OpenML
Supervised Classification on splice

Supervised Classification on splice

Task 45 Supervised Classification splice 19582 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_70 study_98 study_99 under100k under1m
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19582 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9599, kappa: 0.9348, kb_relative_information_score: 0.6241, mean_absolute_error: 0.2019, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9599, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.4922, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2473, root_relative_squared_error: 0.5461, unweighted_recall: 0.9547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9578, kappa: 0.9316, kb_relative_information_score: 0.8589, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9577, number_of_instances: 3190, precision: 0.9584, predictive_accuracy: 0.9577, prior_entropy: 1.4802, relative_absolute_error: 0.1879, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.3508, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.5459, kappa: 0.2526, kb_relative_information_score: 0.2404, mean_absolute_error: 0.3485, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6194, number_of_instances: 3190, precision: 0.7805, predictive_accuracy: 0.6194, prior_entropy: 1.4802, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3878, root_relative_squared_error: 0.8565, unweighted_recall: 0.4727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9668, kappa: 0.946, kb_relative_information_score: 0.7404, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9668, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.3501, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4357, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.956, kappa: 0.9286, kb_relative_information_score: 0.8904, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9558, number_of_instances: 3190, precision: 0.9566, predictive_accuracy: 0.9558, prior_entropy: 1.4802, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.3387, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9683, kappa: 0.9485, kb_relative_information_score: 0.7405, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9683, number_of_instances: 3190, precision: 0.9683, predictive_accuracy: 0.9683, prior_entropy: 1.4802, relative_absolute_error: 0.3501, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.4355, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9538, kappa: 0.925, kb_relative_information_score: 0.8889, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9536, number_of_instances: 3190, precision: 0.9544, predictive_accuracy: 0.9536, prior_entropy: 1.4802, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.3516, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.8901, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.96, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.1434, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.326, unweighted_recall: 0.9589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9585, kappa: 0.9326, kb_relative_information_score: 0.8279, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9588, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.2324, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.3702, unweighted_recall: 0.9574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9622, kappa: 0.9385, kb_relative_information_score: 0.8606, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9621, number_of_instances: 3190, precision: 0.9624, predictive_accuracy: 0.9621, prior_entropy: 1.4802, relative_absolute_error: 0.186, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1536, root_relative_squared_error: 0.3392, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9594, kappa: 0.934, kb_relative_information_score: 0.7955, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9592, number_of_instances: 3190, precision: 0.9597, predictive_accuracy: 0.9592, prior_entropy: 1.4802, relative_absolute_error: 0.2772, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.3964, unweighted_recall: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9634, kappa: 0.9406, kb_relative_information_score: 0.8618, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9633, number_of_instances: 3190, precision: 0.9637, predictive_accuracy: 0.9633, prior_entropy: 1.4802, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.3372, unweighted_recall: 0.9627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9609, kappa: 0.9366, kb_relative_information_score: 0.8545, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9612, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.1961, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3428, unweighted_recall: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9683, kappa: 0.9485, kb_relative_information_score: 0.7405, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9683, number_of_instances: 3190, precision: 0.9683, predictive_accuracy: 0.9683, prior_entropy: 1.4802, relative_absolute_error: 0.3501, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.4355, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9591, kappa: 0.9336, kb_relative_information_score: 0.9012, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9595, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.1248, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1494, root_relative_squared_error: 0.33, unweighted_recall: 0.9589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9578, kappa: 0.9315, kb_relative_information_score: 0.8789, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9577, number_of_instances: 3190, precision: 0.9583, predictive_accuracy: 0.9577, prior_entropy: 1.4802, relative_absolute_error: 0.1578, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.152, root_relative_squared_error: 0.3356, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.96, kappa: 0.935, kb_relative_information_score: 0.8684, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9603, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.1745, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.3362, unweighted_recall: 0.9586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9588, kappa: 