Task
Supervised Classification on phoneme

Supervised Classification on phoneme

Task 9952 Supervised Classification phoneme 113807 runs submitted
0 likes downloaded by 3 people , 6 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_218 study_50 study_7 study_98 study_99
Issue #Downvotes for this reason By


Metric:

113807 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: 0.9383, f_measure: 0.875, kappa: 0.6961, kb_relative_information_score: 0.4795, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.4147, weighted_recall: 0.876, number_of_instances: 5404, precision: 0.8744, predictive_accuracy: 0.876, prior_entropy: 0.8732, relative_absolute_error: 0.5358, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3091, root_relative_squared_error: 0.6789, unweighted_recall: 0.8424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.8942, kappa: 0.7435, kb_relative_information_score: 0.5534, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8949, number_of_instances: 5404, precision: 0.8939, predictive_accuracy: 0.8949, prior_entropy: 0.8732, relative_absolute_error: 0.4652, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.6254, unweighted_recall: 0.8674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.902, kappa: 0.7626, kb_relative_information_score: 0.5804, mean_absolute_error: 0.1819, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9025, number_of_instances: 5404, precision: 0.9017, predictive_accuracy: 0.9025, prior_entropy: 0.8732, relative_absolute_error: 0.4386, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.6069, unweighted_recall: 0.8777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9106, kappa: 0.7838, kb_relative_information_score: 0.6738, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9108, number_of_instances: 5404, precision: 0.9104, predictive_accuracy: 0.9108, prior_entropy: 0.8732, relative_absolute_error: 0.3352, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.5628, unweighted_recall: 0.8899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.8819, kappa: 0.7141, kb_relative_information_score: 0.4914, mean_absolute_error: 0.2173, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8823, number_of_instances: 5404, precision: 0.8815, predictive_accuracy: 0.8823, prior_entropy: 0.8732, relative_absolute_error: 0.5239, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3042, root_relative_squared_error: 0.6679, unweighted_recall: 0.8544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.9095, kappa: 0.7811, kb_relative_information_score: 0.6215, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9097, number_of_instances: 5404, precision: 0.9093, predictive_accuracy: 0.9097, prior_entropy: 0.8732, relative_absolute_error: 0.396, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.5824, unweighted_recall: 0.8885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.8905, kappa: 0.7353, kb_relative_information_score: 0.5843, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8908, number_of_instances: 5404, precision: 0.8903, predictive_accuracy: 0.8908, prior_entropy: 0.8732, relative_absolute_error: 0.4279, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2811, root_relative_squared_error: 0.6174, unweighted_recall: 0.8656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9326, f_measure: 0.8666, kappa: 0.6747, kb_relative_information_score: 0.4502, mean_absolute_error: 0.2337, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8682, number_of_instances: 5404, precision: 0.866, predictive_accuracy: 0.8682, prior_entropy: 0.8732, relative_absolute_error: 0.5634, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.698, unweighted_recall: 0.8295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9134, kappa: 0.7901, kb_relative_information_score: 0.6568, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9138, number_of_instances: 5404, precision: 0.9131, predictive_accuracy: 0.9138, prior_entropy: 0.8732, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.5565, unweighted_recall: 0.8914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9083, kappa: 0.778, kb_relative_information_score: 0.6049, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9086, number_of_instances: 5404, precision: 0.908, predictive_accuracy: 0.9086, prior_entropy: 0.8732, relative_absolute_error: 0.415, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.5883, unweighted_recall: 0.8863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.9119, kappa: 0.7873, kb_relative_information_score: 0.6393, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9121, number_of_instances: 5404, precision: 0.9118, predictive_accuracy: 0.9121, prior_entropy: 0.8732, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.5694, unweighted_recall: 0.8923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9113, kappa: 0.7851, kb_relative_information_score: 0.6153, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9117, number_of_instances: 5404, precision: 0.911, predictive_accuracy: 0.9117, prior_entropy: 0.8732, relative_absolute_error: 