OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 9977 Supervised Classification nomao 32524 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_123 study_14 study_218 study_99
Issue #Downvotes for this reason By


Metric:

32524 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.956, kappa: 0.8922, kb_relative_information_score: 0.8436, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.4081, weighted_recall: 0.956, number_of_instances: 34465, precision: 0.956, predictive_accuracy: 0.956, prior_entropy: 0.863, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.18, root_relative_squared_error: 0.3985, unweighted_recall: 0.9456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9559, kappa: 0.8918, kb_relative_information_score: 0.8439, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9559, number_of_instances: 34465, precision: 0.9558, predictive_accuracy: 0.9559, prior_entropy: 0.863, relative_absolute_error: 0.1588, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.4012, unweighted_recall: 0.9454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8156, f_measure: 0.776, kappa: 0.4359, kb_relative_information_score: 0.289, mean_absolute_error: 0.2834, mean_prior_absolute_error: 0.4081, weighted_recall: 0.7845, number_of_instances: 34465, precision: 0.7744, predictive_accuracy: 0.7845, prior_entropy: 0.863, relative_absolute_error: 0.6944, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.392, root_relative_squared_error: 0.8677, unweighted_recall: 0.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.963, kappa: 0.9094, kb_relative_information_score: 0.8667, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.4081, weighted_recall: 0.963, number_of_instances: 34465, precision: 0.963, predictive_accuracy: 0.963, prior_entropy: 0.863, relative_absolute_error: 0.137, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.3689, unweighted_recall: 0.9545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.8513, kappa: 0.6187, kb_relative_information_score: 0.4994, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8644, number_of_instances: 34465, precision: 0.8784, predictive_accuracy: 0.8644, prior_entropy: 0.863, relative_absolute_error: 0.5077, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.6783, unweighted_recall: 0.7695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.8513, kappa: 0.6187, kb_relative_information_score: 0.4994, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8644, number_of_instances: 34465, precision: 0.8784, predictive_accuracy: 0.8644, prior_entropy: 0.863, relative_absolute_error: 0.5077, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.6783, unweighted_recall: 0.7695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9582, kappa: 0.8971, kb_relative_information_score: 0.8355, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9584, number_of_instances: 34465, precision: 0.9582, predictive_accuracy: 0.9584, prior_entropy: 0.863, relative_absolute_error: 0.1759, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.3992, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.8963, kappa: 0.737, kb_relative_information_score: 0.6494, mean_absolute_error: 0.1461, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9016, number_of_instances: 34465, precision: 0.9067, predictive_accuracy: 0.9016, prior_entropy: 0.863, relative_absolute_error: 0.3579, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2634, root_relative_squared_error: 0.5831, unweighted_recall: 0.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.8759, kappa: 0.6836, kb_relative_information_score: 0.5839, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8843, number_of_instances: 34465, precision: 0.8927, predictive_accuracy: 0.8843, prior_entropy: 0.863, relative_absolute_error: 0.4195, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2847, root_relative_squared_error: 0.6302, unweighted_recall: 0.8064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9498, kappa: 0.8766, kb_relative_information_score: 0.8238, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9499, number_of_instances: 34465, precision: 0.9497, predictive_accuracy: 0.9499, prior_entropy: 0.863, relative_absolute_error: 0.1791, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.427, unweighted_recall: 0.9366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9502, kappa: 0.878, kb_relative_information_score: 0.8226, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9503, number_of_instances: 34465, precision: 0.9502, predictive_accuracy: 0.9503, prior_entropy: 0.863, relative_absolute_error: 0.1808, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.424, unweighted_recall: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.951, kappa: 0.879, kb_relative_information_score: 0.8035, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9513, number_of_instances: 34465, precision: 0.951, predictive_accuracy: 0.9513, prior_entropy: 0.863, relative_absolute_error: 0.2106, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4341, unweighted_recall: 0.9334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9439, kappa: 0.862, kb_relative_information_score: 0.8013, mean_absolute_error: 0.0824, mean_prior_absolute_error: 0.4081, weighted_recall: 0.944, number_of_instances: 34465, precision: 0.9438, predictive_accuracy: 0.944, prior_entropy: 0.863, relative_absolute_error: 0.202, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.4548, unweighted_recall: 0.9287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9504, kappa: 0.8785, kb_relative_information_score: 0.8226, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9505, number_of_instances: 