Task
Supervised Classification on adult

Supervised Classification on adult

Task 7592 Supervised Classification adult 13295 runs submitted
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  • OpenML-CC18 OpenML100 study_123 study_14 study_218 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.8679, kappa: 0.6271, kb_relative_information_score: 0.4926, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8722, number_of_instances: 48842, precision: 0.8676, predictive_accuracy: 0.8722, prior_entropy: 0.7938, relative_absolute_error: 0.4851, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.6994, unweighted_recall: 0.7952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8636, kappa: 0.6126, kb_relative_information_score: 0.4716, mean_absolute_error: 0.1861, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8692, number_of_instances: 48842, precision: 0.8641, predictive_accuracy: 0.8692, prior_entropy: 0.7938, relative_absolute_error: 0.5113, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.301, root_relative_squared_error: 0.7056, unweighted_recall: 0.7841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8688, kappa: 0.6296, kb_relative_information_score: 0.495, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8731, number_of_instances: 48842, precision: 0.8685, predictive_accuracy: 0.8731, prior_entropy: 0.7938, relative_absolute_error: 0.4837, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.6966, unweighted_recall: 0.7963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8676, kappa: 0.6264, kb_relative_information_score: 0.491, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8719, number_of_instances: 48842, precision: 0.8672, predictive_accuracy: 0.8719, prior_entropy: 0.7938, relative_absolute_error: 0.4874, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.6999, unweighted_recall: 0.7949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8693, kappa: 0.6313, kb_relative_information_score: 0.4948, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8734, number_of_instances: 48842, precision: 0.8689, predictive_accuracy: 0.8734, prior_entropy: 0.7938, relative_absolute_error: 0.4838, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.6973, unweighted_recall: 0.7978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8671, kappa: 0.6253, kb_relative_information_score: 0.493, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8711, number_of_instances: 48842, precision: 0.8665, predictive_accuracy: 0.8711, prior_entropy: 0.7938, relative_absolute_error: 0.4842, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.703, unweighted_recall: 0.7953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8679, kappa: 0.6268, kb_relative_information_score: 0.4931, mean_absolute_error: 0.1767, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8724, number_of_instances: 48842, precision: 0.8678, predictive_accuracy: 0.8724, prior_entropy: 0.7938, relative_absolute_error: 0.4854, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.6994, unweighted_recall: 0.7942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8634, kappa: 0.613, kb_relative_information_score: 0.4694, mean_absolute_error: 0.1863, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8686, number_of_instances: 48842, precision: 0.8634, predictive_accuracy: 0.8686, prior_entropy: 0.7938, relative_absolute_error: 0.5118, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3022, root_relative_squared_error: 0.7082, unweighted_recall: 0.7859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.8673, kappa: 0.6262, kb_relative_information_score: 0.4894, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8712, number_of_instances: 48842, precision: 0.8666, predictive_accuracy: 0.8712, prior_entropy: 0.7938, relative_absolute_error: 0.4879, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.7025, unweighted_recall: 0.7964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8673, kappa: 0.6256, kb_relative_information_score: 0.4951, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8714, number_of_instances: 48842, precision: 0.8667, predictive_accuracy: 0.8714, prior_entropy: 0.7938, relative_absolute_error: 0.4825, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.298, root_relative_squared_error: 0.6984, unweighted_recall: 0.7952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.8667, kappa: 0.6244, kb_relative_information_score: 0.4854, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8707, number_of_instances: 48842, precision: 0.866, predictive_accuracy: 0.8707, prior_entropy: 0.7938, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.7044, unweighted_recall: 0.7953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.867, kappa: 0.6236, kb_relative_information_score: 0.4858, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8719, number_of_instances: 48842, precision: 0.8671, predictive_accuracy: 0.8719, prior_entropy: 0.7938, relative_absolute_error: 0.4957, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.7004, unweighted_recall: 0.7915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.8627, kappa: 0.6124, kb_relative_information_score: 0.4769, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8672, number_of_instances: 