0.4048, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.5795, unweighted_recall: 0.8887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, f_measure: 0.8984, kappa: 0.7537, kb_relative_information_score: 0.5684, mean_absolute_error: 0.187, mean_prior_absolute_error: 0.4147, weighted_recall: 0.899, number_of_instances: 5404, precision: 0.8981, predictive_accuracy: 0.899, prior_entropy: 0.8732, relative_absolute_error: 0.4509, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2797, root_relative_squared_error: 0.6143, unweighted_recall: 0.8728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.9093, kappa: 0.7805, kb_relative_information_score: 0.6112, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9097, number_of_instances: 5404, precision: 0.9091, predictive_accuracy: 0.9097, prior_entropy: 0.8732, relative_absolute_error: 0.4083, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.5835, unweighted_recall: 0.8873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.913, kappa: 0.7894, kb_relative_information_score: 0.6539, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9134, number_of_instances: 5404, precision: 0.9128, predictive_accuracy: 0.9134, prior_entropy: 0.8732, relative_absolute_error: 0.3615, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.5589, unweighted_recall: 0.8913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.912, kappa: 0.7869, kb_relative_information_score: 0.661, mean_absolute_error: 0.1466, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9125, number_of_instances: 5404, precision: 0.9118, predictive_accuracy: 0.9125, prior_entropy: 0.8732, relative_absolute_error: 0.3535, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.5549, unweighted_recall: 0.8898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.8772, kappa: 0.7014, kb_relative_information_score: 0.4879, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8784, number_of_instances: 5404, precision: 0.8768, predictive_accuracy: 0.8784, prior_entropy: 0.8732, relative_absolute_error: 0.5278, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3062, root_relative_squared_error: 0.6725, unweighted_recall: 0.8443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.8924, kappa: 0.7393, kb_relative_information_score: 0.5589, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8929, number_of_instances: 5404, precision: 0.892, predictive_accuracy: 0.8929, prior_entropy: 0.8732, relative_absolute_error: 0.4554, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2869, root_relative_squared_error: 0.63, unweighted_recall: 0.8663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.9091, kappa: 0.7801, kb_relative_information_score: 0.6141, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9095, number_of_instances: 5404, precision: 0.9089, predictive_accuracy: 0.9095, prior_entropy: 0.8732, relative_absolute_error: 0.4053, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.5827, unweighted_recall: 0.8869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9143, kappa: 0.7923, kb_relative_information_score: 0.6658, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9147, number_of_instances: 5404, precision: 0.9141, predictive_accuracy: 0.9147, prior_entropy: 0.8732, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.5522, unweighted_recall: 0.8924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.9095, kappa: 0.7808, kb_relative_information_score: 0.6282, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9099, number_of_instances: 5404, precision: 0.9092, predictive_accuracy: 0.9099, prior_entropy: 0.8732, relative_absolute_error: 0.3898, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.5748, unweighted_recall: 0.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9136, kappa: 0.7909, kb_relative_information_score: 0.6355, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.4147, weighted_recall: 0.914, number_of_instances: 5404, precision: 0.9134, predictive_accuracy: 0.914, prior_entropy: 0.8732, relative_absolute_error: 0.3825, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.5683, unweighted_recall: 0.8923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.911, kappa: 0.7852, kb_relative_information_score: 0.6859, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9112, number_of_instances: 5404, precision: 0.9109, predictive_accuracy: 0.9112, prior_entropy: 0.8732, relative_absolute_error: 0.321, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.5566, unweighted_recall: 0.8914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8699, kappa: 0.6835, kb_relative_information_score: 0.4613, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8712, number_of_instances: 5404, precision: 0.8694, predictive_accuracy: 0.8712, prior_entropy: 0.8732, relative_absolute_error: 0.5525, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.6912, unweighted_recall: 0.8353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.9001, kappa: 0.7583, kb_relative_information_score: 0.5806, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9004, number_of_instances: 