34465, precision: 0.9504, predictive_accuracy: 0.9505, prior_entropy: 0.863, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.424, unweighted_recall: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9418, kappa: 0.8563, kb_relative_information_score: 0.7527, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9423, number_of_instances: 34465, precision: 0.9419, predictive_accuracy: 0.9423, prior_entropy: 0.863, relative_absolute_error: 0.26, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.4842, unweighted_recall: 0.9212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9615, kappa: 0.9055, kb_relative_information_score: 0.8572, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9616, number_of_instances: 34465, precision: 0.9615, predictive_accuracy: 0.9616, prior_entropy: 0.863, relative_absolute_error: 0.1495, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.3824, unweighted_recall: 0.9507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9551, kappa: 0.8898, kb_relative_information_score: 0.8393, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9551, number_of_instances: 34465, precision: 0.9551, predictive_accuracy: 0.9551, prior_entropy: 0.863, relative_absolute_error: 0.1639, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.4044, unweighted_recall: 0.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9505, kappa: 0.8786, kb_relative_information_score: 0.8224, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9505, number_of_instances: 34465, precision: 0.9505, predictive_accuracy: 0.9505, prior_entropy: 0.863, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.4239, unweighted_recall: 0.9388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8212, f_measure: 0.6989, kappa: 0.2329, kb_relative_information_score: 0.1624, mean_absolute_error: 0.3311, mean_prior_absolute_error: 0.4081, weighted_recall: 0.7631, number_of_instances: 34465, precision: 0.8085, predictive_accuracy: 0.7631, prior_entropy: 0.863, relative_absolute_error: 0.8114, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4009, root_relative_squared_error: 0.8875, unweighted_recall: 0.5882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9598, kappa: 0.9012, kb_relative_information_score: 0.8437, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9598, number_of_instances: 34465, precision: 0.9597, predictive_accuracy: 0.9598, prior_entropy: 0.863, relative_absolute_error: 0.165, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.3912, unweighted_recall: 0.9486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.9203, kappa: 0.801, kb_relative_information_score: 0.6713, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9222, number_of_instances: 34465, precision: 0.9222, predictive_accuracy: 0.9222, prior_entropy: 0.863, relative_absolute_error: 0.3471, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2508, root_relative_squared_error: 0.5553, unweighted_recall: 0.8839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.964, kappa: 0.9117, kb_relative_information_score: 0.868, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.4081, weighted_recall: 0.964, number_of_instances: 34465, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 0.863, relative_absolute_error: 0.137, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.3671, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9569, kappa: 0.8936, kb_relative_information_score: 0.8392, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9572, number_of_instances: 34465, precision: 0.957, predictive_accuracy: 0.9572, prior_entropy: 0.863, relative_absolute_error: 0.1711, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.4013, unweighted_recall: 0.9404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9621, kappa: 0.9072, kb_relative_information_score: 0.8631, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9622, number_of_instances: 34465, precision: 0.9621, predictive_accuracy: 0.9622, prior_entropy: 0.863, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.3739, unweighted_recall: 0.9532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.7681, kappa: 0.4034, kb_relative_information_score: 0.3154, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8043, number_of_instances: 34465, precision: 0.8354, predictive_accuracy: 0.8043, prior_entropy: 0.863, relative_absolute_error: 0.6777, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.361, root_relative_squared_error: 0.7991, unweighted_recall: 0.6621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9575, kappa: 0.8953, kb_relative_information_score: 0.8442, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9577, number_of_instances: 34465, precision: 0.9574, predictive_accuracy: 0.9577, prior_entropy: 0.863, relative_absolute_error: 0.1634, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.3998, unweighted_recall: 0.9437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9614, kappa: 0.9053, kb_relative_information_score: 0.8622, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9614, number_of_instances: 34465, precision: 0.9614, predictive_accuracy: 0.9614, prior_entropy: 0.863, relative_absolute_error: 0.1424, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.171, root_relative_squared_error: 0.3786, unweighted_recall: 0.9514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.9288, kappa: 0.822, kb_relative_information_score: 0.749, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9305, number_of_instances: 34465, precision: 0.9312, predictive_accuracy: 0.9305, prior_entropy: 0.863, relative_absolute_error: 