48842, precision: 0.8621, predictive_accuracy: 0.8672, prior_entropy: 0.7938, relative_absolute_error: 0.501, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.7108, unweighted_recall: 0.7881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8675, kappa: 0.6266, kb_relative_information_score: 0.4916, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8714, number_of_instances: 48842, precision: 0.8669, predictive_accuracy: 0.8714, prior_entropy: 0.7938, relative_absolute_error: 0.486, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.6994, unweighted_recall: 0.7962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8669, kappa: 0.6249, kb_relative_information_score: 0.4893, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.3641, weighted_recall: 0.871, number_of_instances: 48842, precision: 0.8663, predictive_accuracy: 0.871, prior_entropy: 0.7938, relative_absolute_error: 0.4893, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2992, root_relative_squared_error: 0.7013, unweighted_recall: 0.7953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.8684, kappa: 0.6288, kb_relative_information_score: 0.4891, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8725, number_of_instances: 48842, precision: 0.8679, predictive_accuracy: 0.8725, prior_entropy: 0.7938, relative_absolute_error: 0.4901, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2983, root_relative_squared_error: 0.6991, unweighted_recall: 0.7966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.8612, kappa: 0.6082, kb_relative_information_score: 0.4722, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8658, number_of_instances: 48842, precision: 0.8606, predictive_accuracy: 0.8658, prior_entropy: 0.7938, relative_absolute_error: 0.5052, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3058, root_relative_squared_error: 0.7169, unweighted_recall: 0.7861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8571, kappa: 0.5917, kb_relative_information_score: 0.4388, mean_absolute_error: 0.1988, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8644, number_of_instances: 48842, precision: 0.859, predictive_accuracy: 0.8644, prior_entropy: 0.7938, relative_absolute_error: 0.5461, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.7191, unweighted_recall: 0.7698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8665, kappa: 0.6238, kb_relative_information_score: 0.4954, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8705, number_of_instances: 48842, precision: 0.8659, predictive_accuracy: 0.8705, prior_entropy: 0.7938, relative_absolute_error: 0.481, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.7014, unweighted_recall: 0.7949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8662, kappa: 0.6217, kb_relative_information_score: 0.4806, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8709, number_of_instances: 48842, precision: 0.8661, predictive_accuracy: 0.8709, prior_entropy: 0.7938, relative_absolute_error: 0.4999, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3, root_relative_squared_error: 0.7032, unweighted_recall: 0.7914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8664, kappa: 0.6239, kb_relative_information_score: 0.4902, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8702, number_of_instances: 48842, precision: 0.8656, predictive_accuracy: 0.8702, prior_entropy: 0.7938, relative_absolute_error: 0.4851, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3015, root_relative_squared_error: 0.7066, unweighted_recall: 0.7958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.8585, kappa: 0.5968, kb_relative_information_score: 0.449, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.3641, weighted_recall: 0.865, number_of_instances: 48842, precision: 0.8595, predictive_accuracy: 0.865, prior_entropy: 0.7938, relative_absolute_error: 0.5339, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3059, root_relative_squared_error: 0.717, unweighted_recall: 0.7744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8655, kappa: 0.6208, kb_relative_information_score: 0.4898, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8696, number_of_instances: 48842, precision: 0.8649, predictive_accuracy: 0.8696, prior_entropy: 0.7938, relative_absolute_error: 0.4874, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.7036, unweighted_recall: 0.7931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.8637, kappa: 0.6138, kb_relative_information_score: 0.4759, mean_absolute_error: 0.184, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8689, number_of_instances: 48842, precision: 0.8638, predictive_accuracy: 0.8689, prior_entropy: 0.7938, relative_absolute_error: 0.5055, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.7054, unweighted_recall: 0.7862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9209, f_measure: 0.8604, kappa: 0.6039, kb_relative_information_score: 0.462, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8661, number_of_instances: 48842, precision: 0.8607, predictive_accuracy: 0.8661, prior_entropy: 0.7938, relative_absolute_error: 0.5193, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.304, root_relative_squared_error: 0.7125, unweighted_recall: 