Task
Supervised Classification on breast-w

Supervised Classification on breast-w

Task 15 Supervised Classification breast-w 24334 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_50 study_70 study_98 study_99 under100k under1m
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24334 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9485, kappa: 0.886, kb_relative_information_score: 0.8399, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9485, number_of_instances: 699, precision: 0.9485, predictive_accuracy: 0.9485, prior_entropy: 0.9293, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.4028, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.97, kappa: 0.9338, kb_relative_information_score: 0.8942, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1126, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3396, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.885, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3421, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9487, kappa: 0.8869, kb_relative_information_score: 0.8516, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9485, number_of_instances: 699, precision: 0.9492, predictive_accuracy: 0.9485, prior_entropy: 0.9293, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.3945, unweighted_recall: 0.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9686, kappa: 0.9306, kb_relative_information_score: 0.8945, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9687, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1123, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3395, unweighted_recall: 0.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9686, kappa: 0.9306, kb_relative_information_score: 0.8944, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9687, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1126, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.3383, unweighted_recall: 0.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9658, kappa: 0.9246, kb_relative_information_score: 0.8999, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9662, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.3402, unweighted_recall: 0.9659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9545, kappa: 0.9001, kb_relative_information_score: 0.8623, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9542, number_of_instances: 699, precision: 0.9556, predictive_accuracy: 0.9542, prior_entropy: 0.9293, relative_absolute_error: 0.1459, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3786, unweighted_recall: 0.9562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8846, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1234, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.3424, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9575, kappa: 0.907, kb_relative_information_score: 0.8441, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9571, number_of_instances: 699, precision: 0.9599, predictive_accuracy: 0.9571, prior_entropy: 0.9293, relative_absolute_error: 0.1702, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.4021, unweighted_recall: 0.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9658, kappa: 0.9246, kb_relative_information_score: 0.9003, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9662, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.3398, unweighted_recall: 0.9659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9642, kappa: 0.9208, kb_relative_information_score: 0.8858, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9642, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.163, root_relative_squared_error: 0.343, unweighted_recall: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9686, kappa: 0.9306, kb_relative_information_score: 0.8943, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9687, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1123, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.3381, unweighted_recall: 0.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8815, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3432, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9672, kappa: 0.9277, kb_relative_information_score: 0.8964, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9675, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.1102, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.3407, unweighted_recall: 0.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9588, kappa: 0.9097, kb_relative_information_score: 0.8666, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.9603, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.144, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.3764, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9324, kappa: 0.8496, kb_relative_information_score: 0.7846, mean_absolute_error: 0.1048, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9328, number_of_instances: 699, precision: 0.9325, predictive_accuracy: 0.9328, prior_entropy: 0.9293, relative_absolute_error: 0.2318, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.4626, unweighted_recall: 0.9202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9686, kappa: 0.9306, kb_relative_information_score: 0.8945, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9687, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1121, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.3383, unweighted_recall: 0.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9671, kappa: 0.9274, kb_relative_information_score: 0.8958, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.1107, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.3365, unweighted_recall: 0.9651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9575, kappa: 0.9072, kb_relative_information_score: 0.8505, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9571, number_of_instances: 699, precision: 0.9603, predictive_accuracy: 0.9571, prior_entropy: 0.9293, relative_absolute_error: 0.1624, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3989, unweighted_recall: 0.9643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9657, kappa: 0.924, kb_relative_information_score: 0.8924, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1144, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.3354, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9657, kappa: 0.9242, kb_relative_information_score: 0.8943, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1127, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.3359, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9657, kappa: 0.9242, kb_relative_information_score: 0.8951, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1115, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.16, root_relative_squared_error: 0.3366, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9588, kappa: 0.9097, kb_relative_information_score: 0.8667, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.9603, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.1437, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.3762, unweighted_recall: 0.9624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9561, kappa: 0.9038, kb_relative_information_score: 0.8432, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9557, number_of_instances: 699, precision: 0.9583, predictive_accuracy: 0.9557, prior_entropy: 0.9293, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.4044, unweighted_recall: 0.9612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9487, kappa: 0.8869, kb_relative_information_score: 0.851, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9485, number_of_instances: 699, precision: 0.9492, predictive_accuracy: 0.9485, prior_entropy: 0.9293, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.188, root_relative_squared_error: 0.3955, unweighted_recall: 0.