OpenML
Supervised Classification on scene

Supervised Classification on scene

Task 3485 Supervised Classification scene 87577 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

87577 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: 0.9443, f_measure: 0.9662, kappa: 0.8818, kb_relative_information_score: 0.8148, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9672, number_of_instances: 2407, precision: 0.9674, predictive_accuracy: 0.9672, prior_entropy: 0.678, relative_absolute_error: 0.1575, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.4524, unweighted_recall: 0.9165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.984, kappa: 0.9451, kb_relative_information_score: 0.9027, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9842, number_of_instances: 2407, precision: 0.9842, predictive_accuracy: 0.9842, prior_entropy: 0.678, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.3216, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.9684, kappa: 0.8914, kb_relative_information_score: 0.8436, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9688, number_of_instances: 2407, precision: 0.9685, predictive_accuracy: 0.9688, prior_entropy: 0.678, relative_absolute_error: 0.1258, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.168, root_relative_squared_error: 0.4382, unweighted_recall: 0.9348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.9506, kappa: 0.8296, kb_relative_information_score: 0.7424, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9514, number_of_instances: 2407, precision: 0.9505, predictive_accuracy: 0.9514, prior_entropy: 0.678, relative_absolute_error: 0.2353, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.5198, unweighted_recall: 0.9024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.9549, kappa: 0.8444, kb_relative_information_score: 0.7664, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9555, number_of_instances: 2407, precision: 0.9548, predictive_accuracy: 0.9555, prior_entropy: 0.678, relative_absolute_error: 0.1941, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.5052, unweighted_recall: 0.9103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8891, f_measure: 0.9175, kappa: 0.7124, kb_relative_information_score: 0.6255, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9198, number_of_instances: 2407, precision: 0.917, predictive_accuracy: 0.9198, prior_entropy: 0.678, relative_absolute_error: 0.3075, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.6793, unweighted_recall: 0.8378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.9808, kappa: 0.9345, kb_relative_information_score: 0.9033, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9809, number_of_instances: 2407, precision: 0.9808, predictive_accuracy: 0.9809, prior_entropy: 0.678, relative_absolute_error: 0.0752, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1307, root_relative_squared_error: 0.341, unweighted_recall: 0.9639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.9668, kappa: 0.886, kb_relative_information_score: 0.843, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9672, number_of_instances: 2407, precision: 0.9668, predictive_accuracy: 0.9672, prior_entropy: 0.678, relative_absolute_error: 0.1257, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.4369, unweighted_recall: 0.9338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.981, kappa: 0.9347, kb_relative_information_score: 0.8749, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9813, number_of_instances: 2407, precision: 0.9813, predictive_accuracy: 0.9813, prior_entropy: 0.678, relative_absolute_error: 0.1024, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.3581, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.966, kappa: 0.8818, kb_relative_information_score: 0.8124, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9668, number_of_instances: 2407, precision: 0.9666, predictive_accuracy: 0.9668, prior_entropy: 0.678, relative_absolute_error: 0.1553, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1748, root_relative_squared_error: 0.4559, unweighted_recall: 0.9217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.9199, kappa: 0.7197, kb_relative_information_score: 0.6159, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9223, number_of_instances: 2407, precision: 0.9195, predictive_accuracy: 0.9223, prior_entropy: 0.678, relative_absolute_error: 0.3264, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2483, root_relative_squared_error: 0.6477, unweighted_recall: 0.8393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.9533, kappa: 0.8409, kb_relative_information_score: 0.79, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9535, number_of_instances: 2407, precision: 0.9532, predictive_accuracy: 0.9535, prior_entropy: 0.678, relative_absolute_error: 0.1687, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.5114, unweighted_recall: 0.9181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.9384, kappa: 0.784, kb_relative_information_score: 0.6723, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9406, number_of_instances: 2407, precision: 0.9392, predictive_accuracy: 0.9406, prior_entropy: 0.678, relative_absolute_error: 0.2737, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.6154, unweighted_recall: 0.8668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.9778, kappa: 0.9236, kb_relative_information_score: 0.8729, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2942, weighted_recall: 0.978, number_of_instances: 2407, precision: 0.9778, predictive_accuracy: 0.978, prior_entropy: 