy: 0.9674, relative_absolute_error: 0.162, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.278, root_relative_squared_error: 0.5689, unweighted_recall: 0.9204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9225, kappa: 0.838, kb_relative_information_score: 0.8335, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9224, number_of_instances: 4601, precision: 0.9227, predictive_accuracy: 0.9224, prior_entropy: 0.9674, relative_absolute_error: 0.1632, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2787, root_relative_squared_error: 0.5703, unweighted_recall: 0.9203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.9216, kappa: 0.8361, kb_relative_information_score: 0.8315, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9215, number_of_instances: 4601, precision: 0.9218, predictive_accuracy: 0.9215, prior_entropy: 0.9674, relative_absolute_error: 0.1652, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.574, unweighted_recall: 0.9192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9292, kappa: 0.852, kb_relative_information_score: 0.786, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9291, number_of_instances: 4601, precision: 0.9294, predictive_accuracy: 0.9291, prior_entropy: 0.9674, relative_absolute_error: 0.2273, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2376, root_relative_squared_error: 0.4862, unweighted_recall: 0.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.85, kappa: 0.6841, kb_relative_information_score: 0.682, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8511, number_of_instances: 4601, precision: 0.8504, predictive_accuracy: 0.8511, prior_entropy: 0.9674, relative_absolute_error: 0.3118, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3859, root_relative_squared_error: 0.7896, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.9199, kappa: 0.8327, kb_relative_information_score: 0.8285, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9198, number_of_instances: 4601, precision: 0.9202, predictive_accuracy: 0.9198, prior_entropy: 0.9674, relative_absolute_error: 0.1682, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2831, root_relative_squared_error: 0.5794, unweighted_recall: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.926, kappa: 0.845, kb_relative_information_score: 0.7865, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9261, number_of_instances: 4601, precision: 0.926, predictive_accuracy: 0.9261, prior_entropy: 0.9674, relative_absolute_error: 0.2257, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.4918, unweighted_recall: 0.9218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.85, kappa: 0.6841, kb_relative_information_score: 0.682, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8511, number_of_instances: 4601, precision: 0.8504, predictive_accuracy: 0.8511, prior_entropy: 0.9674, relative_absolute_error: 0.3118, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3859, root_relative_squared_error: 0.7896, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.9232, kappa: 0.8395, kb_relative_information_score: 0.8354, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9231, number_of_instances: 4601, precision: 0.9235, predictive_accuracy: 0.9231, prior_entropy: 0.9674, relative_absolute_error: 0.1613, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2775, root_relative_squared_error: 0.5679, unweighted_recall: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.9249, kappa: 0.8429, kb_relative_information_score: 0.7793, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9248, number_of_instances: 4601, precision: 0.925, predictive_accuracy: 0.9248, prior_entropy: 0.9674, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.5022, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.85, kappa: 0.6841, kb_relative_information_score: 0.682, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8511, number_of_instances: 4601, precision: 0.8504, predictive_accuracy: 0.8511, prior_entropy: 0.9674, relative_absolute_error: 0.3118, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3859, root_relative_squared_error: 0.7896, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.9187, kappa: 0.8301, kb_relative_information_score: 0.8259, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9185, number_of_instances: 4601, precision: 0.919, predictive_accuracy: 0.9185, prior_entropy: 0.9674, relative_absolute_error: 0.1707, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.5842, unweighted_recall: 0.9169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8738, f_measure: 0.8053, kappa: 0.5915, kb_relative_information_score: 0.5074, mean_absolute_error: 0.2385, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8057, number_of_instances: 4601, precision: 0.805, predictive_accuracy: 0.8057, prior_entropy: 0.9674, relative_absolute_error: 0.4994, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3722, root_relative_squared_error: 0.7617, unweighted_recall: 0.7946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.85, kappa: 0.6841, kb_relative_information_score: 0.682, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8511, number_of_instances: 4601, precision: 0.8504, predictive_accuracy: 0.8511, prior_entropy: 0.9674, relative_absolute_error: 0.3118, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3859, root_relative_squared_error: 0.7896, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.9236, kappa: 0.8402, kb_relative_information_score: 0.8361, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9235, number_of_instances: 4601, precision: 0.9237, predictive_accuracy: 0.9235, prior_entropy: 0.9674, relative_absolute_error: 0.1607, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2768, root_relative_squared_error: 0.5664, unweighted_recall: 0.9212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9322, kappa: 