0.2651, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.4931, unweighted_recall: 0.8931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9603, kappa: 0.9027, kb_relative_information_score: 0.8582, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9603, number_of_instances: 34465, precision: 0.9603, predictive_accuracy: 0.9603, prior_entropy: 0.863, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.3795, unweighted_recall: 0.9512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9458, kappa: 0.8668, kb_relative_information_score: 0.8078, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9459, number_of_instances: 34465, precision: 0.9457, predictive_accuracy: 0.9459, prior_entropy: 0.863, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.4456, unweighted_recall: 0.9311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9481, kappa: 0.8724, kb_relative_information_score: 0.819, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9482, number_of_instances: 34465, precision: 0.948, predictive_accuracy: 0.9482, prior_entropy: 0.863, relative_absolute_error: 0.1842, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4337, unweighted_recall: 0.9343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9503, kappa: 0.8771, kb_relative_information_score: 0.8167, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9507, number_of_instances: 34465, precision: 0.9504, predictive_accuracy: 0.9507, prior_entropy: 0.863, relative_absolute_error: 0.1932, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.4267, unweighted_recall: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9505, kappa: 0.8786, kb_relative_information_score: 0.8226, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9505, number_of_instances: 34465, precision: 0.9505, predictive_accuracy: 0.9505, prior_entropy: 0.863, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.4239, unweighted_recall: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.8352, kappa: 0.5858, kb_relative_information_score: 0.4248, mean_absolute_error: 0.2384, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8408, number_of_instances: 34465, precision: 0.836, predictive_accuracy: 0.8408, prior_entropy: 0.863, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3436, root_relative_squared_error: 0.7606, unweighted_recall: 0.7759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9585, kappa: 0.8982, kb_relative_information_score: 0.8523, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9586, number_of_instances: 34465, precision: 0.9585, predictive_accuracy: 0.9586, prior_entropy: 0.863, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.3916, unweighted_recall: 0.9472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9338, kappa: 0.8363, kb_relative_information_score: 0.7508, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9344, number_of_instances: 34465, precision: 0.9338, predictive_accuracy: 0.9344, prior_entropy: 0.863, relative_absolute_error: 0.2544, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.5071, unweighted_recall: 0.9107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9502, kappa: 0.8778, kb_relative_information_score: 0.8227, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9502, number_of_instances: 34465, precision: 0.9501, predictive_accuracy: 0.9502, prior_entropy: 0.863, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.4242, unweighted_recall: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.7967, kappa: 0.4766, kb_relative_information_score: 0.3706, mean_absolute_error: 0.2503, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8235, number_of_instances: 34465, precision: 0.8477, predictive_accuracy: 0.8235, prior_entropy: 0.863, relative_absolute_error: 0.6132, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.7633, unweighted_recall: 0.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9655, kappa: 0.9155, kb_relative_information_score: 0.8724, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9655, number_of_instances: 34465, precision: 0.9655, predictive_accuracy: 0.9655, prior_entropy: 0.863, relative_absolute_error: 0.1323, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.3632, unweighted_recall: 0.9579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.7967, kappa: 0.4766, kb_relative_information_score: 0.3706, mean_absolute_error: 0.2503, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8235, number_of_instances: 34465, precision: 0.8477, predictive_accuracy: 0.8235, prior_entropy: 0.863, relative_absolute_error: 0.6132, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.7633, unweighted_recall: 0.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.7123, kappa: 0.2651, kb_relative_information_score: 0.1889, mean_absolute_error: 0.318, mean_prior_absolute_error: 0.4081, weighted_recall: 0.7705, number_of_instances: 34465, precision: 0.8137, predictive_accuracy: 0.7705, prior_entropy: 0.863, relative_absolute_error: 0.7793, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.8705, unweighted_recall: 0.6014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9595, kappa: 0.9005, kb_relative_information_score: 0.8461, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9596, number_of_instances: 34465, precision: 0.9594, predictive_accuracy: 0.9596, prior_entropy: 0.863, relative_absolute_error: 0.1618, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.3954, unweighted_recall: 0.9481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9553, kappa: 0.8903, kb_relative_information_score: 0.8188, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9553, number_of_instances: 34465, precision: 