0.678, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.3876, unweighted_recall: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9818, kappa: 0.937, kb_relative_information_score: 0.8806, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9821, number_of_instances: 2407, precision: 0.9824, predictive_accuracy: 0.9821, prior_entropy: 0.678, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.3523, unweighted_recall: 0.9519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.9676, kappa: 0.8882, kb_relative_information_score: 0.8086, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.2942, weighted_recall: 0.968, number_of_instances: 2407, precision: 0.9676, predictive_accuracy: 0.968, prior_entropy: 0.678, relative_absolute_error: 0.1553, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.4525, unweighted_recall: 0.9324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.9404, kappa: 0.7938, kb_relative_information_score: 0.6857, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9414, number_of_instances: 2407, precision: 0.9401, predictive_accuracy: 0.9414, prior_entropy: 0.678, relative_absolute_error: 0.2526, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.603, unweighted_recall: 0.8836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.9423, kappa: 0.8028, kb_relative_information_score: 0.7386, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9427, number_of_instances: 2407, precision: 0.9421, predictive_accuracy: 0.9427, prior_entropy: 0.678, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.5677, unweighted_recall: 0.8971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.956, kappa: 0.8478, kb_relative_information_score: 0.7536, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9568, number_of_instances: 2407, precision: 0.956, predictive_accuracy: 0.9568, prior_entropy: 0.678, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.5198, unweighted_recall: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.9563, kappa: 0.8495, kb_relative_information_score: 0.7631, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9568, number_of_instances: 2407, precision: 0.9561, predictive_accuracy: 0.9568, prior_entropy: 0.678, relative_absolute_error: 0.1984, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.5078, unweighted_recall: 0.9147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.9806, kappa: 0.9333, kb_relative_information_score: 0.8762, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9809, number_of_instances: 2407, precision: 0.9808, predictive_accuracy: 0.9809, prior_entropy: 0.678, relative_absolute_error: 0.1025, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1433, root_relative_squared_error: 0.3738, unweighted_recall: 0.9548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.9646, kappa: 0.8777, kb_relative_information_score: 0.8092, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9651, number_of_instances: 2407, precision: 0.9646, predictive_accuracy: 0.9651, prior_entropy: 0.678, relative_absolute_error: 0.1516, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.4793, unweighted_recall: 0.9261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8514, f_measure: 0.9119, kappa: 0.6927, kb_relative_information_score: 0.5914, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9144, number_of_instances: 2407, precision: 0.9112, predictive_accuracy: 0.9144, prior_entropy: 0.678, relative_absolute_error: 0.3288, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2807, root_relative_squared_error: 0.7322, unweighted_recall: 0.8281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.9756, kappa: 0.9159, kb_relative_information_score: 0.8649, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9759, number_of_instances: 2407, precision: 0.9757, predictive_accuracy: 0.9759, prior_entropy: 0.678, relative_absolute_error: 0.1084, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.3768, unweighted_recall: 0.9463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.9473, kappa: 0.8157, kb_relative_information_score: 0.7134, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9489, number_of_instances: 2407, precision: 0.948, predictive_accuracy: 0.9489, prior_entropy: 0.678, relative_absolute_error: 0.2349, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.223, root_relative_squared_error: 0.5818, unweighted_recall: 0.8845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9614, kappa: 0.8659, kb_relative_information_score: 0.7933, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9622, number_of_instances: 2407, precision: 0.9617, predictive_accuracy: 0.9622, prior_entropy: 0.678, relative_absolute_error: 0.1824, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1748, root_relative_squared_error: 0.4558, unweighted_recall: 0.9153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.9529, kappa: 0.8382, kb_relative_information_score: 0.7804, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9535, number_of_instances: 2407, precision: 0.9527, predictive_accuracy: 0.9535, prior_entropy: 0.678, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.5567, unweighted_recall: 0.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.9476, kappa: 0.8163, kb_relative_information_score: 0.7177, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9493, number_of_instances: 2407, precision: 0.9485, predictive_accuracy: 0.9493, prior_entropy: 0.678, relative_absolute_error: 0.2398, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.5637, unweighted_recall: 0.