0.8579, kb_relative_information_score: 0.7923, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9322, number_of_instances: 4601, precision: 0.9322, predictive_accuracy: 0.9322, prior_entropy: 0.9674, relative_absolute_error: 0.2207, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2336, root_relative_squared_error: 0.478, unweighted_recall: 0.9288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.85, kappa: 0.6841, kb_relative_information_score: 0.682, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.4776, weighted_recall: 0.8511, number_of_instances: 4601, precision: 0.8504, predictive_accuracy: 0.8511, prior_entropy: 0.9674, relative_absolute_error: 0.3118, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3859, root_relative_squared_error: 0.7896, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9206, f_measure: 0.9233, kappa: 0.8396, kb_relative_information_score: 0.8354, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9233, number_of_instances: 4601, precision: 0.9234, predictive_accuracy: 0.9233, prior_entropy: 0.9674, relative_absolute_error: 0.1613, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2771, root_relative_squared_error: 0.5671, unweighted_recall: 0.9204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9208, kappa: 0.8344, kb_relative_information_score: 0.8301, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9207, number_of_instances: 4601, precision: 0.921, predictive_accuracy: 0.9207, prior_entropy: 0.9674, relative_absolute_error: 0.1666, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.5768, unweighted_recall: 0.9184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.9242, kappa: 0.8416, kb_relative_information_score: 0.8377, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9241, number_of_instances: 4601, precision: 0.9244, predictive_accuracy: 0.9241, prior_entropy: 0.9674, relative_absolute_error: 0.1591, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2753, root_relative_squared_error: 0.5634, unweighted_recall: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6214, f_measure: 0.6007, kappa: 0.2242, kb_relative_information_score: 0.143, mean_absolute_error: 0.4012, mean_prior_absolute_error: 0.4776, weighted_recall: 0.5988, number_of_instances: 4601, precision: 0.6456, predictive_accuracy: 0.5988, prior_entropy: 0.9674, relative_absolute_error: 0.8401, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.6334, root_relative_squared_error: 1.2963, unweighted_recall: 0.6214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9502, kappa: 0.8956, kb_relative_information_score: 0.8462, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9502, number_of_instances: 4601, precision: 0.9502, predictive_accuracy: 0.9502, prior_entropy: 0.9674, relative_absolute_error: 0.1655, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.3996, unweighted_recall: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.951, kappa: 0.8973, kb_relative_information_score: 0.847, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9511, number_of_instances: 4601, precision: 0.951, predictive_accuracy: 0.9511, prior_entropy: 0.9674, relative_absolute_error: 0.1631, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.4085, unweighted_recall: 0.9473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9515, kappa: 0.8983, kb_relative_information_score: 0.8514, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9515, number_of_instances: 4601, precision: 0.9515, predictive_accuracy: 0.9515, prior_entropy: 0.9674, relative_absolute_error: 0.1598, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.3972, unweighted_recall: 0.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9476, kappa: 0.89, kb_relative_information_score: 0.8458, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9476, number_of_instances: 4601, precision: 0.9475, predictive_accuracy: 0.9476, prior_entropy: 0.9674, relative_absolute_error: 0.1645, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.4126, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9517, kappa: 0.8986, kb_relative_information_score: 0.8396, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9517, number_of_instances: 4601, precision: 0.9517, predictive_accuracy: 0.9517, prior_entropy: 0.9674, relative_absolute_error: 0.1741, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4031, unweighted_recall: 0.9479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9484, kappa: 0.8919, kb_relative_information_score: 0.839, mean_absolute_error: 0.0823, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9485, number_of_instances: 4601, precision: 0.9484, predictive_accuracy: 0.9485, prior_entropy: 0.9674, relative_absolute_error: 0.1724, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.4176, unweighted_recall: 0.9449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9451, kappa: 0.885, kb_relative_information_score: 0.8367, mean_absolute_error: 0.0832, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9452, number_of_instances: 4601, precision: 0.9451, predictive_accuracy: 0.9452, prior_entropy: 0.9674, relative_absolute_error: 0.1741, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.4201, unweighted_recall: 0.9411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9523, kappa: 0.9001, kb_relative_information_score: 0.8526, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9524, number_of_instances: 4601, precision: 0.9523, predictive_accuracy: 0.9524, prior_entropy: 0.9674, relative_absolute_error: 0.1575, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.402, unweighted_recall: 0.9491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9478, kappa: 0.8905, kb_relative_information_score: 0.8394, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9478, number_of_instances: 4601, precision: 0.9478, predictive_accuracy: 0.9478, prior_entropy: 