0.9552, predictive_accuracy: 0.9553, prior_entropy: 0.863, relative_absolute_error: 0.19, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.4231, unweighted_recall: 0.9443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9556, kappa: 0.8908, kb_relative_information_score: 0.8328, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9559, number_of_instances: 34465, precision: 0.9556, predictive_accuracy: 0.9559, prior_entropy: 0.863, relative_absolute_error: 0.1762, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.4101, unweighted_recall: 0.9409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.8215, kappa: 0.55, kb_relative_information_score: 0.3789, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8286, number_of_instances: 34465, precision: 0.8228, predictive_accuracy: 0.8286, prior_entropy: 0.863, relative_absolute_error: 0.6264, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3599, root_relative_squared_error: 0.7967, unweighted_recall: 0.7566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9504, kappa: 0.8783, kb_relative_information_score: 0.8226, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9504, number_of_instances: 34465, precision: 0.9504, predictive_accuracy: 0.9504, prior_entropy: 0.863, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.4239, unweighted_recall: 0.9386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9635, kappa: 0.9106, kb_relative_information_score: 0.8691, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9635, number_of_instances: 34465, precision: 0.9635, predictive_accuracy: 0.9635, prior_entropy: 0.863, relative_absolute_error: 0.1346, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.3651, unweighted_recall: 0.9556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.7233, kappa: 0.2917, kb_relative_information_score: 0.22, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.4081, weighted_recall: 0.7767, number_of_instances: 34465, precision: 0.8169, predictive_accuracy: 0.7767, prior_entropy: 0.863, relative_absolute_error: 0.7501, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.386, root_relative_squared_error: 0.8544, unweighted_recall: 0.6127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9401, kappa: 0.8511, kb_relative_information_score: 0.7859, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9411, number_of_instances: 34465, precision: 0.9411, predictive_accuracy: 0.9411, prior_entropy: 0.863, relative_absolute_error: 0.2259, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.4581, unweighted_recall: 0.9127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9564, kappa: 0.893, kb_relative_information_score: 0.8448, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9564, number_of_instances: 34465, precision: 0.9564, predictive_accuracy: 0.9564, prior_entropy: 0.863, relative_absolute_error: 0.1586, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.3971, unweighted_recall: 0.9461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9611, kappa: 0.9045, kb_relative_information_score: 0.8499, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9611, number_of_instances: 34465, precision: 0.961, predictive_accuracy: 0.9611, prior_entropy: 0.863, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.3864, unweighted_recall: 0.9514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9542, kappa: 0.8871, kb_relative_information_score: 0.8421, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9544, number_of_instances: 34465, precision: 0.9542, predictive_accuracy: 0.9544, prior_entropy: 0.863, relative_absolute_error: 0.1637, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.4067, unweighted_recall: 0.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9175, kappa: 0.7925, kb_relative_information_score: 0.7195, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9203, number_of_instances: 34465, precision: 0.9222, predictive_accuracy: 0.9203, prior_entropy: 0.863, relative_absolute_error: 0.2903, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2378, root_relative_squared_error: 0.5263, unweighted_recall: 0.8731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9579, kappa: 0.8967, kb_relative_information_score: 0.8497, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9579, number_of_instances: 34465, precision: 0.9579, predictive_accuracy: 0.9579, prior_entropy: 0.863, relative_absolute_error: 0.1532, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.3929, unweighted_recall: 0.9478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9304, kappa: 0.8262, kb_relative_information_score: 0.7647, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.4081, weighted_recall: 0.932, number_of_instances: 34465, precision: 0.9326, predictive_accuracy: 0.932, prior_entropy: 0.863, relative_absolute_error: 0.2443, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.4888, unweighted_recall: 0.8958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9365, kappa: 0.844, kb_relative_information_score: 0.7741, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9367, number_of_instances: 34465, precision: 0.9364, predictive_accuracy: 0.9367, prior_entropy: 0.863, relative_absolute_error: 0.2293, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.481, unweighted_recall: 0.9196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9586, kappa: 0.8986, kb_relative_information_score: 0.8553, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9587, number_of_instances: 34465, precision: 0.9586, predictive_accuracy: 0.9587, prior_entropy: 0.863, relative_absolute_error: 0.1477, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.3861, unweighted_recall: 