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.9396, kappa: 0.7913, kb_relative_information_score: 0.6994, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9406, number_of_instances: 2407, precision: 0.9393, predictive_accuracy: 0.9406, prior_entropy: 0.678, relative_absolute_error: 0.2406, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.5988, unweighted_recall: 0.8831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9072, f_measure: 0.9511, kappa: 0.8299, kb_relative_information_score: 0.7645, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9522, number_of_instances: 2407, precision: 0.9513, predictive_accuracy: 0.9522, prior_entropy: 0.678, relative_absolute_error: 0.1912, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.5524, unweighted_recall: 0.8965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.948, kappa: 0.8187, kb_relative_information_score: 0.7422, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9493, number_of_instances: 2407, precision: 0.9483, predictive_accuracy: 0.9493, prior_entropy: 0.678, relative_absolute_error: 0.2062, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.5695, unweighted_recall: 0.8893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9672, kappa: 0.8861, kb_relative_information_score: 0.8188, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.2942, weighted_recall: 0.968, number_of_instances: 2407, precision: 0.9679, predictive_accuracy: 0.968, prior_entropy: 0.678, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.4439, unweighted_recall: 0.9234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.9664, kappa: 0.8842, kb_relative_information_score: 0.8211, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9668, number_of_instances: 2407, precision: 0.9663, predictive_accuracy: 0.9668, prior_entropy: 0.678, relative_absolute_error: 0.1405, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.4676, unweighted_recall: 0.9317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.9488, kappa: 0.8227, kb_relative_information_score: 0.737, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9497, number_of_instances: 2407, precision: 0.9487, predictive_accuracy: 0.9497, prior_entropy: 0.678, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.5239, unweighted_recall: 0.8968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.9695, kappa: 0.8956, kb_relative_information_score: 0.8356, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9697, number_of_instances: 2407, precision: 0.9694, predictive_accuracy: 0.9697, prior_entropy: 0.678, relative_absolute_error: 0.1352, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.4285, unweighted_recall: 0.9425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.9208, kappa: 0.7218, kb_relative_information_score: 0.6145, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9236, number_of_instances: 2407, precision: 0.9208, predictive_accuracy: 0.9236, prior_entropy: 0.678, relative_absolute_error: 0.3376, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.628, unweighted_recall: 0.8373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.9807, kappa: 0.9338, kb_relative_information_score: 0.8866, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9809, number_of_instances: 2407, precision: 0.9808, predictive_accuracy: 0.9809, prior_entropy: 0.678, relative_absolute_error: 0.0912, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1346, root_relative_squared_error: 0.3511, unweighted_recall: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9602, kappa: 0.8624, kb_relative_information_score: 0.7996, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9609, number_of_instances: 2407, precision: 0.9603, predictive_accuracy: 0.9609, prior_entropy: 0.678, relative_absolute_error: 0.1648, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.4857, unweighted_recall: 0.9163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9746, kappa: 0.9131, kb_relative_information_score: 0.875, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9747, number_of_instances: 2407, precision: 0.9745, predictive_accuracy: 0.9747, prior_entropy: 0.678, relative_absolute_error: 0.1, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1535, root_relative_squared_error: 0.4005, unweighted_recall: 0.9528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.9485, kappa: 0.8238, kb_relative_information_score: 0.7508, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9489, number_of_instances: 2407, precision: 0.9483, predictive_accuracy: 0.9489, prior_entropy: 0.678, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5263, unweighted_recall: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.9642, kappa: 0.8769, kb_relative_information_score: 0.8269, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9647, number_of_instances: 2407, precision: 0.9642, predictive_accuracy: 0.9647, prior_entropy: 0.678, relative_absolute_error: 0.1417, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.4614, unweighted_recall: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.9177, kappa: 0.7159, kb_relative_information_score: 0.6307, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.2942, weighted_recall: 0.919, number_of_instances: 2407, precision: 0.917, predictive_accuracy: 0.919, prior_entropy: 0.678, relative_absolute_error: 0.314, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2494, root_relative_squared_error: 0.6506, unweighted_recall: 0.8473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.9679, kappa: 0.8894, kb_relative_information_score: 0.8089, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9684, number_of_instances: 2407, precision: 0.968, predictive_accuracy: 0.9684, prior_entropy: 0.678, relative_absolute_error: 