5404, precision: 0.8999, predictive_accuracy: 0.9004, prior_entropy: 0.8732, relative_absolute_error: 0.4376, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2761, root_relative_squared_error: 0.6063, unweighted_recall: 0.8767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.9097, kappa: 0.7814, kb_relative_information_score: 0.6156, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9101, number_of_instances: 5404, precision: 0.9095, predictive_accuracy: 0.9101, prior_entropy: 0.8732, relative_absolute_error: 0.4038, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.5818, unweighted_recall: 0.8877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9126, kappa: 0.7889, kb_relative_information_score: 0.6847, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9128, number_of_instances: 5404, precision: 0.9125, predictive_accuracy: 0.9128, prior_entropy: 0.8732, relative_absolute_error: 0.3243, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.5492, unweighted_recall: 0.8926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.9139, kappa: 0.7915, kb_relative_information_score: 0.6359, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9143, number_of_instances: 5404, precision: 0.9137, predictive_accuracy: 0.9143, prior_entropy: 0.8732, relative_absolute_error: 0.3822, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.5683, unweighted_recall: 0.8922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.8669, kappa: 0.6753, kb_relative_information_score: 0.4491, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8686, number_of_instances: 5404, precision: 0.8664, predictive_accuracy: 0.8686, prior_entropy: 0.8732, relative_absolute_error: 0.5652, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3182, root_relative_squared_error: 0.6988, unweighted_recall: 0.8294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9326, f_measure: 0.8666, kappa: 0.6747, kb_relative_information_score: 0.4502, mean_absolute_error: 0.2337, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8682, number_of_instances: 5404, precision: 0.866, predictive_accuracy: 0.8682, prior_entropy: 0.8732, relative_absolute_error: 0.5634, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.698, unweighted_recall: 0.8295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.9076, kappa: 0.7763, kb_relative_information_score: 0.608, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.4147, weighted_recall: 0.908, number_of_instances: 5404, precision: 0.9074, predictive_accuracy: 0.908, prior_entropy: 0.8732, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2672, root_relative_squared_error: 0.5869, unweighted_recall: 0.8848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.8914, kappa: 0.7365, kb_relative_information_score: 0.5459, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8921, number_of_instances: 5404, precision: 0.891, predictive_accuracy: 0.8921, prior_entropy: 0.8732, relative_absolute_error: 0.4727, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.6305, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.8914, kappa: 0.7365, kb_relative_information_score: 0.5459, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8921, number_of_instances: 5404, precision: 0.891, predictive_accuracy: 0.8921, prior_entropy: 0.8732, relative_absolute_error: 0.4727, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.6305, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.9131, kappa: 0.7896, kb_relative_information_score: 0.6435, mean_absolute_error: 0.1552, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9134, number_of_instances: 5404, precision: 0.9129, predictive_accuracy: 0.9134, prior_entropy: 0.8732, relative_absolute_error: 0.3741, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.5669, unweighted_recall: 0.8919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9143, kappa: 0.7923, kb_relative_information_score: 0.6658, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9147, number_of_instances: 5404, precision: 0.9141, predictive_accuracy: 0.9147, prior_entropy: 0.8732, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.5522, unweighted_recall: 0.8924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.9114, kappa: 0.7851, kb_relative_information_score: 0.6206, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9119, number_of_instances: 5404, precision: 0.9111, predictive_accuracy: 0.9119, prior_entropy: 0.8732, relative_absolute_error: 0.3994, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2624, root_relative_squared_error: 0.5763, unweighted_recall: 0.8879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.9103, kappa: 0.7828, kb_relative_information_score: 0.6284, mean_absolute_error: 0.1616, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9106, number_of_instances: 5404, precision: 0.9101, predictive_accuracy: 0.9106, prior_entropy: 0.8732, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.5742, unweighted_recall: 0.8885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.9088, kappa: 0.7793, kb_relative_information_score: 