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9658, kappa: 0.9245, kb_relative_information_score: 0.8811, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.966, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.3526, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9671, kappa: 0.9274, kb_relative_information_score: 0.8952, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.1112, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.3368, unweighted_recall: 0.9651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9516, kappa: 0.8934, kb_relative_information_score: 0.8541, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9514, number_of_instances: 699, precision: 0.9522, predictive_accuracy: 0.9514, prior_entropy: 0.9293, relative_absolute_error: 0.1547, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.3907, unweighted_recall: 0.9511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.9298, kappa: 0.8491, kb_relative_information_score: 0.7852, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9285, number_of_instances: 699, precision: 0.9408, predictive_accuracy: 0.9285, prior_entropy: 0.9293, relative_absolute_error: 0.2272, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.4842, unweighted_recall: 0.9454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9628, kappa: 0.9177, kb_relative_information_score: 0.8841, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.161, root_relative_squared_error: 0.3388, unweighted_recall: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9657, kappa: 0.924, kb_relative_information_score: 0.8909, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1162, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.3364, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9442, kappa: 0.8764, kb_relative_information_score: 0.8216, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9442, number_of_instances: 699, precision: 0.9442, predictive_accuracy: 0.9442, prior_entropy: 0.9293, relative_absolute_error: 0.1901, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.4284, unweighted_recall: 0.9378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.97, kappa: 0.9338, kb_relative_information_score: 0.893, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1625, root_relative_squared_error: 0.3419, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8845, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1235, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.163, root_relative_squared_error: 0.343, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9588, kappa: 0.9095, kb_relative_information_score: 0.8664, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.96, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.1429, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.3763, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9603, kappa: 0.9129, kb_relative_information_score: 0.8658, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9599, number_of_instances: 699, precision: 0.9619, predictive_accuracy: 0.9599, prior_entropy: 0.9293, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.3777, unweighted_recall: 0.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9413, kappa: 0.8701, kb_relative_information_score: 0.82, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9413, number_of_instances: 699, precision: 0.9413, predictive_accuracy: 0.9413, prior_entropy: 0.9293, relative_absolute_error: 0.1919, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.4296, unweighted_recall: 0.9346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9672, kappa: 0.9277, kb_relative_information_score: 0.8991, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9675, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.3402, unweighted_recall: 0.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.9357, kappa: 0.8556, kb_relative_information_score: 0.7402, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9371, number_of_instances: 699, precision: 0.9402, predictive_accuracy: 0.9371, prior_entropy: 0.9293, relative_absolute_error: 0.292, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.5156, unweighted_recall: 0.9126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.96, kappa: 0.9115, kb_relative_information_score: 0.8643, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9599, number_of_instances: 699, precision: 0.96, predictive_accuracy: 0.9599, prior_entropy: 0.9293, relative_absolute_error: 0.1457, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.3754, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9628, kappa: 0.9175, kb_relative_information_score: 0.889, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1183, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.3377, unweighted_recall: 0.9579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9658, kappa: 0.9246, kb_relative_information_score: 0.9002, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9662, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1066, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.3399, unweighted_recall: 0.9659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9576, kappa: 0.9074, kb_relative_information_score: 0.8486, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9571, number_of_instances: 699, precision: 0.9608, predictive_accuracy: 0.9571, prior_entropy: 0.9293, relative_absolute_error: 0.1645, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1907, root_relative_squared_error: 0.4013, unweighted_recall: 0.9653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9657, kappa: 0.9242, kb_relative_information_score: 0.8948, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.3372, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9672, kappa: 0.9278, kb_relative_information_score: 0.885, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9677, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.124, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1662, root_relative_squared_error: 0.3496, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9686, kappa: 0.9307, kb_relative_information_score: 0.8952, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9689, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1131, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.16, root_relative_squared_error: 0.3366, unweighted_recall: 0.9681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9487, kappa: 0.8869, kb_relative_information_score: 0.845, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9485, number_of_instances: 699, precision: 0.9492, predictive_accuracy: 0.9485, prior_entropy: 0.9293, relative_absolute_error: 0.164, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.4041, unweighted_recall: 0.