0.9486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9645, kappa: 0.913, kb_relative_information_score: 0.871, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9645, number_of_instances: 34465, precision: 0.9645, predictive_accuracy: 0.9645, prior_entropy: 0.863, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.165, root_relative_squared_error: 0.3654, unweighted_recall: 0.9565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.8981, kappa: 0.7417, kb_relative_information_score: 0.6548, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9031, number_of_instances: 34465, precision: 0.9079, predictive_accuracy: 0.9031, prior_entropy: 0.863, relative_absolute_error: 0.3547, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.5781, unweighted_recall: 0.8409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9564, kappa: 0.8925, kb_relative_information_score: 0.8465, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9566, number_of_instances: 34465, precision: 0.9564, predictive_accuracy: 0.9566, prior_entropy: 0.863, relative_absolute_error: 0.16, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.4011, unweighted_recall: 0.9412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9185, kappa: 0.7952, kb_relative_information_score: 0.7237, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9213, number_of_instances: 34465, precision: 0.9232, predictive_accuracy: 0.9213, prior_entropy: 0.863, relative_absolute_error: 0.2853, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2364, root_relative_squared_error: 0.5233, unweighted_recall: 0.8746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9639, kappa: 0.9115, kb_relative_information_score: 0.8671, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9638, number_of_instances: 34465, precision: 0.9639, predictive_accuracy: 0.9638, prior_entropy: 0.863, relative_absolute_error: 0.1371, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.3663, unweighted_recall: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9609, kappa: 0.9042, kb_relative_information_score: 0.8598, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9609, number_of_instances: 34465, precision: 0.9609, predictive_accuracy: 0.9609, prior_entropy: 0.863, relative_absolute_error: 0.144, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.3771, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9505, kappa: 0.8785, kb_relative_information_score: 0.8225, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9505, number_of_instances: 34465, precision: 0.9504, predictive_accuracy: 0.9505, prior_entropy: 0.863, relative_absolute_error: 0.181, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.4239, unweighted_recall: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9561, kappa: 0.8921, kb_relative_information_score: 0.8439, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9562, number_of_instances: 34465, precision: 0.956, predictive_accuracy: 0.9562, prior_entropy: 0.863, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.4028, unweighted_recall: 0.9441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9555, kappa: 0.8906, kb_relative_information_score: 0.8174, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9557, number_of_instances: 34465, precision: 0.9554, predictive_accuracy: 0.9557, prior_entropy: 0.863, relative_absolute_error: 0.1946, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.4201, unweighted_recall: 0.9421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.9095, kappa: 0.773, kb_relative_information_score: 0.6418, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9123, number_of_instances: 34465, precision: 0.9129, predictive_accuracy: 0.9123, prior_entropy: 0.863, relative_absolute_error: 0.3847, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.5904, unweighted_recall: 0.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9597, kappa: 0.9012, kb_relative_information_score: 0.8559, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9598, number_of_instances: 34465, precision: 0.9597, predictive_accuracy: 0.9598, prior_entropy: 0.863, relative_absolute_error: 0.1475, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.3858, unweighted_recall: 0.9495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9358, kappa: 0.8421, kb_relative_information_score: 0.7715, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.4081, weighted_recall: 0.936, number_of_instances: 34465, precision: 0.9356, predictive_accuracy: 0.936, prior_entropy: 0.863, relative_absolute_error: 0.2318, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.4841, unweighted_recall: 0.9184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9633, kappa: 0.9099, kb_relative_information_score: 0.8675, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9633, number_of_instances: 34465, precision: 0.9633, predictive_accuracy: 0.9633, prior_entropy: 0.863, relative_absolute_error: 0.1375, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.3711, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9611, kappa: 0.9048, kb_relative_information_score: 0.8603, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9611, number_of_instances: 34465, precision: 0.9611, predictive_accuracy: 0.9611, prior_entropy: 0.863, relative_absolute_error: 0.1433, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.3767, unweighted_recall: 0.9523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9564, kappa: 0.8931, kb_relative_information_score: 0.8261, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9565, number_of_instances: 34465, precision: 0.9564, predictive_accuracy: 