Task
Supervised Classification on breast-w

Supervised Classification on breast-w

Task 15 Supervised Classification breast-w 24616 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_50 study_70 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

24616 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: 0.9938, f_measure: 0.9687, kappa: 0.931, kb_relative_information_score: 0.8809, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.13, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.3329, unweighted_recall: 0.9701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9687, kappa: 0.931, kb_relative_information_score: 0.8721, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1419, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.3386, unweighted_recall: 0.9701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9571, kappa: 0.9052, kb_relative_information_score: 0.8217, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9571, number_of_instances: 699, precision: 0.9572, predictive_accuracy: 0.9571, prior_entropy: 0.9293, relative_absolute_error: 0.1967, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.3971, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.97, kappa: 0.9338, kb_relative_information_score: 0.7836, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.2532, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.3925, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9686, kappa: 0.9306, kb_relative_information_score: 0.8622, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9687, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.3488, unweighted_recall: 0.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9715, kappa: 0.9373, kb_relative_information_score: 0.8596, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9721, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.3458, unweighted_recall: 0.9733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9658, kappa: 0.9245, kb_relative_information_score: 0.8745, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.966, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1323, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.3551, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9715, kappa: 0.9372, kb_relative_information_score: 0.8793, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9719, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1324, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.3335, unweighted_recall: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9628, kappa: 0.9178, kb_relative_information_score: 0.864, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9629, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1483, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.3548, unweighted_recall: 0.9598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9715, kappa: 0.9372, kb_relative_information_score: 0.7994, mean_absolute_error: 0.1055, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9719, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.3833, unweighted_recall: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9672, kappa: 0.9275, kb_relative_information_score: 0.8331, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9674, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.3726, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9671, kappa: 0.9274, kb_relative_information_score: 0.8521, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.1644, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.3591, unweighted_recall: 0.9651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.8193, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.3691, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9758, kappa: 0.9466, kb_relative_information_score: 0.8429, mean_absolute_error: 0.081, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9757, number_of_instances: 699, precision: 0.9762, predictive_accuracy: 0.9757, prior_entropy: 0.9293, relative_absolute_error: 0.1792, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1692, root_relative_squared_error: 0.3559, unweighted_recall: 0.9775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9701, kappa: 0.9341, kb_relative_information_score: 0.8763, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9706, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.335, unweighted_recall: 0.9712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.97, kappa: 0.9337, kb_relative_information_score: 0.8823, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9701, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.3441, unweighted_recall: 0.9682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9729, kappa: 0.9402, kb_relative_information_score: 0.876, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9732, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1349, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.3427, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.7863, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.25, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3895, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9701, kappa: 0.9341, kb_relative_information_score: 0.8823, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9706, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1282, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.3327, unweighted_recall: 0.9712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9457, kappa: 0.8799, kb_relative_information_score: 0.8608, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9456, number_of_instances: 699, precision: 0.9458, predictive_accuracy: 0.9456, prior_entropy: 0.9293, relative_absolute_error: 0.1397, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.3966, unweighted_recall: 0.9408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9671, kappa: 0.9274, kb_relative_information_score: 0.784, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.2528, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.3919, unweighted_recall: 0.9651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9643, kappa: 0.9212, kb_relative_information_score: 0.8192, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9645, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.2035, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3876, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9729, kappa: 0.9402, kb_relative_information_score: 0.8663, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9732, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1475, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1661, root_relative_squared_error: 0.3495, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9586, kappa: 0.9086, kb_relative_information_score: 0.8734, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.9588, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.1305, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.3709, unweighted_recall: 0.9565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9701, kappa: 0.9342, kb_relative_information_score: 0.8566, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9708, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1613, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.349, unweighted_recall: 0.9722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9715, kappa: 0.9373, kb_relative_information_score: 0.8625, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9721, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1543, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.344, unweighted_recall: 0.9733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9686, kappa: 0.9306, kb_relative_information_score: 0.7942, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9687, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.2401, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.3854, unweighted_recall: 0.