0.9674, relative_absolute_error: 0.172, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4137, unweighted_recall: 0.9439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9465, kappa: 0.8877, kb_relative_information_score: 0.8413, mean_absolute_error: 0.081, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9465, number_of_instances: 4601, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9674, relative_absolute_error: 0.1696, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.411, unweighted_recall: 0.9426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9508, kappa: 0.897, kb_relative_information_score: 0.8403, mean_absolute_error: 0.0827, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9509, number_of_instances: 4601, precision: 0.9508, predictive_accuracy: 0.9509, prior_entropy: 0.9674, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4048, unweighted_recall: 0.9477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9462, kappa: 0.8872, kb_relative_information_score: 0.8493, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9463, number_of_instances: 4601, precision: 0.9462, predictive_accuracy: 0.9463, prior_entropy: 0.9674, relative_absolute_error: 0.1587, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.205, root_relative_squared_error: 0.4195, unweighted_recall: 0.9423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9463, kappa: 0.8875, kb_relative_information_score: 0.8456, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9463, number_of_instances: 4601, precision: 0.9463, predictive_accuracy: 0.9463, prior_entropy: 0.9674, relative_absolute_error: 0.1631, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.4248, unweighted_recall: 0.9435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9463, kappa: 0.8873, kb_relative_information_score: 0.8403, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9463, number_of_instances: 4601, precision: 0.9462, predictive_accuracy: 0.9463, prior_entropy: 0.9674, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.4147, unweighted_recall: 0.9427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9363, kappa: 0.8664, kb_relative_information_score: 0.8327, mean_absolute_error: 0.0832, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9363, number_of_instances: 4601, precision: 0.9362, predictive_accuracy: 0.9363, prior_entropy: 0.9674, relative_absolute_error: 0.1742, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.4579, unweighted_recall: 0.9323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9494, kappa: 0.8939, kb_relative_information_score: 0.8254, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9496, number_of_instances: 4601, precision: 0.9496, predictive_accuracy: 0.9496, prior_entropy: 0.9674, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.4076, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9406, kappa: 0.8755, kb_relative_information_score: 0.8379, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9407, number_of_instances: 4601, precision: 0.9406, predictive_accuracy: 0.9407, prior_entropy: 0.9674, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.43, unweighted_recall: 0.9368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.9462, kappa: 0.8873, kb_relative_information_score: 0.8431, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9463, number_of_instances: 4601, precision: 0.9462, predictive_accuracy: 0.9463, prior_entropy: 0.9674, relative_absolute_error: 0.1672, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.4152, unweighted_recall: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9469, kappa: 0.8885, kb_relative_information_score: 0.8387, mean_absolute_error: 0.0827, mean_prior_absolute_error: 0.4776, weighted_recall: 0.947, number_of_instances: 4601, precision: 0.9469, predictive_accuracy: 0.947, prior_entropy: 0.9674, relative_absolute_error: 0.1732, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4089, unweighted_recall: 0.9426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9521, kappa: 0.8997, kb_relative_information_score: 0.8453, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9522, number_of_instances: 4601, precision: 0.9521, predictive_accuracy: 0.9522, prior_entropy: 0.9674, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4006, unweighted_recall: 0.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9498, kappa: 0.8948, kb_relative_information_score: 0.8443, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9498, number_of_instances: 4601, precision: 0.9498, predictive_accuracy: 0.9498, prior_entropy: 0.9674, relative_absolute_error: 0.1673, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.4058, unweighted_recall: 0.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9321, kappa: 0.8571, kb_relative_information_score: 0.7486, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9324, number_of_instances: 4601, precision: 0.9326, predictive_accuracy: 0.9324, prior_entropy: 0.9674, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.465, unweighted_recall: 0.9246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9395, kappa: 0.8731, kb_relative_information_score: 0.8285, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9396, number_of_instances: 4601, precision: 0.9395, predictive_accuracy: 0.9396, prior_entropy: 0.9674, relative_absolute_error: 0.1818, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4409, unweighted_recall: 0.9352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9484, kappa: 0.8917, kb_relative_information_score: 0.8364, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9485, number_of_instances: 4601, precision: 0.9484, predictive_accuracy: 0.9485, prior_entropy: 0.9674, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.409, unweighted_recall: 0.9441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9449, kappa: 0.8846, kb_relative_information_score: 