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.9314, kappa: 0.8459, kb_relative_information_score: 0.7238, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9328, number_of_instances: 699, precision: 0.9355, predictive_accuracy: 0.9328, prior_entropy: 0.9293, relative_absolute_error: 0.311, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.5274, unweighted_recall: 0.9084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.953, kappa: 0.8966, kb_relative_information_score: 0.8577, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9528, number_of_instances: 699, precision: 0.9538, predictive_accuracy: 0.9528, prior_entropy: 0.9293, relative_absolute_error: 0.1508, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.183, root_relative_squared_error: 0.3851, unweighted_recall: 0.9532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.97, kappa: 0.9338, kb_relative_information_score: 0.8942, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1126, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.3406, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9471, kappa: 0.8832, kb_relative_information_score: 0.8398, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9471, number_of_instances: 699, precision: 0.9473, predictive_accuracy: 0.9471, prior_entropy: 0.9293, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.4109, unweighted_recall: 0.9429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.957, kappa: 0.9048, kb_relative_information_score: 0.8684, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9571, number_of_instances: 699, precision: 0.957, predictive_accuracy: 0.9571, prior_entropy: 0.9293, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.3633, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9642, kappa: 0.9208, kb_relative_information_score: 0.8959, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9642, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.11, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.3343, unweighted_recall: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9671, kappa: 0.9274, kb_relative_information_score: 0.8948, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.3363, unweighted_recall: 0.9651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9643, kappa: 0.9209, kb_relative_information_score: 0.8918, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9643, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.1147, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1604, root_relative_squared_error: 0.3374, unweighted_recall: 0.9609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8818, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1265, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3432, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9657, kappa: 0.924, kb_relative_information_score: 0.886, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.163, root_relative_squared_error: 0.3429, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9562, kappa: 0.9046, kb_relative_information_score: 0.8448, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9557, number_of_instances: 699, precision: 0.9602, predictive_accuracy: 0.9557, prior_entropy: 0.9293, relative_absolute_error: 0.1687, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.193, root_relative_squared_error: 0.406, unweighted_recall: 0.9652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8861, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1215, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.341, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9294, kappa: 0.8428, kb_relative_information_score: 0.7916, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9299, number_of_instances: 699, precision: 0.9297, predictive_accuracy: 0.9299, prior_entropy: 0.9293, relative_absolute_error: 0.2246, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.4542, unweighted_recall: 0.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9657, kappa: 0.924, kb_relative_information_score: 0.8858, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1633, root_relative_squared_error: 0.3436, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.97, kappa: 0.9338, kb_relative_information_score: 0.8947, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1122, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.3389, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9657, kappa: 0.9242, kb_relative_information_score: 0.8963, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.11, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.3364, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9534, kappa: 0.8986, kb_relative_information_score: 0.8572, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9528, number_of_instances: 699, precision: 0.9579, predictive_accuracy: 0.9528, prior_entropy: 0.9293, relative_absolute_error: 0.1472, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.4015, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9602, kappa: 0.9127, kb_relative_information_score: 0.8668, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9599, number_of_instances: 699, precision: 0.9616, predictive_accuracy: 0.9599, prior_entropy: 0.9293, relative_absolute_error: 0.143, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.3763, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9457, kappa: 0.8799, kb_relative_information_score: 0.8306, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9456, number_of_instances: 699, precision: 0.9458, predictive_accuracy: 0.9456, prior_entropy: 0.9293, relative_absolute_error: 0.1804, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4177, unweighted_recall: 0.9408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.933, kappa: 0.8496, kb_relative_information_score: 0.7222, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9342, number_of_instances: 699, precision: 0.9363, predictive_accuracy: 0.9342, prior_entropy: 0.9293, relative_absolute_error: 0.3129, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2509, root_relative_squared_error: 0.528, unweighted_recall: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8815, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3431, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.8577, kappa: 0.7065, kb_relative_information_score: 0.6462, mean_absolute_error: 0.1554, mean_prior_absolute_error: 0.4519, weighted_recall: 0.8541, number_of_instances: 699, precision: 0.8975, predictive_accuracy: 0.8541, prior_entropy: 0.9293, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.7248, unweighted_recall: 0.8886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9614, kappa: 0.9144, kb_relative_information_score: 0.8861, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.1214, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.3399, unweighted_recall: 0.9568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9686, kappa: 0.9307, kb_relative_information_score: 0.8941, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9689, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1145, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.3373, unweighted_recall: 0.9681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9457, kappa: 0.8799, kb_relative_information_score: 0.8361, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9456, number_of_instances: 699, precision: 0.9458, predictive_accuracy: 0.9456, prior_entropy: 0.9293, relative_absolute_error: 0.1737, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.4139, unweighted_recall: 0.9408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9658, kappa: 0.9246, kb_relative_information_score: 0.9002, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9662, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1066, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.3399, unweighted_recall: 0.9659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9515, kappa: 0.8932, kb_relative_information_score: 0.8479, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9514, number_of_instances: 699, precision: 0.952, predictive_accuracy: 0.9514, prior_entropy: 0.9293, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.19, root_relative_squared_error: 0.3997, unweighted_recall: 0.9501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8816, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3431, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9686, kappa: 0.9306, kb_relative_information_score: 0.8945, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9687, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.112, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.3393, unweighted_recall: 0.