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9729, kappa: 0.9404, kb_relative_information_score: 0.8721, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9734, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1422, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3395, unweighted_recall: 0.9743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.97, kappa: 0.9338, kb_relative_information_score: 0.8724, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1403, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.3416, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9687, kappa: 0.931, kb_relative_information_score: 0.87, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1449, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.3385, unweighted_recall: 0.9701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9715, kappa: 0.9372, kb_relative_information_score: 0.8662, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9719, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1474, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.3504, unweighted_recall: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9729, kappa: 0.9402, kb_relative_information_score: 0.8648, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9732, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1496, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.3512, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9557, kappa: 0.9019, kb_relative_information_score: 0.8483, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9557, number_of_instances: 699, precision: 0.9557, predictive_accuracy: 0.9557, prior_entropy: 0.9293, relative_absolute_error: 0.1658, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.177, root_relative_squared_error: 0.3724, unweighted_recall: 0.9514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9701, kappa: 0.9341, kb_relative_information_score: 0.8829, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9706, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.3314, unweighted_recall: 0.9712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9657, kappa: 0.9243, kb_relative_information_score: 0.8742, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9659, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1681, root_relative_squared_error: 0.3537, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9743, kappa: 0.9434, kb_relative_information_score: 0.8662, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9742, number_of_instances: 699, precision: 0.9747, predictive_accuracy: 0.9742, prior_entropy: 0.9293, relative_absolute_error: 0.1494, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.3423, unweighted_recall: 0.9754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9758, kappa: 0.9466, kb_relative_information_score: 0.8444, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9757, number_of_instances: 699, precision: 0.9762, predictive_accuracy: 0.9757, prior_entropy: 0.9293, relative_absolute_error: 0.1773, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.3547, unweighted_recall: 0.9775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9715, kappa: 0.9372, kb_relative_information_score: 0.8808, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9719, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3331, unweighted_recall: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9687, kappa: 0.931, kb_relative_information_score: 0.8763, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1359, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.337, unweighted_recall: 0.9701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.97, kappa: 0.9338, kb_relative_information_score: 0.8761, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1339, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.3476, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9729, kappa: 0.9402, kb_relative_information_score: 0.8678, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9732, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1469, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.3441, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9729, kappa: 0.9402, kb_relative_information_score: 0.8709, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9732, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1441, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.3377, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9628, kappa: 0.9177, kb_relative_information_score: 0.865, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.36, unweighted_recall: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9485, kappa: 0.8862, kb_relative_information_score: 0.8644, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9485, number_of_instances: 699, precision: 0.9486, predictive_accuracy: 0.9485, prior_entropy: 0.9293, relative_absolute_error: 0.1371, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.3904, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.8792, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1317, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.3383, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9729, kappa: 0.9402, kb_relative_information_score: 0.8663, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9732, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1469, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.3499, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9671, kappa: 0.9274, kb_relative_information_score: 0.8743, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.1349, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.3525, unweighted_recall: 0.9651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.8797, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1293, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.162, root_relative_squared_error: 0.3409, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.95, kappa: 0.8893, kb_relative_information_score: 0.865, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9499, number_of_instances: 699, precision: 0.95, predictive_accuracy: 0.9499, prior_entropy: 0.9293, relative_absolute_error: 0.1369, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.3877, unweighted_recall: 0.9451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9643, kappa: 0.9212, kb_relative_information_score: 0.873, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9645, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.1357, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.3565, unweighted_recall: 0.9629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9687, kappa: 0.931, kb_relative_information_score: 0.8728, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.3393, unweighted_recall: 0.9701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9729, kappa: 0.9404, kb_relative_information_score: 0.8666, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9734, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.3416, unweighted_recall: 0.9743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9729, kappa: 0.9402, kb_relative_information_score: 0.8763, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9732, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1341, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.3442, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9643, kappa: 0.9209, kb_relative_information_score: 0.8702, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9643, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.3575, unweighted_recall: 0.9609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.97, kappa: 0.9338, kb_relative_information_score: 0.8743, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3484, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.97, kappa: 0.9338, kb_relative_information_score: 0.8103, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.379, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9687, kappa: 0.931, kb_relative_information_score: 0.8705, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1432, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.3418, unweighted_recall: 0.9701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9442, kappa: 0.8766, kb_relative_information_score: 0.8608, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9442, number_of_instances: 699, precision: 0.9443, predictive_accuracy: 0.9442, prior_entropy: 0.9293, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.3965, unweighted_recall: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.96, kappa: 0.9115, kb_relative_information_score: 0.8274, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9599, number_of_instances: 699, precision: 0.96, predictive_accuracy: 0.9599, prior_entropy: 0.9293, relative_absolute_error: 0.1925, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.3855, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9701, kappa: 0.9341, kb_relative_information_score: 0.8805, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9706, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1291, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.3403, unweighted_recall: 0.9712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9585, kappa: 0.9083, kb_relative_information_score: 0.8555, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.9586, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.371, unweighted_recall: 0.9546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9729, kappa: 0.9402, kb_relative_information_score: 0.8677, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9732, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1457, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.3476, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9729, kappa: 0.9404, kb_relative_information_score: 0.8733, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9734, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1406, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.3379, unweighted_recall: 0.9743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.8776, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1323, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.3427, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9686, kappa: 0.9306, kb_relative_information_score: 0.8816, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9687, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.3399, unweighted_recall: 0.