0.8436, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4776, weighted_recall: 0.945, number_of_instances: 4601, precision: 0.9449, predictive_accuracy: 0.945, prior_entropy: 0.9674, relative_absolute_error: 0.1652, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.4207, unweighted_recall: 0.9413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9436, kappa: 0.8819, kb_relative_information_score: 0.8439, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9437, number_of_instances: 4601, precision: 0.9436, predictive_accuracy: 0.9437, prior_entropy: 0.9674, relative_absolute_error: 0.1651, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4151, unweighted_recall: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9432, kappa: 0.8808, kb_relative_information_score: 0.8297, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9433, number_of_instances: 4601, precision: 0.9432, predictive_accuracy: 0.9433, prior_entropy: 0.9674, relative_absolute_error: 0.1814, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.431, unweighted_recall: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9438, kappa: 0.8819, kb_relative_information_score: 0.8124, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9439, number_of_instances: 4601, precision: 0.9439, predictive_accuracy: 0.9439, prior_entropy: 0.9674, relative_absolute_error: 0.2044, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.4283, unweighted_recall: 0.9386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9427, kappa: 0.8797, kb_relative_information_score: 0.8297, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9428, number_of_instances: 4601, precision: 0.9428, predictive_accuracy: 0.9428, prior_entropy: 0.9674, relative_absolute_error: 0.1839, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.4185, unweighted_recall: 0.9375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9469, kappa: 0.8886, kb_relative_information_score: 0.8297, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.4776, weighted_recall: 0.947, number_of_instances: 4601, precision: 0.9469, predictive_accuracy: 0.947, prior_entropy: 0.9674, relative_absolute_error: 0.1836, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.4186, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9423, kappa: 0.8789, kb_relative_information_score: 0.8344, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9424, number_of_instances: 4601, precision: 0.9423, predictive_accuracy: 0.9424, prior_entropy: 0.9674, relative_absolute_error: 0.1763, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.4253, unweighted_recall: 0.9375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9466, kappa: 0.888, kb_relative_information_score: 0.8165, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9468, number_of_instances: 4601, precision: 0.9467, predictive_accuracy: 0.9468, prior_entropy: 0.9674, relative_absolute_error: 0.2019, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.4162, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9484, kappa: 0.8917, kb_relative_information_score: 0.8377, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9485, number_of_instances: 4601, precision: 0.9484, predictive_accuracy: 0.9485, prior_entropy: 0.9674, relative_absolute_error: 0.175, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.4085, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9451, kappa: 0.885, kb_relative_information_score: 0.8323, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9452, number_of_instances: 4601, precision: 0.9451, predictive_accuracy: 0.9452, prior_entropy: 0.9674, relative_absolute_error: 0.1796, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.4222, unweighted_recall: 0.9411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9476, kappa: 0.8901, kb_relative_information_score: 0.8431, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9476, number_of_instances: 4601, precision: 0.9476, predictive_accuracy: 0.9476, prior_entropy: 0.9674, relative_absolute_error: 0.1673, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2019, root_relative_squared_error: 0.4132, unweighted_recall: 0.9441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9392, kappa: 0.8724, kb_relative_information_score: 0.8107, mean_absolute_error: 0.0975, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9394, number_of_instances: 4601, precision: 0.9393, predictive_accuracy: 0.9394, prior_entropy: 0.9674, relative_absolute_error: 0.2042, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.4414, unweighted_recall: 0.9341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9416, kappa: 0.8773, kb_relative_information_score: 0.8011, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9418, number_of_instances: 4601, precision: 0.9418, predictive_accuracy: 0.9418, prior_entropy: 0.9674, relative_absolute_error: 0.2203, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.4271, unweighted_recall: 0.9359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9484, kappa: 0.8918, kb_relative_information_score: 0.8374, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9485, number_of_instances: 4601, precision: 0.9484, predictive_accuracy: 0.9485, prior_entropy: 0.9674, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.4067, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9428, kappa: 0.8801, kb_relative_information_score: 0.8434, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9428, number_of_instances: 4601, precision: 0.9428, predictive_accuracy: 0.9428, prior_entropy: 0.9674, relative_absolute_error: 0.1643, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.4267, unweighted_recall: 0.9393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9425, kappa: 0.8793, kb_relative_information_score: 0.8466, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9426, number_of_instances: 4601, precision: 