0.1677, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.4586, unweighted_recall: 0.9318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.9678, kappa: 0.8881, kb_relative_information_score: 0.83, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9684, number_of_instances: 2407, precision: 0.9682, predictive_accuracy: 0.9684, prior_entropy: 0.678, relative_absolute_error: 0.1418, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.4403, unweighted_recall: 0.9263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9733, kappa: 0.9074, kb_relative_information_score: 0.8453, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9738, number_of_instances: 2407, precision: 0.9738, predictive_accuracy: 0.9738, prior_entropy: 0.678, relative_absolute_error: 0.1346, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1536, root_relative_squared_error: 0.4005, unweighted_recall: 0.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.9511, kappa: 0.8324, kb_relative_information_score: 0.7867, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9514, number_of_instances: 2407, precision: 0.9508, predictive_accuracy: 0.9514, prior_entropy: 0.678, relative_absolute_error: 0.1723, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.544, unweighted_recall: 0.9105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.9375, kappa: 0.7826, kb_relative_information_score: 0.6894, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9389, number_of_instances: 2407, precision: 0.9373, predictive_accuracy: 0.9389, prior_entropy: 0.678, relative_absolute_error: 0.2553, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.6112, unweighted_recall: 0.8739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9789, kappa: 0.9272, kb_relative_information_score: 0.8586, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9792, number_of_instances: 2407, precision: 0.9792, predictive_accuracy: 0.9792, prior_entropy: 0.678, relative_absolute_error: 0.117, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.3691, unweighted_recall: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.9294, kappa: 0.7547, kb_relative_information_score: 0.656, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.2942, weighted_recall: 0.931, number_of_instances: 2407, precision: 0.929, predictive_accuracy: 0.931, prior_entropy: 0.678, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.6498, unweighted_recall: 0.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.9568, kappa: 0.8502, kb_relative_information_score: 0.7869, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9576, number_of_instances: 2407, precision: 0.9569, predictive_accuracy: 0.9576, prior_entropy: 0.678, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.5052, unweighted_recall: 0.9089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.9609, kappa: 0.8653, kb_relative_information_score: 0.7974, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9614, number_of_instances: 2407, precision: 0.9608, predictive_accuracy: 0.9614, prior_entropy: 0.678, relative_absolute_error: 0.1805, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.4664, unweighted_recall: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.9002, kappa: 0.6515, kb_relative_information_score: 0.535, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9032, number_of_instances: 2407, precision: 0.8991, predictive_accuracy: 0.9032, prior_entropy: 0.678, relative_absolute_error: 0.3928, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.7288, unweighted_recall: 0.8077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9586, kappa: 0.8568, kb_relative_information_score: 0.7622, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9593, number_of_instances: 2407, precision: 0.9586, predictive_accuracy: 0.9593, prior_entropy: 0.678, relative_absolute_error: 0.1912, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.5064, unweighted_recall: 0.9144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9814, kappa: 0.9355, kb_relative_information_score: 0.8648, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9817, number_of_instances: 2407, precision: 0.982, predictive_accuracy: 0.9817, prior_entropy: 0.678, relative_absolute_error: 0.1155, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1388, root_relative_squared_error: 0.3621, unweighted_recall: 0.9508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9747, kappa: 0.9127, kb_relative_information_score: 0.8635, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9751, number_of_instances: 2407, precision: 0.9749, predictive_accuracy: 0.9751, prior_entropy: 0.678, relative_absolute_error: 0.1116, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.3973, unweighted_recall: 0.9431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.9663, kappa: 0.8836, kb_relative_information_score: 0.8302, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9668, number_of_instances: 2407, precision: 0.9663, predictive_accuracy: 0.9668, prior_entropy: 0.678, relative_absolute_error: 0.1368, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1732, root_relative_squared_error: 0.4518, unweighted_recall: 0.