0.9331, kb_relative_information_score: 0.8279, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9586, number_of_instances: 3190, precision: 0.9591, predictive_accuracy: 0.9586, prior_entropy: 1.4802, relative_absolute_error: 0.2321, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.3716, unweighted_recall: 0.9573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.969, kappa: 0.9495, kb_relative_information_score: 0.7523, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.4101, weighted_recall: 0.969, number_of_instances: 3190, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 1.4802, relative_absolute_error: 0.3331, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.194, root_relative_squared_error: 0.4285, unweighted_recall: 0.9642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9513, kappa: 0.9211, kb_relative_information_score: 0.8596, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9511, number_of_instances: 3190, precision: 0.9521, predictive_accuracy: 0.9511, prior_entropy: 1.4802, relative_absolute_error: 0.1833, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.365, unweighted_recall: 0.9511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9582, kappa: 0.9321, kb_relative_information_score: 0.8776, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.4101, weighted_recall: 0.958, number_of_instances: 3190, precision: 0.9586, predictive_accuracy: 0.958, prior_entropy: 1.4802, relative_absolute_error: 0.1606, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.3382, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9609, kappa: 0.9366, kb_relative_information_score: 0.8546, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9613, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.1951, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.345, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.8987, kappa: 0.831, kb_relative_information_score: 0.4418, mean_absolute_error: 0.2807, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9003, number_of_instances: 3190, precision: 0.9122, predictive_accuracy: 0.9003, prior_entropy: 1.4802, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3183, root_relative_squared_error: 0.7029, unweighted_recall: 0.8635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9609, kappa: 0.9365, kb_relative_information_score: 0.8672, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9612, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.1765, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.3345, unweighted_recall: 0.9592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9566, kappa: 0.9296, kb_relative_information_score: 0.8817, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9564, number_of_instances: 3190, precision: 0.9572, predictive_accuracy: 0.9564, prior_entropy: 1.4802, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.3414, unweighted_recall: 0.9559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9603, kappa: 0.9356, kb_relative_information_score: 0.8751, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9602, number_of_instances: 3190, precision: 0.9608, predictive_accuracy: 0.9602, prior_entropy: 1.4802, relative_absolute_error: 0.1648, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.3374, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9591, kappa: 0.9335, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9593, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.328, unweighted_recall: 0.9573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9631, kappa: 0.94, kb_relative_information_score: 0.8352, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.2228, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1622, root_relative_squared_error: 0.3582, unweighted_recall: 0.9613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9649, kappa: 0.9429, kb_relative_information_score: 0.673, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9649, number_of_instances: 3190, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 1.4802, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.4965, unweighted_recall: 0.9597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9569, kappa: 0.9301, kb_relative_information_score: 0.8885, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9567, number_of_instances: 3190, precision: 0.9575, predictive_accuracy: 0.9567, prior_entropy: 1.4802, relative_absolute_error: 0.1441, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.151, root_relative_squared_error: 0.3335, unweighted_recall: 0.9564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9557, kappa: 0.9281, kb_relative_information_score: 0.8717, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9555, number_of_instances: 3190, precision: 0.9563, predictive_accuracy: 0.9555, prior_entropy: 1.4802, relative_absolute_error: 0.1673, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.3509, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9594, kappa: 0.9341, kb_relative_information_score: 0.8807, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9592, number_of_instances: 3190, precision: 0.9598, predictive_accuracy: 0.9592, prior_entropy: 1.4802, relative_absolute_error: 0.1552, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1514, root_relative_squared_error: 0.3344, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.814, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9634, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.2534, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.169, root_relative_squared_error: 0.3733, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9621, kappa: 0.9385, kb_relative_information_score: 0.8494, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9621, number_of_instances: 3190, precision: 0.9623, predictive_accuracy: 0.9621, prior_entropy: 1.4802, relative_absolute_error: 0.202, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.3452, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9585, kappa: 0.9326, kb_relative_information_score: 0.9023, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9589, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1214, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.3377, unweighted_recall: 