0.9425, predictive_accuracy: 0.9426, prior_entropy: 0.9674, relative_absolute_error: 0.1603, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.4294, unweighted_recall: 0.9378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9475, kappa: 0.89, kb_relative_information_score: 0.8408, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9476, number_of_instances: 4601, precision: 0.9475, predictive_accuracy: 0.9476, prior_entropy: 0.9674, relative_absolute_error: 0.1712, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.4058, unweighted_recall: 0.9436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9399, kappa: 0.874, kb_relative_information_score: 0.8332, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.4776, weighted_recall: 0.94, number_of_instances: 4601, precision: 0.9399, predictive_accuracy: 0.94, prior_entropy: 0.9674, relative_absolute_error: 0.1763, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.4332, unweighted_recall: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9386, kappa: 0.8712, kb_relative_information_score: 0.8174, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9387, number_of_instances: 4601, precision: 0.9386, predictive_accuracy: 0.9387, prior_entropy: 0.9674, relative_absolute_error: 0.1965, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.434, unweighted_recall: 0.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9473, kappa: 0.8895, kb_relative_information_score: 0.8402, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9474, number_of_instances: 4601, precision: 0.9473, predictive_accuracy: 0.9474, prior_entropy: 0.9674, relative_absolute_error: 0.1715, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.4086, unweighted_recall: 0.9434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.9103, kappa: 0.8108, kb_relative_information_score: 0.5263, mean_absolute_error: 0.2568, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9113, number_of_instances: 4601, precision: 0.9128, predictive_accuracy: 0.9113, prior_entropy: 0.9674, relative_absolute_error: 0.5376, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.6145, unweighted_recall: 0.8978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9383, kappa: 0.8706, kb_relative_information_score: 0.8047, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9385, number_of_instances: 4601, precision: 0.9384, predictive_accuracy: 0.9385, prior_entropy: 0.9674, relative_absolute_error: 0.2097, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.4526, unweighted_recall: 0.9331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9436, kappa: 0.8818, kb_relative_information_score: 0.829, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9437, number_of_instances: 4601, precision: 0.9436, predictive_accuracy: 0.9437, prior_entropy: 0.9674, relative_absolute_error: 0.1834, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.4271, unweighted_recall: 0.9399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9443, kappa: 0.8831, kb_relative_information_score: 0.8388, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9444, number_of_instances: 4601, precision: 0.9443, predictive_accuracy: 0.9444, prior_entropy: 0.9674, relative_absolute_error: 0.1713, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.4199, unweighted_recall: 0.9402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9464, kappa: 0.8876, kb_relative_information_score: 0.8308, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9465, number_of_instances: 4601, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9674, relative_absolute_error: 0.1827, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.4183, unweighted_recall: 0.9422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9419, kappa: 0.8781, kb_relative_information_score: 0.8384, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.4776, weighted_recall: 0.942, number_of_instances: 4601, precision: 0.9419, predictive_accuracy: 0.942, prior_entropy: 0.9674, relative_absolute_error: 0.1702, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.4294, unweighted_recall: 0.9376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9427, kappa: 0.8797, kb_relative_information_score: 0.8127, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9428, number_of_instances: 4601, precision: 0.9428, predictive_accuracy: 0.9428, prior_entropy: 0.9674, relative_absolute_error: 0.2043, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.4291, unweighted_recall: 0.9377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9423, kappa: 0.8791, kb_relative_information_score: 0.8345, mean_absolute_error: 0.0841, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9424, number_of_instances: 4601, precision: 0.9423, predictive_accuracy: 0.9424, prior_entropy: 0.9674, relative_absolute_error: 0.1761, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.4263, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9482, kappa: 0.8915, kb_relative_information_score: 0.8516, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9483, number_of_instances: 4601, precision: 0.9482, predictive_accuracy: 0.9483, prior_entropy: 0.9674, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4151, unweighted_recall: 0.9449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9473, kappa: 0.8896, kb_relative_information_score: 0.8389, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9474, number_of_instances: 4601, precision: 0.9473, predictive_accuracy: 0.9474, prior_entropy: 0.9674, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.202, root_relative_squared_error: 0.4134, unweighted_recall: 0.9436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9407, kappa: 0.8757, kb_relative_information_score: 0.8239, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9409, number_of_instances: 4601, precision: 0.9408, predictive_accuracy: 0.9409, prior_entropy: 