0.9565, prior_entropy: 0.863, relative_absolute_error: 0.1825, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.4146, unweighted_recall: 0.9454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9609, kappa: 0.9039, kb_relative_information_score: 0.8592, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.4081, weighted_recall: 0.961, number_of_instances: 34465, precision: 0.9609, predictive_accuracy: 0.961, prior_entropy: 0.863, relative_absolute_error: 0.147, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.3828, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9399, kappa: 0.8506, kb_relative_information_score: 0.7824, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9409, number_of_instances: 34465, precision: 0.941, predictive_accuracy: 0.9409, prior_entropy: 0.863, relative_absolute_error: 0.2301, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.4606, unweighted_recall: 0.9122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9619, kappa: 0.9066, kb_relative_information_score: 0.8627, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9619, number_of_instances: 34465, precision: 0.9619, predictive_accuracy: 0.9619, prior_entropy: 0.863, relative_absolute_error: 0.1413, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.3729, unweighted_recall: 0.9529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8126, kappa: 0.5177, kb_relative_information_score: 0.4069, mean_absolute_error: 0.2369, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8349, number_of_instances: 34465, precision: 0.8561, predictive_accuracy: 0.8349, prior_entropy: 0.863, relative_absolute_error: 0.5804, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.7412, unweighted_recall: 0.7172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9465, kappa: 0.8686, kb_relative_information_score: 0.8118, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9465, number_of_instances: 34465, precision: 0.9464, predictive_accuracy: 0.9465, prior_entropy: 0.863, relative_absolute_error: 0.1912, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1982, root_relative_squared_error: 0.4388, unweighted_recall: 0.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.8847, kappa: 0.7067, kb_relative_information_score: 0.6121, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8917, number_of_instances: 34465, precision: 0.8986, predictive_accuracy: 0.8917, prior_entropy: 0.863, relative_absolute_error: 0.3942, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.6102, unweighted_recall: 0.8199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.8094, kappa: 0.5093, kb_relative_information_score: 0.4017, mean_absolute_error: 0.2422, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8325, number_of_instances: 34465, precision: 0.8543, predictive_accuracy: 0.8325, prior_entropy: 0.863, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.7449, unweighted_recall: 0.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9551, kappa: 0.8894, kb_relative_information_score: 0.8311, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9553, number_of_instances: 34465, precision: 0.9551, predictive_accuracy: 0.9553, prior_entropy: 0.863, relative_absolute_error: 0.1781, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.186, root_relative_squared_error: 0.4117, unweighted_recall: 0.9399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.7991, kappa: 0.4827, kb_relative_information_score: 0.3762, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8251, number_of_instances: 34465, precision: 0.8487, predictive_accuracy: 0.8251, prior_entropy: 0.863, relative_absolute_error: 0.6078, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3432, root_relative_squared_error: 0.7598, unweighted_recall: 0.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9421, kappa: 0.8563, kb_relative_information_score: 0.7993, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.4081, weighted_recall: 0.943, number_of_instances: 34465, precision: 0.9429, predictive_accuracy: 0.943, prior_entropy: 0.863, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.449, unweighted_recall: 0.9162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9655, kappa: 0.9154, kb_relative_information_score: 0.8725, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9654, number_of_instances: 34465, precision: 0.9655, predictive_accuracy: 0.9654, prior_entropy: 0.863, relative_absolute_error: 0.1321, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.3628, unweighted_recall: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.932, kappa: 0.8315, kb_relative_information_score: 0.7314, mean_absolute_error: 0.1132, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9327, number_of_instances: 34465, precision: 0.9322, predictive_accuracy: 0.9327, prior_entropy: 0.863, relative_absolute_error: 0.2775, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.5138, unweighted_recall: 0.9067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9504, kappa: 0.8785, kb_relative_information_score: 0.8226, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9505, number_of_instances: 34465, precision: 0.9504, predictive_accuracy: 0.9505, prior_entropy: 0.863, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.4239, unweighted_recall: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9593, kappa: 0.9001, kb_relative_information_score: 0.8548, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9593, number_of_instances: 34465, precision: 0.9592, predictive_accuracy: 0.9593, prior_entropy: 0.863, relative_absolute_error: 0.1484, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1748, root_relative_squared_error: 0.387, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9119, kappa: 0.7779, kb_relative_information_score: 0.7005, mean_absolute_error: 0.1266, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9152, number_of_instances: 34465, precision: 0.9179, predictive_accuracy: 0.9152, prior_entropy: 0.863, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2444, root_relative_squared_error: 0.541, unweighted_recall: 0.