0.9576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9603, kappa: 0.9355, kb_relative_information_score: 0.8745, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9602, number_of_instances: 3190, precision: 0.9606, predictive_accuracy: 0.9602, prior_entropy: 1.4802, relative_absolute_error: 0.1651, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.3328, unweighted_recall: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9683, kappa: 0.9485, kb_relative_information_score: 0.7413, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9683, number_of_instances: 3190, precision: 0.9683, predictive_accuracy: 0.9683, prior_entropy: 1.4802, relative_absolute_error: 0.3493, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.4346, unweighted_recall: 0.9638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9606, kappa: 0.9361, kb_relative_information_score: 0.888, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9605, number_of_instances: 3190, precision: 0.961, predictive_accuracy: 0.9605, prior_entropy: 1.4802, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.148, root_relative_squared_error: 0.3269, unweighted_recall: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9642, kappa: 0.9416, kb_relative_information_score: 0.6881, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9643, number_of_instances: 3190, precision: 0.9643, predictive_accuracy: 0.9643, prior_entropy: 1.4802, relative_absolute_error: 0.415, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.4872, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9554, kappa: 0.9275, kb_relative_information_score: 0.8934, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9552, number_of_instances: 3190, precision: 0.9559, predictive_accuracy: 0.9552, prior_entropy: 1.4802, relative_absolute_error: 0.1337, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.3485, unweighted_recall: 0.9542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9615, kappa: 0.9376, kb_relative_information_score: 0.877, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9618, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.1633, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.3293, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9594, kappa: 0.9341, kb_relative_information_score: 0.8777, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9592, number_of_instances: 3190, precision: 0.9598, predictive_accuracy: 0.9592, prior_entropy: 1.4802, relative_absolute_error: 0.161, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1517, root_relative_squared_error: 0.3351, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9671, kappa: 0.9466, kb_relative_information_score: 0.8063, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9671, number_of_instances: 3190, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 1.4802, relative_absolute_error: 0.2635, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3779, unweighted_recall: 0.9642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9501, kappa: 0.9189, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9498, number_of_instances: 3190, precision: 0.9507, predictive_accuracy: 0.9498, prior_entropy: 1.4802, relative_absolute_error: 0.1163, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.163, root_relative_squared_error: 0.3599, unweighted_recall: 0.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.96, kappa: 0.935, kb_relative_information_score: 0.8858, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9603, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.3296, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.96, kappa: 0.9349, kb_relative_information_score: 0.7384, mean_absolute_error: 0.1437, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9602, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.202, root_relative_squared_error: 0.4462, unweighted_recall: 0.9568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9584, kappa: 0.9325, kb_relative_information_score: 0.8722, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9588, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1679, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.153, root_relative_squared_error: 0.338, unweighted_recall: 0.9571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9316, kappa: 0.8889, kb_relative_information_score: 0.7131, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9317, number_of_instances: 3190, precision: 0.9316, predictive_accuracy: 0.9317, prior_entropy: 1.4802, relative_absolute_error: 0.3677, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.504, unweighted_recall: 0.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9142, kappa: 0.8609, kb_relative_information_score: 0.793, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9135, number_of_instances: 3190, precision: 0.9161, predictive_accuracy: 0.9135, prior_entropy: 1.4802, relative_absolute_error: 0.2656, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.4724, unweighted_recall: 0.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9121, kappa: 0.8577, kb_relative_information_score: 0.8179, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9113, number_of_instances: 3190, precision: 0.9147, predictive_accuracy: 0.9113, prior_entropy: 1.4802, relative_absolute_error: 0.2253, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.4597, unweighted_recall: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.331, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9625, kappa: 0.9392, kb_relative_information_score: 0.9343, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9624, number_of_instances: 3190, precision: 0.963, predictive_accuracy: 0.9624, prior_entropy: 1.4802, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.3237, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9631, kappa: 0.9401, kb_relative_information_score: 0.9371, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.4101, weighted_recall: 0.963, number_of_instances: 3190, precision: 0.9634, predictive_accuracy: 0.963, prior_entropy: 1.4802, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1424, root_relative_squared_error: 0.3145, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9613, kappa: 