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.8674, kappa: 0.7249, kb_relative_information_score: 0.6367, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.4519, weighted_recall: 0.8641, number_of_instances: 699, precision: 0.9025, predictive_accuracy: 0.8641, prior_entropy: 0.9293, relative_absolute_error: 0.3664, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.3102, root_relative_squared_error: 0.6526, unweighted_recall: 0.8963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9628, kappa: 0.9175, kb_relative_information_score: 0.8894, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1177, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.338, unweighted_recall: 0.9579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9629, kappa: 0.9183, kb_relative_information_score: 0.8693, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9634, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.3691, unweighted_recall: 0.9628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9628, kappa: 0.9177, kb_relative_information_score: 0.8894, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1179, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.3377, unweighted_recall: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9686, kappa: 0.9307, kb_relative_information_score: 0.8964, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9689, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.3371, unweighted_recall: 0.9681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8815, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3432, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9471, kappa: 0.8832, kb_relative_information_score: 0.8371, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9471, number_of_instances: 699, precision: 0.9473, predictive_accuracy: 0.9471, prior_entropy: 0.9293, relative_absolute_error: 0.172, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4148, unweighted_recall: 0.9429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9629, kappa: 0.918, kb_relative_information_score: 0.8846, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.963, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.124, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.3386, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8815, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3431, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9294, kappa: 0.8428, kb_relative_information_score: 0.7819, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9299, number_of_instances: 699, precision: 0.9297, predictive_accuracy: 0.9299, prior_entropy: 0.9293, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.4643, unweighted_recall: 0.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9657, kappa: 0.924, kb_relative_information_score: 0.8859, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.3437, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8842, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1235, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.3428, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9643, kappa: 0.9211, kb_relative_information_score: 0.8904, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9644, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.1163, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.3384, unweighted_recall: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8842, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1239, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.3423, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8826, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1625, root_relative_squared_error: 0.3418, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9658, kappa: 0.9246, kb_relative_information_score: 0.9001, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9662, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1067, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.3401, unweighted_recall: 0.9659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9573, kappa: 0.9061, kb_relative_information_score: 0.8637, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9571, number_of_instances: 699, precision: 0.9582, predictive_accuracy: 0.9571, prior_entropy: 0.9293, relative_absolute_error: 0.1446, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.3775, unweighted_recall: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9686, kappa: 0.9306, kb_relative_information_score: 0.8942, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9687, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1125, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.3388, unweighted_recall: 0.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9437, kappa: 0.8781, kb_relative_information_score: 0.8014, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9428, number_of_instances: 699, precision: 0.9509, predictive_accuracy: 0.9428, prior_entropy: 0.9293, relative_absolute_error: 0.2122, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.4631, unweighted_recall: 0.9563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.8833, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3422, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9589, kappa: 0.91, kb_relative_information_score: 0.8618, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.9611, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.3836, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9396, kappa: 0.8657, kb_relative_information_score: 0.7982, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9399, number_of_instances: 699, precision: 0.9397, predictive_accuracy: 0.9399, prior_entropy: 0.9293, relative_absolute_error: 0.2192, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.443, unweighted_recall: 0.9286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.9283, kappa: 0.839, kb_relative_information_score: 0.7342, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9299, number_of_instances: 699, precision: 0.9329, predictive_accuracy: 0.9299, prior_entropy: 0.9293, relative_absolute_error: 0.2975, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2466, root_relative_squared_error: 0.5187, unweighted_recall: 0.9042,

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

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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