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9743, kappa: 0.9434, kb_relative_information_score: 0.8559, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9742, number_of_instances: 699, precision: 0.9747, predictive_accuracy: 0.9742, prior_entropy: 0.9293, relative_absolute_error: 0.1633, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.347, unweighted_recall: 0.9754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9715, kappa: 0.9372, kb_relative_information_score: 0.8375, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9719, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.3578, unweighted_recall: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9729, kappa: 0.9404, kb_relative_information_score: 0.8767, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9734, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.3355, unweighted_recall: 0.9743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.8791, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1319, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.3382, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9614, kappa: 0.9146, kb_relative_information_score: 0.8604, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9614, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.1506, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.365, unweighted_recall: 0.9577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.8748, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.3477, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9687, kappa: 0.931, kb_relative_information_score: 0.8726, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1407, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1622, root_relative_squared_error: 0.3414, unweighted_recall: 0.9701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9687, kappa: 0.931, kb_relative_information_score: 0.8724, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1411, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.3399, unweighted_recall: 0.9701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9614, kappa: 0.9148, kb_relative_information_score: 0.8154, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9615, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.2062, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.3974, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.8486, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.3538, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.8752, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1369, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.3402, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9743, kappa: 0.9434, kb_relative_information_score: 0.8661, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9742, number_of_instances: 699, precision: 0.9747, predictive_accuracy: 0.9742, prior_entropy: 0.9293, relative_absolute_error: 0.1491, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.3428, unweighted_recall: 0.9754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9658, kappa: 0.9245, kb_relative_information_score: 0.874, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.966, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1338, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.3529, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9729, kappa: 0.9401, kb_relative_information_score: 0.8792, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9731, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.338, unweighted_recall: 0.9724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.8163, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.2115, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.178, root_relative_squared_error: 0.3745, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.8701, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1429, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.3457, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.97, kappa: 0.9338, kb_relative_information_score: 0.8796, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.3424, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9729, kappa: 0.9402, kb_relative_information_score: 0.8775, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9732, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1342, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.3382, unweighted_recall: 0.9734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9485, kappa: 0.886, kb_relative_information_score: 0.8659, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9485, number_of_instances: 699, precision: 0.9485, predictive_accuracy: 0.9485, prior_entropy: 0.9293, relative_absolute_error: 0.1348, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.392, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9715, kappa: 0.9372, kb_relative_information_score: 0.8808, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9719, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3331, unweighted_recall: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9657, kappa: 0.9242, kb_relative_information_score: 0.8739, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.3528, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9701, kappa: 0.9341, kb_relative_information_score: 0.8829, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9706, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.3314, unweighted_recall: 0.9712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.97, kappa: 0.9337, kb_relative_information_score: 0.8758, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9701, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.165, root_relative_squared_error: 0.3471, unweighted_recall: 0.9682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9557, kappa: 0.9021, kb_relative_information_score: 0.8713, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9557, number_of_instances: 699, precision: 0.9558, predictive_accuracy: 0.9557, prior_entropy: 0.9293, relative_absolute_error: 0.1316, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.3746, unweighted_recall: 0.9524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.96, kappa: 0.9115, kb_relative_information_score: 0.8599, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9599, number_of_instances: 699, precision: 0.96, predictive_accuracy: 0.9599, prior_entropy: 0.9293, relative_absolute_error: 0.1516, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.3634, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.97, kappa: 0.9337, kb_relative_information_score: 0.8823, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9701, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.3441, unweighted_recall: 0.9682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9671, kappa: 0.9274, kb_relative_information_score: 0.874, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.3519, unweighted_recall: 0.9651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9672, kappa: 0.9275, kb_relative_information_score: 0.8745, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9671, number_of_instances: 699, precision: 0.9674, predictive_accuracy: 0.9671, prior_entropy: 0.9293, relative_absolute_error: 0.1346, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.3515, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9743, kappa: 0.9434, kb_relative_information_score: 0.8182, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9742, number_of_instances: 699, precision: 0.9747, predictive_accuracy: 0.9742, prior_entropy: 0.9293, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.3715, unweighted_recall: 0.9754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9729, kappa: 0.9404, kb_relative_information_score: 0.8666, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9734, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.3416, unweighted_recall: 0.9743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.97, kappa: 0.9338, kb_relative_information_score: 0.8103, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.4519, weighted_recall: 0.97, number_of_instances: 699, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 0.9293, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.379, unweighted_recall: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9686, kappa: 0.9306, kb_relative_information_score: 0.8768, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9687, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1321, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.349, unweighted_recall: 0.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9729, kappa: 0.9401, kb_relative_information_score: 0.8792, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9731, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.3377, unweighted_recall: 0.9724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9743, kappa: 0.9434, kb_relative_information_score: 0.8293, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9742, number_of_instances: 699, precision: 0.9747, predictive_accuracy: 0.9742, prior_entropy: 0.9293, relative_absolute_error: 0.1963, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.3645, unweighted_recall: 0.9754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9643, kappa: 0.9212, kb_relative_information_score: 0.8742, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9645, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.3532, unweighted_recall: 0.9629,

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