0.9371, kb_relative_information_score: 0.9406, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9617, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.066, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.328, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9613, kappa: 0.9371, kb_relative_information_score: 0.9406, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9617, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.066, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.328, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9634, kappa: 0.9406, kb_relative_information_score: 0.9345, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9633, number_of_instances: 3190, precision: 0.9637, predictive_accuracy: 0.9633, prior_entropy: 1.4802, relative_absolute_error: 0.0771, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1423, root_relative_squared_error: 0.3142, unweighted_recall: 0.9627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9603, kappa: 0.9356, kb_relative_information_score: 0.9335, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9602, number_of_instances: 3190, precision: 0.9608, predictive_accuracy: 0.9602, prior_entropy: 1.4802, relative_absolute_error: 0.0765, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.3229, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.331, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9613, kappa: 0.9371, kb_relative_information_score: 0.9406, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9617, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.066, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.328, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.961, kappa: 0.9366, kb_relative_information_score: 0.932, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.9614, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.0809, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1423, root_relative_squared_error: 0.3143, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9597, kappa: 0.9346, kb_relative_information_score: 0.9348, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9596, number_of_instances: 3190, precision: 0.9601, predictive_accuracy: 0.9596, prior_entropy: 1.4802, relative_absolute_error: 0.0754, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.146, root_relative_squared_error: 0.3224, unweighted_recall: 0.9598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.331, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.331, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.331, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.9136, kappa: 0.8597, kb_relative_information_score: 0.8669, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9135, number_of_instances: 3190, precision: 0.9138, predictive_accuracy: 0.9135, prior_entropy: 1.4802, relative_absolute_error: 0.1409, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.5307, unweighted_recall: 0.9058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.331, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.331, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9628, kappa: 0.9397, kb_relative_information_score: 0.9328, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9627, number_of_instances: 3190, precision: 0.9633, predictive_accuracy: 0.9627, prior_entropy: 1.4802, relative_absolute_error: 0.0794, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.142, root_relative_squared_error: 0.3137, unweighted_recall: 0.9635,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9585, kappa: 0.9327, kb_relative_information_score: 0.9028, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9592, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1253, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.145, root_relative_squared_error: 0.3202, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7727, f_measure: 0.6247, kappa: 0.3707, kb_relative_information_score: 0.2604, mean_absolute_error: 0.3208, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6705, number_of_instances: 3190, precision: 0.7975, predictive_accuracy: 0.6705, prior_entropy: 1.4802, relative_absolute_error: 0.7822, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.8736, unweighted_recall: 0.5438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.331, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.331, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9613, kappa: 0.9371, kb_relative_information_score: 0.9406, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9617, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.066, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.328, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9619, kappa: 0.9381, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9618, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 1.4802, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.331, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.96, kappa: 0.9351, kb_relative_information_score: 0.9341, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9605, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.0765, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.3234, unweighted_recall: 0.9593,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.959, kappa: 0.9335, kb_relative_information_score: 0.9119, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9593, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.3228, unweighted_recall: 0.9575,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9612, kappa: 0.9369, kb_relative_information_score: 0.9159, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9612, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.1031, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.3126, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9612, kappa: 0.937, kb_relative_information_score: 0.9133, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9614, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.144, root_relative_squared_error: 0.318, unweighted_recall: 0.9594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.909, kappa: 0.8517, kb_relative_information_score: 0.6738, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9075, number_of_instances: 