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.9557, kappa: 0.847, kb_relative_information_score: 0.7819, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9564, number_of_instances: 2407, precision: 0.9556, predictive_accuracy: 0.9564, prior_entropy: 0.678, relative_absolute_error: 0.183, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.5057, unweighted_recall: 0.9108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9575, kappa: 0.8548, kb_relative_information_score: 0.7886, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9576, number_of_instances: 2407, precision: 0.9573, predictive_accuracy: 0.9576, prior_entropy: 0.678, relative_absolute_error: 0.1908, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.4727, unweighted_recall: 0.9243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.9542, kappa: 0.8402, kb_relative_information_score: 0.7454, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9555, number_of_instances: 2407, precision: 0.955, predictive_accuracy: 0.9555, prior_entropy: 0.678, relative_absolute_error: 0.2208, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.5285, unweighted_recall: 0.8976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.9627, kappa: 0.871, kb_relative_information_score: 0.7765, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9634, number_of_instances: 2407, precision: 0.9629, predictive_accuracy: 0.9634, prior_entropy: 0.678, relative_absolute_error: 0.1803, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.4807, unweighted_recall: 0.9197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.9647, kappa: 0.8773, kb_relative_information_score: 0.8044, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9655, number_of_instances: 2407, precision: 0.9653, predictive_accuracy: 0.9655, prior_entropy: 0.678, relative_absolute_error: 0.1667, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.4623, unweighted_recall: 0.9191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.9418, kappa: 0.8009, kb_relative_information_score: 0.7001, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9423, number_of_instances: 2407, precision: 0.9416, predictive_accuracy: 0.9423, prior_entropy: 0.678, relative_absolute_error: 0.2577, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.5728, unweighted_recall: 0.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.9693, kappa: 0.8941, kb_relative_information_score: 0.8382, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9697, number_of_instances: 2407, precision: 0.9693, predictive_accuracy: 0.9697, prior_entropy: 0.678, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.4233, unweighted_recall: 0.9353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.9576, kappa: 0.8542, kb_relative_information_score: 0.7755, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.2942, weighted_recall: 0.958, number_of_instances: 2407, precision: 0.9574, predictive_accuracy: 0.958, prior_entropy: 0.678, relative_absolute_error: 0.177, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.5499, unweighted_recall: 0.9182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9752, kappa: 0.9145, kb_relative_information_score: 0.8461, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9755, number_of_instances: 2407, precision: 0.9753, predictive_accuracy: 0.9755, prior_entropy: 0.678, relative_absolute_error: 0.1325, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.3932, unweighted_recall: 0.9461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.9128, kappa: 0.6957, kb_relative_information_score: 0.5745, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9152, number_of_instances: 2407, precision: 0.9121, predictive_accuracy: 0.9152, prior_entropy: 0.678, relative_absolute_error: 0.3606, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2644, root_relative_squared_error: 0.6895, unweighted_recall: 0.8296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.9478, kappa: 0.8188, kb_relative_information_score: 0.7311, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9489, number_of_instances: 2407, precision: 0.9478, predictive_accuracy: 0.9489, prior_entropy: 0.678, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.5404, unweighted_recall: 0.8927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.9273, kappa: 0.7525, kb_relative_information_score: 0.6276, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9273, number_of_instances: 2407, precision: 0.9272, predictive_accuracy: 0.9273, prior_entropy: 0.678, relative_absolute_error: 0.3233, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2396, root_relative_squared_error: 0.6249, unweighted_recall: 0.8759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.9545, kappa: 0.8431, kb_relative_information_score: 0.7786, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9551, number_of_instances: 2407, precision: 0.9543, predictive_accuracy: 0.9551, prior_entropy: 0.678, relative_absolute_error: 0.1773, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.205, root_relative_squared_error: 0.5347, unweighted_recall: 0.9101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9622, kappa: 0.8702, kb_relative_information_score: 0.8134, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9626, number_of_instances: 2407, precision: 0.9621, predictive_accuracy: 0.9626, prior_entropy: 0.678, relative_absolute_error: 0.1467, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.4808, unweighted_recall: 0.9264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.8906, kappa: 0.6171, kb_relative_information_score: 0.4591, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.2942, weighted_recall: 0.8941, number_of_instances: 2407, precision: 0.8892, predictive_accuracy: 0.8941, prior_entropy: 0.678, relative_absolute_error: 0.445, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2942, root_relative_squared_error: 0.7674, unweighted_recall: 0.7903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9433, kappa: 0.8012, kb_relative_information_score: 0.7018, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9452, number_of_instances: 2407, precision: 0.9441, predictive_accuracy: 