0.9674, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.4343, unweighted_recall: 0.9359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9408, kappa: 0.876, kb_relative_information_score: 0.8308, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9409, number_of_instances: 4601, precision: 0.9408, predictive_accuracy: 0.9409, prior_entropy: 0.9674, relative_absolute_error: 0.1798, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.4301, unweighted_recall: 0.9374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9413, kappa: 0.8767, kb_relative_information_score: 0.7802, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9415, number_of_instances: 4601, precision: 0.9416, predictive_accuracy: 0.9415, prior_entropy: 0.9674, relative_absolute_error: 0.2438, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.4443, unweighted_recall: 0.9352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9456, kappa: 0.8859, kb_relative_information_score: 0.8417, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9457, number_of_instances: 4601, precision: 0.9456, predictive_accuracy: 0.9457, prior_entropy: 0.9674, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.4194, unweighted_recall: 0.9419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9467, kappa: 0.8883, kb_relative_information_score: 0.844, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9468, number_of_instances: 4601, precision: 0.9467, predictive_accuracy: 0.9468, prior_entropy: 0.9674, relative_absolute_error: 0.1655, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.415, unweighted_recall: 0.9432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9482, kappa: 0.8914, kb_relative_information_score: 0.837, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9483, number_of_instances: 4601, precision: 0.9482, predictive_accuracy: 0.9483, prior_entropy: 0.9674, relative_absolute_error: 0.1766, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.198, root_relative_squared_error: 0.4051, unweighted_recall: 0.9445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9471, kappa: 0.8891, kb_relative_information_score: 0.8371, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9472, number_of_instances: 4601, precision: 0.9471, predictive_accuracy: 0.9472, prior_entropy: 0.9674, relative_absolute_error: 0.1746, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.4161, unweighted_recall: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9451, kappa: 0.8849, kb_relative_information_score: 0.8334, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9452, number_of_instances: 4601, precision: 0.9452, predictive_accuracy: 0.9452, prior_entropy: 0.9674, relative_absolute_error: 0.1791, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.4153, unweighted_recall: 0.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9417, kappa: 0.8777, kb_relative_information_score: 0.8381, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9418, number_of_instances: 4601, precision: 0.9417, predictive_accuracy: 0.9418, prior_entropy: 0.9674, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.4343, unweighted_recall: 0.9379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9349, kappa: 0.863, kb_relative_information_score: 0.7304, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9352, number_of_instances: 4601, precision: 0.9355, predictive_accuracy: 0.9352, prior_entropy: 0.9674, relative_absolute_error: 0.3036, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.232, root_relative_squared_error: 0.4748, unweighted_recall: 0.9271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9372, kappa: 0.8682, kb_relative_information_score: 0.8148, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9374, number_of_instances: 4601, precision: 0.9373, predictive_accuracy: 0.9374, prior_entropy: 0.9674, relative_absolute_error: 0.1971, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4502, unweighted_recall: 0.9319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9458, kappa: 0.8864, kb_relative_information_score: 0.8535, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9459, number_of_instances: 4601, precision: 0.9458, predictive_accuracy: 0.9459, prior_entropy: 0.9674, relative_absolute_error: 0.1536, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.4171, unweighted_recall: 0.9422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9506, kappa: 0.8965, kb_relative_information_score: 0.8481, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9507, number_of_instances: 4601, precision: 0.9506, predictive_accuracy: 0.9507, prior_entropy: 0.9674, relative_absolute_error: 0.164, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.3963, unweighted_recall: 0.9472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9497, kappa: 0.8944, kb_relative_information_score: 0.8345, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9498, number_of_instances: 4601, precision: 0.9498, predictive_accuracy: 0.9498, prior_entropy: 0.9674, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.4086, unweighted_recall: 0.9453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.939, kappa: 0.8721, kb_relative_information_score: 0.8154, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9391, number_of_instances: 4601, precision: 0.939, predictive_accuracy: 0.9391, prior_entropy: 0.9674, relative_absolute_error: 0.1983, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4408, unweighted_recall: 0.9345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9366, kappa: 0.8668, kb_relative_information_score: 0.8029, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9368, number_of_instances: 4601, precision: 0.9367, predictive_accuracy: 0.9368, prior_entropy: 0.9674, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.4521, unweighted_recall: 0.9308,

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