0.7803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.8653, kappa: 0.6206, kb_relative_information_score: 0.4893, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8694, number_of_instances: 48842, precision: 0.8647, predictive_accuracy: 0.8694, prior_entropy: 0.7938, relative_absolute_error: 0.4863, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.7047, unweighted_recall: 0.7934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.8654, kappa: 0.6207, kb_relative_information_score: 0.4949, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8694, number_of_instances: 48842, precision: 0.8646, predictive_accuracy: 0.8694, prior_entropy: 0.7938, relative_absolute_error: 0.4811, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.7045, unweighted_recall: 0.7937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.8651, kappa: 0.6178, kb_relative_information_score: 0.4743, mean_absolute_error: 0.1847, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8701, number_of_instances: 48842, precision: 0.8651, predictive_accuracy: 0.8701, prior_entropy: 0.7938, relative_absolute_error: 0.5073, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.705, unweighted_recall: 0.7884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.8664, kappa: 0.6241, kb_relative_information_score: 0.4892, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8702, number_of_instances: 48842, precision: 0.8656, predictive_accuracy: 0.8702, prior_entropy: 0.7938, relative_absolute_error: 0.487, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.7057, unweighted_recall: 0.7961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.869, kappa: 0.6306, kb_relative_information_score: 0.4941, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8732, number_of_instances: 48842, precision: 0.8686, predictive_accuracy: 0.8732, prior_entropy: 0.7938, relative_absolute_error: 0.4845, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.297, root_relative_squared_error: 0.6962, unweighted_recall: 0.7973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8676, kappa: 0.626, kb_relative_information_score: 0.4896, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8722, number_of_instances: 48842, precision: 0.8674, predictive_accuracy: 0.8722, prior_entropy: 0.7938, relative_absolute_error: 0.4897, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7006, unweighted_recall: 0.7939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.864, kappa: 0.6153, kb_relative_information_score: 0.4739, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8688, number_of_instances: 48842, precision: 0.8637, predictive_accuracy: 0.8688, prior_entropy: 0.7938, relative_absolute_error: 0.5049, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.7115, unweighted_recall: 0.7883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.86, kappa: 0.6018, kb_relative_information_score: 0.456, mean_absolute_error: 0.1917, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8661, number_of_instances: 48842, precision: 0.8607, predictive_accuracy: 0.8661, prior_entropy: 0.7938, relative_absolute_error: 0.5267, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3044, root_relative_squared_error: 0.7136, unweighted_recall: 0.7779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8691, kappa: 0.6312, kb_relative_information_score: 0.497, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.3641, weighted_recall: 0.873, number_of_instances: 48842, precision: 0.8685, predictive_accuracy: 0.873, prior_entropy: 0.7938, relative_absolute_error: 0.4811, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2974, root_relative_squared_error: 0.6971, unweighted_recall: 0.7986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8696, kappa: 0.6323, kb_relative_information_score: 0.4948, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8738, number_of_instances: 48842, precision: 0.8693, predictive_accuracy: 0.8738, prior_entropy: 0.7938, relative_absolute_error: 0.4843, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.297, root_relative_squared_error: 0.6961, unweighted_recall: 0.7982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8633, kappa: 0.6122, kb_relative_information_score: 0.4658, mean_absolute_error: 0.188, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8688, number_of_instances: 48842, precision: 0.8637, predictive_accuracy: 0.8688, prior_entropy: 0.7938, relative_absolute_error: 0.5165, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3023, root_relative_squared_error: 0.7085, unweighted_recall: 0.7845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8675, kappa: 0.6257, kb_relative_information_score: 0.4917, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8719, number_of_instances: 48842, precision: 0.8671, predictive_accuracy: 0.8719, prior_entropy: 0.7938, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.6988, unweighted_recall: 0.7942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.865, kappa: 0.6194, kb_relative_information_score: 0.4875, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8691, number_of_instances: 48842, precision: 0.8643, predictive_accuracy: 0.8691, prior_entropy: 0.7938, relative_absolute_error: 0.4888, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.7073, unweighted_recall: 