Task
Supervised Classification on spambase

Supervised Classification on spambase

Task 43 Supervised Classification spambase 99455 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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99455 Runs

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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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9406, kappa: 0.8753, kb_relative_information_score: 0.7857, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9409, number_of_instances: 4601, precision: 0.941, predictive_accuracy: 0.9409, prior_entropy: 0.9674, relative_absolute_error: 0.2383, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.4374, unweighted_recall: 0.9343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9471, kappa: 0.889, kb_relative_information_score: 0.8482, mean_absolute_error: 0.0771, 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: 0.1613, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.416, unweighted_recall: 0.9429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9469, kappa: 0.8886, kb_relative_information_score: 0.8295, mean_absolute_error: 0.0881, 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: 0.1844, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4136, unweighted_recall: 0.9428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9469, kappa: 0.8886, kb_relative_information_score: 0.8472, mean_absolute_error: 0.077, 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: 0.1613, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.4188, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9417, kappa: 0.8777, kb_relative_information_score: 0.8356, mean_absolute_error: 0.0825, 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: 0.1729, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2145, root_relative_squared_error: 0.439, unweighted_recall: 0.9376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9504, kappa: 0.8961, kb_relative_information_score: 0.8497, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9504, number_of_instances: 4601, precision: 0.9504, predictive_accuracy: 0.9504, prior_entropy: 0.9674, relative_absolute_error: 0.1624, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.3943, unweighted_recall: 0.9472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9381, kappa: 0.87, kb_relative_information_score: 0.8005, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9383, number_of_instances: 4601, precision: 0.9382, predictive_accuracy: 0.9383, prior_entropy: 0.9674, relative_absolute_error: 0.2167, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.4456, unweighted_recall: 0.9326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9405, kappa: 0.8752, kb_relative_information_score: 0.8068, mean_absolute_error: 0.1003, 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: 0.21, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.4394, unweighted_recall: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9373, kappa: 0.8682, kb_relative_information_score: 0.7546, mean_absolute_error: 0.1311, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9376, number_of_instances: 4601, precision: 0.9378, predictive_accuracy: 0.9376, prior_entropy: 0.9674, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.46, unweighted_recall: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9438, kappa: 0.8819, kb_relative_information_score: 0.8059, mean_absolute_error: 0.1021, 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: 0.2138, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4273, unweighted_recall: 0.9386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9425, kappa: 0.8795, kb_relative_information_score: 0.8449, mean_absolute_error: 0.0771, 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: 0.1615, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.4382, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9512, kappa: 0.8977, kb_relative_information_score: 0.8445, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9513, number_of_instances: 4601, precision: 0.9513, predictive_accuracy: 0.9513, prior_entropy: 0.9674, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.3995, unweighted_recall: 0.9475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9502, kappa: 0.8955, kb_relative_information_score: 0.85, mean_absolute_error: 0.0764, 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: 0.1601, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.406, unweighted_recall: 0.9468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9467, kappa: 0.8883, kb_relative_information_score: 0.8364, mean_absolute_error: 0.084, 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: 0.1759, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4135, unweighted_recall: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9463, kappa: 0.8874, kb_relative_information_score: 0.8413, mean_absolute_error: 0.0806, 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: 0.1688, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2019, root_relative_squared_error: 0.4132, unweighted_recall: 0.9429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9386, kappa: 0.8711, kb_relative_information_score: 0.814, mean_absolute_error: 0.0949, 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: 0.1986, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.4478, unweighted_recall: 0.9337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9358, kappa: 0.8649, kb_relative_information_score: 0.7492, mean_absolute_error: 0.1346, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9361, number_of_instances: 4601, precision: 0.9363, predictive_accuracy: 0.9361, prior_entropy: 0.9674, relative_absolute_error: 0.2819, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.461, unweighted_recall: 0.9285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9373, kappa: 0.8685, kb_relative_information_score: 0.8236, mean_absolute_error: 0.0886, 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: 0.1855, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.222, root_relative_squared_error: 0.4544, unweighted_recall: 0.9329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9419, kappa: 0.8781, kb_relative_information_score: 0.8279, mean_absolute_error: 0.088, 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: 0.1843, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.4314, unweighted_recall: 0.9377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9405, kappa: 0.8752, kb_relative_information_score: 0.8278, mean_absolute_error: 0.0879, 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: 0.184, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4315, unweighted_recall: 0.9357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9543, kappa: 0.9041, kb_relative_information_score: 0.8528, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9544, number_of_instances: 4601, precision: 0.9543, predictive_accuracy: 0.9544, prior_entropy: 0.9674, relative_absolute_error: 0.1586, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.3957, unweighted_recall: 0.9507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9434, kappa: 0.8813, kb_relative_information_score: 0.8424, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9435, number_of_instances: 4601, precision: 0.9434, predictive_accuracy: 0.9435, prior_entropy: 0.9674, relative_absolute_error: 0.166, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.4225, unweighted_recall: 0.9391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9455, kappa: 0.8857, kb_relative_information_score: 0.8167, mean_absolute_error: 0.0958, 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: 0.2007, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.4203, unweighted_recall: 0.9407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.946, kappa: 0.8867, kb_relative_information_score: 0.8393, mean_absolute_error: 0.0824, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9461, number_of_instances: 4601, precision: 0.946, predictive_accuracy: 0.9461, prior_entropy: 0.9674, relative_absolute_error: 0.1725, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.4112, unweighted_recall: 0.9418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9456, kappa: 0.8859, kb_relative_information_score: 0.8228, mean_absolute_error: 0.0922, 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: 0.193, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.4181, unweighted_recall: 0.9417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9443, kappa: 0.8833, kb_relative_information_score: 0.8471, mean_absolute_error: 0.0765, 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: 0.1601, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.4288, unweighted_recall: 0.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.938, kappa: 0.8696, kb_relative_information_score: 0.7749, mean_absolute_error: 0.1197, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9383, number_of_instances: 4601, precision: 0.9384, predictive_accuracy: 0.9383, prior_entropy: 0.9674, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.4479, unweighted_recall: 0.9311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9495, kappa: 0.8942, kb_relative_information_score: 0.8444, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9496, number_of_instances: 4601, precision: 0.9495, predictive_accuracy: 0.9496, prior_entropy: 0.9674, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.3998, unweighted_recall: 0.9461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9436, kappa: 0.8816, kb_relative_information_score: 0.8219, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.4776, weighted_recall: 0.9437, number_of_instances: 4601, precision: 0.9437, predictive_accuracy: 0.9437, prior_entropy: 0.9674, relative_absolute_error: 0.1925, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.4259, unweighted_recall: 0.9387,

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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Use one of our APIs to download data from OpenML and upload your results

OpenML APIs