0.6331, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9091, number_of_instances: 5404, precision: 0.9086, predictive_accuracy: 0.9091, prior_entropy: 0.8732, relative_absolute_error: 0.384, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.5728, unweighted_recall: 0.8869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.8767, kappa: 0.6998, kb_relative_information_score: 0.4939, mean_absolute_error: 0.2166, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8781, number_of_instances: 5404, precision: 0.8763, predictive_accuracy: 0.8781, prior_entropy: 0.8732, relative_absolute_error: 0.5223, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.6675, unweighted_recall: 0.8427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.9031, kappa: 0.7653, kb_relative_information_score: 0.5925, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9036, number_of_instances: 5404, precision: 0.9028, predictive_accuracy: 0.9036, prior_entropy: 0.8732, relative_absolute_error: 0.4267, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5987, unweighted_recall: 0.8791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.9105, kappa: 0.7837, kb_relative_information_score: 0.644, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9106, number_of_instances: 5404, precision: 0.9103, predictive_accuracy: 0.9106, prior_entropy: 0.8732, relative_absolute_error: 0.3705, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2603, root_relative_squared_error: 0.5716, unweighted_recall: 0.8905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.9093, kappa: 0.7804, kb_relative_information_score: 0.6263, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9097, number_of_instances: 5404, precision: 0.9091, predictive_accuracy: 0.9097, prior_entropy: 0.8732, relative_absolute_error: 0.3911, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.263, root_relative_squared_error: 0.5776, unweighted_recall: 0.8869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.913, kappa: 0.7894, kb_relative_information_score: 0.6566, mean_absolute_error: 0.1488, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9134, number_of_instances: 5404, precision: 0.9128, predictive_accuracy: 0.9134, prior_entropy: 0.8732, relative_absolute_error: 0.3587, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.5565, unweighted_recall: 0.8913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.8833, kappa: 0.7168, kb_relative_information_score: 0.5248, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.4147, weighted_recall: 0.884, number_of_instances: 5404, precision: 0.8828, predictive_accuracy: 0.884, prior_entropy: 0.8732, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.6538, unweighted_recall: 0.8541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.8915, kappa: 0.7368, kb_relative_information_score: 0.5365, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8921, number_of_instances: 5404, precision: 0.8911, predictive_accuracy: 0.8921, prior_entropy: 0.8732, relative_absolute_error: 0.4815, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.6377, unweighted_recall: 0.8641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9143, kappa: 0.7923, kb_relative_information_score: 0.6658, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9147, number_of_instances: 5404, precision: 0.9141, predictive_accuracy: 0.9147, prior_entropy: 0.8732, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.5522, unweighted_recall: 0.8924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.8807, kappa: 0.7113, kb_relative_information_score: 0.5523, mean_absolute_error: 0.1903, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8812, number_of_instances: 5404, precision: 0.8804, predictive_accuracy: 0.8812, prior_entropy: 0.8732, relative_absolute_error: 0.4588, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.6417, unweighted_recall: 0.8529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.913, kappa: 0.7898, kb_relative_information_score: 0.6956, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9132, number_of_instances: 5404, precision: 0.9129, predictive_accuracy: 0.9132, prior_entropy: 0.8732, relative_absolute_error: 0.3098, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.553, unweighted_recall: 0.8931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9147, kappa: 0.7934, kb_relative_information_score: 0.6499, mean_absolute_error: 0.1522, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9151, number_of_instances: 5404, precision: 0.9145, predictive_accuracy: 0.9151, prior_entropy: 0.8732, relative_absolute_error: 0.3669, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.255, root_relative_squared_error: 0.5599, unweighted_recall: 0.8933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.911, kappa: 0.7846, kb_relative_information_score: 0.6371, mean_absolute_error: 0.1577, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9114, number_of_instances: 5404, precision: 0.9108, predictive_accuracy: 0.9114, prior_entropy: 0.8732, relative_absolute_error: 0.3802, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.5703, unweighted_recall: 0.8892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.8938, kappa: 0.7421, kb_relative_information_score: 0.5472, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8945, number_of_instances: 5404, precision: 0.8934, predictive_accuracy: 0.8945, prior_entropy: 0.8732, relative_absolute_error: 0.4709, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.6304, unweighted_recall: 0.