0.9452, prior_entropy: 0.678, relative_absolute_error: 0.2471, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.582, unweighted_recall: 0.8759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.9633, kappa: 0.8745, kb_relative_information_score: 0.8303, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9634, number_of_instances: 2407, precision: 0.9632, predictive_accuracy: 0.9634, prior_entropy: 0.678, relative_absolute_error: 0.1365, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.183, root_relative_squared_error: 0.4773, unweighted_recall: 0.9333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9168, f_measure: 0.9408, kappa: 0.7951, kb_relative_information_score: 0.7093, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9418, number_of_instances: 2407, precision: 0.9405, predictive_accuracy: 0.9418, prior_entropy: 0.678, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.5906, unweighted_recall: 0.8838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.9792, kappa: 0.9281, kb_relative_information_score: 0.8722, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9796, number_of_instances: 2407, precision: 0.9798, predictive_accuracy: 0.9796, prior_entropy: 0.678, relative_absolute_error: 0.1137, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.3734, unweighted_recall: 0.9468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.9502, kappa: 0.8295, kb_relative_information_score: 0.7815, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9506, number_of_instances: 2407, precision: 0.95, predictive_accuracy: 0.9506, prior_entropy: 0.678, relative_absolute_error: 0.1785, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.5481, unweighted_recall: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.9512, kappa: 0.8318, kb_relative_information_score: 0.7275, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9518, number_of_instances: 2407, precision: 0.951, predictive_accuracy: 0.9518, prior_entropy: 0.678, relative_absolute_error: 0.248, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.5126, unweighted_recall: 0.9053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.9567, kappa: 0.8508, kb_relative_information_score: 0.8026, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9572, number_of_instances: 2407, precision: 0.9565, predictive_accuracy: 0.9572, prior_entropy: 0.678, relative_absolute_error: 0.1586, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.186, root_relative_squared_error: 0.4852, unweighted_recall: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.9186, kappa: 0.7179, kb_relative_information_score: 0.5978, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9202, number_of_instances: 2407, precision: 0.9179, predictive_accuracy: 0.9202, prior_entropy: 0.678, relative_absolute_error: 0.3292, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.6932, unweighted_recall: 0.8453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.9674, kappa: 0.8874, kb_relative_information_score: 0.8268, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.2942, weighted_recall: 0.968, number_of_instances: 2407, precision: 0.9677, predictive_accuracy: 0.968, prior_entropy: 0.678, relative_absolute_error: 0.1382, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1761, root_relative_squared_error: 0.4594, unweighted_recall: 0.9288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.9223, kappa: 0.7268, kb_relative_information_score: 0.6307, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9252, number_of_instances: 2407, precision: 0.9226, predictive_accuracy: 0.9252, prior_entropy: 0.678, relative_absolute_error: 0.3065, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.25, root_relative_squared_error: 0.6521, unweighted_recall: 0.8384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9818, kappa: 0.9372, kb_relative_information_score: 0.8746, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9821, number_of_instances: 2407, precision: 0.9823, predictive_accuracy: 0.9821, prior_entropy: 0.678, relative_absolute_error: 0.1045, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.3567, unweighted_recall: 0.9537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.9639, kappa: 0.8762, kb_relative_information_score: 0.829, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9643, number_of_instances: 2407, precision: 0.9638, predictive_accuracy: 0.9643, prior_entropy: 0.678, relative_absolute_error: 0.1367, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4678, unweighted_recall: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.9738, kappa: 0.9096, kb_relative_information_score: 0.8634, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9742, number_of_instances: 2407, precision: 0.9741, predictive_accuracy: 0.9742, prior_entropy: 0.678, relative_absolute_error: 0.1132, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.3899, unweighted_recall: 0.9408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.9818, kappa: 0.9372, kb_relative_information_score: 0.8771, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9821, number_of_instances: 2407, precision: 0.9823, predictive_accuracy: 0.9821, prior_entropy: 0.678, relative_absolute_error: 0.1012, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3536, unweighted_recall: 0.9537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9836, kappa: 0.9433, kb_relative_information_score: 0.8995, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9838, number_of_instances: 2407, precision: 0.9839, predictive_accuracy: 0.9838, prior_entropy: 0.678, relative_absolute_error: 