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9504, kappa: 0.8785, kb_relative_information_score: 0.8226, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9505, number_of_instances: 34465, precision: 0.9504, predictive_accuracy: 0.9505, prior_entropy: 0.863, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.4239, unweighted_recall: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.965, kappa: 0.9142, kb_relative_information_score: 0.8706, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4081, weighted_recall: 0.965, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.965, prior_entropy: 0.863, relative_absolute_error: 0.1346, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.165, root_relative_squared_error: 0.3654, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9453, kappa: 0.8646, kb_relative_information_score: 0.7972, mean_absolute_error: 0.088, mean_prior_absolute_error: 0.4081, weighted_recall: 0.946, number_of_instances: 34465, precision: 0.9458, predictive_accuracy: 0.946, prior_entropy: 0.863, relative_absolute_error: 0.2157, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.4435, unweighted_recall: 0.9226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9401, kappa: 0.851, kb_relative_information_score: 0.7947, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9411, number_of_instances: 34465, precision: 0.9412, predictive_accuracy: 0.9411, prior_entropy: 0.863, relative_absolute_error: 0.2135, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.4572, unweighted_recall: 0.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.8921, kappa: 0.7397, kb_relative_information_score: 0.6211, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8907, number_of_instances: 34465, precision: 0.8951, predictive_accuracy: 0.8907, prior_entropy: 0.863, relative_absolute_error: 0.3782, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2862, root_relative_squared_error: 0.6336, unweighted_recall: 0.8805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9399, kappa: 0.8506, kb_relative_information_score: 0.7925, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.4081, weighted_recall: 0.941, number_of_instances: 34465, precision: 0.941, predictive_accuracy: 0.941, prior_entropy: 0.863, relative_absolute_error: 0.2164, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.4576, unweighted_recall: 0.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9644, kappa: 0.9128, kb_relative_information_score: 0.8679, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9645, number_of_instances: 34465, precision: 0.9644, predictive_accuracy: 0.9645, prior_entropy: 0.863, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1662, root_relative_squared_error: 0.3678, unweighted_recall: 0.9559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9145, kappa: 0.7903, kb_relative_information_score: 0.724, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9145, number_of_instances: 34465, precision: 0.9144, predictive_accuracy: 0.9145, prior_entropy: 0.863, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.5627, unweighted_recall: 0.8946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9145, kappa: 0.7903, kb_relative_information_score: 0.724, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9145, number_of_instances: 34465, precision: 0.9144, predictive_accuracy: 0.9145, prior_entropy: 0.863, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.5627, unweighted_recall: 0.8946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.8645, kappa: 0.6536, kb_relative_information_score: 0.547, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.4081, weighted_recall: 0.8749, number_of_instances: 34465, precision: 0.8855, predictive_accuracy: 0.8749, prior_entropy: 0.863, relative_absolute_error: 0.4611, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.6526, unweighted_recall: 0.7893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9632, kappa: 0.9098, kb_relative_information_score: 0.8643, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9632, number_of_instances: 34465, precision: 0.9632, predictive_accuracy: 0.9632, prior_entropy: 0.863, relative_absolute_error: 0.141, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.3696, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.7337, kappa: 0.3174, kb_relative_information_score: 0.2423, mean_absolute_error: 0.2976, mean_prior_absolute_error: 0.4081, weighted_recall: 0.7828, number_of_instances: 34465, precision: 0.8207, predictive_accuracy: 0.7828, prior_entropy: 0.863, relative_absolute_error: 0.7293, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3799, root_relative_squared_error: 0.8409, unweighted_recall: 0.6238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9504, kappa: 0.8783, kb_relative_information_score: 0.8224, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.4081, weighted_recall: 0.9504, number_of_instances: 34465, precision: 0.9503, predictive_accuracy: 0.9504, prior_entropy: 0.863, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.424, unweighted_recall: 0.9386,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

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

OpenML APIs