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.8996, kappa: 0.7563, kb_relative_information_score: 0.5716, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9003, number_of_instances: 5404, precision: 0.8993, predictive_accuracy: 0.9003, prior_entropy: 0.8732, relative_absolute_error: 0.4479, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2786, root_relative_squared_error: 0.6118, unweighted_recall: 0.8732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.8885, kappa: 0.7296, kb_relative_information_score: 0.527, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8892, number_of_instances: 5404, precision: 0.8881, predictive_accuracy: 0.8892, prior_entropy: 0.8732, relative_absolute_error: 0.4906, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.6443, unweighted_recall: 0.8606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9108, kappa: 0.7846, kb_relative_information_score: 0.6599, mean_absolute_error: 0.1465, mean_prior_absolute_error: 0.4147, weighted_recall: 0.911, number_of_instances: 5404, precision: 0.9107, predictive_accuracy: 0.911, prior_entropy: 0.8732, relative_absolute_error: 0.3532, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.5635, unweighted_recall: 0.8909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9095, kappa: 0.7811, kb_relative_information_score: 0.6222, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9099, number_of_instances: 5404, precision: 0.9093, predictive_accuracy: 0.9099, prior_entropy: 0.8732, relative_absolute_error: 0.3958, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.5795, unweighted_recall: 0.8878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.9131, kappa: 0.7896, kb_relative_information_score: 0.6375, mean_absolute_error: 0.1577, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9136, number_of_instances: 5404, precision: 0.9129, predictive_accuracy: 0.9136, prior_entropy: 0.8732, relative_absolute_error: 0.3801, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.5683, unweighted_recall: 0.8909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.9139, kappa: 0.7915, kb_relative_information_score: 0.6359, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9143, number_of_instances: 5404, precision: 0.9137, predictive_accuracy: 0.9143, prior_entropy: 0.8732, relative_absolute_error: 0.3822, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.5683, unweighted_recall: 0.8922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.9091, kappa: 0.7801, kb_relative_information_score: 0.6141, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9095, number_of_instances: 5404, precision: 0.9089, predictive_accuracy: 0.9095, prior_entropy: 0.8732, relative_absolute_error: 0.4053, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.5827, unweighted_recall: 0.8869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9083, kappa: 0.778, kb_relative_information_score: 0.6202, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9088, number_of_instances: 5404, precision: 0.9081, predictive_accuracy: 0.9088, prior_entropy: 0.8732, relative_absolute_error: 0.3985, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.5794, unweighted_recall: 0.8855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.8893, kappa: 0.7313, kb_relative_information_score: 0.544, mean_absolute_error: 0.1964, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8901, number_of_instances: 5404, precision: 0.8889, predictive_accuracy: 0.8901, prior_entropy: 0.8732, relative_absolute_error: 0.4737, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2884, root_relative_squared_error: 0.6334, unweighted_recall: 0.8607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.9131, kappa: 0.7896, kb_relative_information_score: 0.6435, mean_absolute_error: 0.1551, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9134, number_of_instances: 5404, precision: 0.9129, predictive_accuracy: 0.9134, prior_entropy: 0.8732, relative_absolute_error: 0.3741, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.5668, unweighted_recall: 0.8919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.8955, kappa: 0.7467, kb_relative_information_score: 0.5714, mean_absolute_error: 0.1835, mean_prior_absolute_error: 0.4147, weighted_recall: 0.896, number_of_instances: 5404, precision: 0.8951, predictive_accuracy: 0.896, prior_entropy: 0.8732, relative_absolute_error: 0.4425, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2835, root_relative_squared_error: 0.6226, unweighted_recall: 0.8696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.8883, kappa: 0.7298, kb_relative_information_score: 0.5804, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8886, number_of_instances: 