3190, precision: 0.9125, predictive_accuracy: 0.9075, prior_entropy: 1.4802, relative_absolute_error: 0.4111, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.5665, unweighted_recall: 0.8996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.909, kappa: 0.8517, kb_relative_information_score: 0.6738, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9075, number_of_instances: 3190, precision: 0.9125, predictive_accuracy: 0.9075, prior_entropy: 1.4802, relative_absolute_error: 0.4111, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.5665, unweighted_recall: 0.8996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9668, kappa: 0.9461, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9669, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.0981, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.3035, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6749, f_measure: 0.5625, kappa: 0.2765, kb_relative_information_score: 0.2065, mean_absolute_error: 0.338, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6295, number_of_instances: 3190, precision: 0.7825, predictive_accuracy: 0.6295, prior_entropy: 1.4802, relative_absolute_error: 0.8243, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.9106, unweighted_recall: 0.4869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9681, kappa: 0.9481, kb_relative_information_score: 0.9255, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.4101, weighted_recall: 0.968, number_of_instances: 3190, precision: 0.9681, predictive_accuracy: 0.968, prior_entropy: 1.4802, relative_absolute_error: 0.0917, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.2948, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.969, kappa: 0.9496, kb_relative_information_score: 0.9311, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.4101, weighted_recall: 0.969, number_of_instances: 3190, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 1.4802, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.2852, unweighted_recall: 0.9661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.969, kappa: 0.9496, kb_relative_information_score: 0.9311, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.4101, weighted_recall: 0.969, number_of_instances: 3190, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 1.4802, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.2852, unweighted_recall: 0.9661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9637, kappa: 0.941, kb_relative_information_score: 0.914, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9636, number_of_instances: 3190, precision: 0.9638, predictive_accuracy: 0.9636, prior_entropy: 1.4802, relative_absolute_error: 0.1063, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.315, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9246, kappa: 0.8776, kb_relative_information_score: 0.8516, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9245, number_of_instances: 3190, precision: 0.9249, predictive_accuracy: 0.9245, prior_entropy: 1.4802, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.438, unweighted_recall: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.8951, kappa: 0.8301, kb_relative_information_score: 0.683, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.4101, weighted_recall: 0.894, number_of_instances: 3190, precision: 0.9095, predictive_accuracy: 0.894, prior_entropy: 1.4802, relative_absolute_error: 0.4003, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.5583, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9384, kappa: 0.8999, kb_relative_information_score: 0.8683, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9382, number_of_instances: 3190, precision: 0.9386, predictive_accuracy: 0.9382, prior_entropy: 1.4802, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.3921, unweighted_recall: 0.9335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9315, kappa: 0.8889, kb_relative_information_score: 0.8538, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9313, number_of_instances: 3190, precision: 0.9319, predictive_accuracy: 0.9313, prior_entropy: 1.4802, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.4198, unweighted_recall: 0.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.8951, kappa: 0.8301, kb_relative_information_score: 0.683, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.4101, weighted_recall: 0.894, number_of_instances: 3190, precision: 0.9095, predictive_accuracy: 0.894, prior_entropy: 1.4802, relative_absolute_error: 0.4003, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.5583, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9532, kappa: 0.9241, kb_relative_information_score: 0.9046, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.4101, weighted_recall: 0.953, number_of_instances: 3190, precision: 0.9539, predictive_accuracy: 0.953, prior_entropy: 1.4802, relative_absolute_error: 0.1174, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3427, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9585, kappa: 0.9327, kb_relative_information_score: 0.9127, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.959, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.3261, unweighted_recall: 0.9597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.7378, kappa: 0.556, kb_relative_information_score: 0.62, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.4101, weighted_recall: 0.7567, number_of_instances: 3190, precision: 0.8324, predictive_accuracy: 0.7567, prior_entropy: 1.4802, relative_absolute_error: 0.393, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3125, root_relative_squared_error: 0.6902, unweighted_recall: 0.6635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9562, kappa: 0.9288, kb_relative_information_score: 0.9046, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9561, number_of_instances: 3190, precision: 0.9564, predictive_accuracy: 0.9561, prior_entropy: 1.4802, relative_absolute_error: 0.1175, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1498, root_relative_squared_error: 0.3308, unweighted_recall: 0.9529,

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

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