0.0911, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.3215, unweighted_recall: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9777, kappa: 0.9231, kb_relative_information_score: 0.8768, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.2942, weighted_recall: 0.978, number_of_instances: 2407, precision: 0.9779, predictive_accuracy: 0.978, prior_entropy: 0.678, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.3636, unweighted_recall: 0.9494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.9677, kappa: 0.8891, kb_relative_information_score: 0.8438, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.2942, weighted_recall: 0.968, number_of_instances: 2407, precision: 0.9676, predictive_accuracy: 0.968, prior_entropy: 0.678, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.4417, unweighted_recall: 0.9361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.9466, kappa: 0.8175, kb_relative_information_score: 0.7599, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9468, number_of_instances: 2407, precision: 0.9464, predictive_accuracy: 0.9468, prior_entropy: 0.678, relative_absolute_error: 0.194, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.5851, unweighted_recall: 0.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.9658, kappa: 0.882, kb_relative_information_score: 0.8137, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9663, number_of_instances: 2407, precision: 0.9659, predictive_accuracy: 0.9663, prior_entropy: 0.678, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.447, unweighted_recall: 0.9278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.8703, kappa: 0.5445, kb_relative_information_score: 0.4207, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2942, weighted_recall: 0.8749, number_of_instances: 2407, precision: 0.8681, predictive_accuracy: 0.8749, prior_entropy: 0.678, relative_absolute_error: 0.4806, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3136, root_relative_squared_error: 0.8179, unweighted_recall: 0.7542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.9627, kappa: 0.8723, kb_relative_information_score: 0.8415, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.2942, weighted_recall: 0.963, number_of_instances: 2407, precision: 0.9626, predictive_accuracy: 0.963, prior_entropy: 0.678, relative_absolute_error: 0.131, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.4869, unweighted_recall: 0.9294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.9653, kappa: 0.8811, kb_relative_information_score: 0.8264, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9655, number_of_instances: 2407, precision: 0.9652, predictive_accuracy: 0.9655, prior_entropy: 0.678, relative_absolute_error: 0.1385, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.4711, unweighted_recall: 0.9346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.9618, kappa: 0.8689, kb_relative_information_score: 0.8177, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9622, number_of_instances: 2407, precision: 0.9617, predictive_accuracy: 0.9622, prior_entropy: 0.678, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.4787, unweighted_recall: 0.9262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9176, f_measure: 0.9281, kappa: 0.7512, kb_relative_information_score: 0.6674, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9294, number_of_instances: 2407, precision: 0.9275, predictive_accuracy: 0.9294, prior_entropy: 0.678, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.6213, unweighted_recall: 0.8626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.981, kappa: 0.9343, kb_relative_information_score: 0.874, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9813, number_of_instances: 2407, precision: 0.9814, predictive_accuracy: 0.9813, prior_entropy: 0.678, relative_absolute_error: 0.1054, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.3589, unweighted_recall: 0.9523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8448, f_measure: 0.8927, kappa: 0.6372, kb_relative_information_score: 0.538, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.2942, weighted_recall: 0.892, number_of_instances: 2407, precision: 0.8934, predictive_accuracy: 0.892, prior_entropy: 0.678, relative_absolute_error: 0.38, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3119, root_relative_squared_error: 0.8134, unweighted_recall: 0.8226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.974, kappa: 0.9106, kb_relative_information_score: 0.8507, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9742, number_of_instances: 2407, precision: 0.974, predictive_accuracy: 0.9742, prior_entropy: 0.678, relative_absolute_error: 0.1174, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.4049, unweighted_recall: 0.9462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.9631, kappa: 0.8723, kb_relative_information_score: 0.7923, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9639, number_of_instances: 2407, precision: 0.9634, predictive_accuracy: 0.9639, prior_entropy: 0.678, relative_absolute_error: 0.1672, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.4918, unweighted_recall: 0.9199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, f_measure: 0.9587, kappa: 0.8576, kb_relative_information_score: 0.7745, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.2942, weighted_recall: 0.9593, number_of_instances: 2407, precision: 0.9586, predictive_accuracy: 0.9593, prior_entropy: 0.678, relative_absolute_error: 0.1837, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1892, root_relative_squared_error: 0.4934, unweighted_recall: 0.9172,

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