5404, precision: 0.888, predictive_accuracy: 0.8886, prior_entropy: 0.8732, relative_absolute_error: 0.4314, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.6204, unweighted_recall: 0.8627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.8876, kappa: 0.7272, kb_relative_information_score: 0.5317, mean_absolute_error: 0.2012, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8884, number_of_instances: 5404, precision: 0.8872, predictive_accuracy: 0.8884, prior_entropy: 0.8732, relative_absolute_error: 0.485, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.6422, unweighted_recall: 0.8586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.9115, kappa: 0.7856, kb_relative_information_score: 0.6432, mean_absolute_error: 0.155, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9119, number_of_instances: 5404, precision: 0.9113, predictive_accuracy: 0.9119, prior_entropy: 0.8732, relative_absolute_error: 0.3737, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.257, root_relative_squared_error: 0.5644, unweighted_recall: 0.8892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.913, kappa: 0.7894, kb_relative_information_score: 0.6566, mean_absolute_error: 0.1488, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9134, number_of_instances: 5404, precision: 0.9128, predictive_accuracy: 0.9134, prior_entropy: 0.8732, relative_absolute_error: 0.3587, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.5565, unweighted_recall: 0.8913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.9057, kappa: 0.7717, kb_relative_information_score: 0.6937, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.4147, weighted_recall: 0.906, number_of_instances: 5404, precision: 0.9054, predictive_accuracy: 0.906, prior_entropy: 0.8732, relative_absolute_error: 0.3062, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.5734, unweighted_recall: 0.8832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.9014, kappa: 0.7609, kb_relative_information_score: 0.5888, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9019, number_of_instances: 5404, precision: 0.9011, predictive_accuracy: 0.9019, prior_entropy: 0.8732, relative_absolute_error: 0.4304, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.6011, unweighted_recall: 0.8764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9075, kappa: 0.7762, kb_relative_information_score: 0.6341, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9078, number_of_instances: 5404, precision: 0.9073, predictive_accuracy: 0.9078, prior_entropy: 0.8732, relative_absolute_error: 0.3835, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2623, root_relative_squared_error: 0.576, unweighted_recall: 0.8854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9134, kappa: 0.7901, kb_relative_information_score: 0.6568, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9138, number_of_instances: 5404, precision: 0.9131, predictive_accuracy: 0.9138, prior_entropy: 0.8732, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.5565, unweighted_recall: 0.8914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.9093, kappa: 0.7804, kb_relative_information_score: 0.6271, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9097, number_of_instances: 5404, precision: 0.9091, predictive_accuracy: 0.9097, prior_entropy: 0.8732, relative_absolute_error: 0.3912, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2619, root_relative_squared_error: 0.5753, unweighted_recall: 0.8869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.8951, kappa: 0.7463, kb_relative_information_score: 0.5937, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8954, number_of_instances: 5404, precision: 0.8948, predictive_accuracy: 0.8954, prior_entropy: 0.8732, relative_absolute_error: 0.4189, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.6103, unweighted_recall: 0.8707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.9123, kappa: 0.7877, kb_relative_information_score: 0.6319, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9127, number_of_instances: 5404, precision: 0.9121, predictive_accuracy: 0.9127, prior_entropy: 0.8732, relative_absolute_error: 0.3866, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2599, root_relative_squared_error: 0.5707, unweighted_recall: 0.8908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, f_measure: 0.7875, kappa: 0.4828, kb_relative_information_score: 0.2596, mean_absolute_error: 0.3084, mean_prior_absolute_error: 0.4147, weighted_recall: 0.7896, number_of_instances: 5404, precision: 0.786, predictive_accuracy: 0.7896, prior_entropy: 0.8732, relative_absolute_error: 0.7436, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3778, root_relative_squared_error: 0.8296, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9071, kappa: 0.7749, kb_relative_information_score: 0.6191, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9075, number_of_instances: 5404, precision: 0.9068, predictive_accuracy: 0.9075, prior_entropy: 0.8732, relative_absolute_error: 0.3994, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.581, unweighted_recall: 0.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9083, kappa: 0.778, kb_relative_information_score: 0.6202, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9088, number_of_instances: 5404, precision: 0.9081, predictive_accuracy: 0.9088, prior_entropy: 0.8732, relative_absolute_error: 0.3985, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.5794, unweighted_recall: 0.8855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.9123, kappa: 0.7877, kb_relative_information_score: 0.6319, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9127, number_of_instances: 5404, precision: 0.9121, predictive_accuracy: 0.9127, prior_entropy: 0.8732, relative_absolute_error: 0.3866, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2599, root_relative_squared_error: 0.5707, unweighted_recall: 0.8908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.9125, kappa: 0.7888, kb_relative_information_score: 0.6863, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9127, number_of_instances: 5404, precision: 0.9124, predictive_accuracy: 0.9127, prior_entropy: 0.8732, relative_absolute_error: 0.3204, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.5571, unweighted_recall: 0.8932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.879, kappa: 0.706, kb_relative_information_score: 0.4929, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8801, number_of_instances: 5404, precision: 0.8786, predictive_accuracy: 0.8801, prior_entropy: 0.8732, relative_absolute_error: 0.5231, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6693, unweighted_recall: 0.8471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.8768, kappa: 0.7013, kb_relative_information_score: 0.5283, mean_absolute_error: 0.2003, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8775, number_of_instances: 5404, precision: 0.8763, predictive_accuracy: 0.8775, prior_entropy: 0.8732, relative_absolute_error: 0.4829, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.6594, unweighted_recall: 0.8468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8835, kappa: 0.7172, kb_relative_information_score: 0.5296, mean_absolute_error: 0.2004, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8843, number_of_instances: 5404, precision: 0.8831, predictive_accuracy: 0.8843, prior_entropy: 0.8732, relative_absolute_error: 0.4832, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.6517, unweighted_recall: 0.8536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.9115, kappa: 0.7856, kb_relative_information_score: 0.6432, mean_absolute_error: 0.155, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9119, number_of_instances: 5404, precision: 0.9113, predictive_accuracy: 0.9119, prior_entropy: 0.8732, relative_absolute_error: 0.3737, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.257, root_relative_squared_error: 0.5644, unweighted_recall: 0.8892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.9124, kappa: 0.7875, kb_relative_information_score: 0.6604, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9128, number_of_instances: 5404, precision: 0.9121, predictive_accuracy: 0.9128, prior_entropy: 0.8732, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.253, root_relative_squared_error: 0.5556, unweighted_recall: 0.8895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9071, kappa: 0.7749, kb_relative_information_score: 0.6191, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9075, number_of_instances: 5404, precision: 0.9068, predictive_accuracy: 0.9075, prior_entropy: 0.8732, relative_absolute_error: 0.3994, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.581, unweighted_recall: 0.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.913, kappa: 0.7894, kb_relative_information_score: 0.6539, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9134, number_of_instances: 5404, precision: 0.9128, predictive_accuracy: 0.9134, prior_entropy: 0.8732, relative_absolute_error: 0.3615, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.5589, unweighted_recall: 0.8913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.9097, kappa: 0.7814, kb_relative_information_score: 0.6156, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9101, number_of_instances: 5404, precision: 0.9095, predictive_accuracy: 0.9101, prior_entropy: 0.8732, relative_absolute_error: 0.4038, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.5818, unweighted_recall: 0.8877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9132, kappa: 0.7902, kb_relative_information_score: 0.6753, mean_absolute_error: 0.1389, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9134, number_of_instances: 5404, precision: 0.913, predictive_accuracy: 0.9134, prior_entropy: 0.8732, relative_absolute_error: 0.335, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.5543, unweighted_recall: 0.8932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.8914, kappa: 0.7365, kb_relative_information_score: 0.5459, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8921, number_of_instances: 5404, precision: 0.891, predictive_accuracy: 0.8921, prior_entropy: 0.8732, relative_absolute_error: 0.4727, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.6305, unweighted_recall: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.9116, kappa: 0.7859, kb_relative_information_score: 0.6325, mean_absolute_error: 0.1599, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9119, number_of_instances: 5404, precision: 0.9113, predictive_accuracy: 0.9119, prior_entropy: 0.8732, relative_absolute_error: 0.3856, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.5719, unweighted_recall: 0.8899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.9124, kappa: 0.7883, kb_relative_information_score: 0.6655, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9127, number_of_instances: 5404, precision: 0.9123, predictive_accuracy: 0.9127, prior_entropy: 0.8732, relative_absolute_error: 0.3472, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2552, root_relative_squared_error: 0.5605, unweighted_recall: 0.8921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9071, kappa: 0.7749, kb_relative_information_score: 0.6191, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9075, number_of_instances: 5404, precision: 0.9068, predictive_accuracy: 0.9075, prior_entropy: 0.8732, relative_absolute_error: 0.3994, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.581, unweighted_recall: 0.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9083, kappa: 0.778, kb_relative_information_score: 0.6202, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9088, number_of_instances: 5404, precision: 0.9081, predictive_accuracy: 0.9088, prior_entropy: 0.8732, relative_absolute_error: 0.3985, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.5794, unweighted_recall: 0.8855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.9123, kappa: 0.7875, kb_relative_information_score: 0.6389, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9127, number_of_instances: 5404, precision: 0.912, predictive_accuracy: 0.9127, prior_entropy: 0.8732, relative_absolute_error: 0.377, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.5696, unweighted_recall: 0.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, f_measure: 0.8778, kappa: 0.7037, kb_relative_information_score: 0.5234, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8786, number_of_instances: 5404, precision: 0.8774, predictive_accuracy: 0.8786, prior_entropy: 0.8732, relative_absolute_error: 0.4887, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.6599, unweighted_recall: 0.8476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.9093, kappa: 0.7804, kb_relative_information_score: 0.6271, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9097, number_of_instances: 5404, precision: 0.9091, predictive_accuracy: 0.9097, prior_entropy: 0.8732, relative_absolute_error: 0.3912, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2619, root_relative_squared_error: 0.5753, unweighted_recall: 0.8869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.9091, kappa: 0.7801, kb_relative_information_score: 0.6141, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9095, number_of_instances: 5404, precision: 0.9089, predictive_accuracy: 0.9095, prior_entropy: 0.8732, relative_absolute_error: 0.4053, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.5827, unweighted_recall: 0.8869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.8733, kappa: 0.6932, kb_relative_information_score: 0.519, mean_absolute_error: 0.204, mean_prior_absolute_error: 0.4147, weighted_recall: 0.8738, number_of_instances: 5404, precision: 0.8729, predictive_accuracy: 0.8738, prior_entropy: 0.8732, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3035, root_relative_squared_error: 0.6666, unweighted_recall: 0.8438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.9059, kappa: 0.7721, kb_relative_information_score: 0.6026, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9064, number_of_instances: 5404, precision: 0.9057, predictive_accuracy: 0.9064, prior_entropy: 0.8732, relative_absolute_error: 0.4165, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.5917, unweighted_recall: 0.8825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9136, kappa: 0.7909, kb_relative_information_score: 0.6355, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.4147, weighted_recall: 0.914, number_of_instances: 5404, precision: 0.9134, predictive_accuracy: 0.914, prior_entropy: 0.8732, relative_absolute_error: 0.3825, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.5683, unweighted_recall: 0.8923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.9131, kappa: 0.7896, kb_relative_information_score: 0.6435, mean_absolute_error: 0.1551, mean_prior_absolute_error: 0.4147, weighted_recall: 0.9134, number_of_instances: 5404, precision: 0.9129, predictive_accuracy: 0.9134, prior_entropy: 0.8732, relative_absolute_error: 0.3741, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.5668, unweighted_recall: 0.8919,

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