0.7925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8648, kappa: 0.6169, kb_relative_information_score: 0.4726, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8699, number_of_instances: 48842, precision: 0.8649, predictive_accuracy: 0.8699, prior_entropy: 0.7938, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.7056, unweighted_recall: 0.7878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.8668, kappa: 0.6242, kb_relative_information_score: 0.4888, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.3641, weighted_recall: 0.871, number_of_instances: 48842, precision: 0.8663, predictive_accuracy: 0.871, prior_entropy: 0.7938, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.7014, unweighted_recall: 0.7943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.8646, kappa: 0.6161, kb_relative_information_score: 0.4769, mean_absolute_error: 0.184, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8699, number_of_instances: 48842, precision: 0.8649, predictive_accuracy: 0.8699, prior_entropy: 0.7938, relative_absolute_error: 0.5053, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.7036, unweighted_recall: 0.7868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.8503, kappa: 0.5695, kb_relative_information_score: 0.4076, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8598, number_of_instances: 48842, precision: 0.8545, predictive_accuracy: 0.8598, prior_entropy: 0.7938, relative_absolute_error: 0.5822, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3125, root_relative_squared_error: 0.7324, unweighted_recall: 0.7547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.866, kappa: 0.622, kb_relative_information_score: 0.487, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8702, number_of_instances: 48842, precision: 0.8654, predictive_accuracy: 0.8702, prior_entropy: 0.7938, relative_absolute_error: 0.4903, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.705, unweighted_recall: 0.7934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8674, kappa: 0.6253, kb_relative_information_score: 0.4853, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.3641, weighted_recall: 0.872, number_of_instances: 48842, precision: 0.8672, predictive_accuracy: 0.872, prior_entropy: 0.7938, relative_absolute_error: 0.4946, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.7003, unweighted_recall: 0.7935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8664, kappa: 0.6229, kb_relative_information_score: 0.4887, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8707, number_of_instances: 48842, precision: 0.8659, predictive_accuracy: 0.8707, prior_entropy: 0.7938, relative_absolute_error: 0.4901, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.299, root_relative_squared_error: 0.7008, unweighted_recall: 0.7934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.8487, kappa: 0.5643, kb_relative_information_score: 0.4018, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8586, number_of_instances: 48842, precision: 0.8532, predictive_accuracy: 0.8586, prior_entropy: 0.7938, relative_absolute_error: 0.5895, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3137, root_relative_squared_error: 0.7353, unweighted_recall: 0.7516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8679, kappa: 0.6279, kb_relative_information_score: 0.494, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8718, number_of_instances: 48842, precision: 0.8672, predictive_accuracy: 0.8718, prior_entropy: 0.7938, relative_absolute_error: 0.4834, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2985, root_relative_squared_error: 0.6996, unweighted_recall: 0.7972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.8688, kappa: 0.6303, kb_relative_information_score: 0.4957, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8728, number_of_instances: 48842, precision: 0.8683, predictive_accuracy: 0.8728, prior_entropy: 0.7938, relative_absolute_error: 0.482, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.2978, root_relative_squared_error: 0.6979, unweighted_recall: 0.7978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8545, kappa: 0.5831, kb_relative_information_score: 0.4277, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8627, number_of_instances: 48842, precision: 0.8572, predictive_accuracy: 0.8627, prior_entropy: 0.7938, relative_absolute_error: 0.5589, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3088, root_relative_squared_error: 0.7238, unweighted_recall: 0.7638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.8632, kappa: 0.6111, kb_relative_information_score: 0.4664, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.3641, weighted_recall: 0.869, number_of_instances: 48842, precision: 0.8638, predictive_accuracy: 0.869, prior_entropy: 0.7938, relative_absolute_error: 0.5169, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.302, root_relative_squared_error: 0.7078, unweighted_recall: 0.7828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.8315, kappa: 0.5327, kb_relative_information_score: 0.3909, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8332, number_of_instances: 48842, precision: 0.8302, predictive_accuracy: 0.8332, prior_entropy: 0.7938, relative_absolute_error: 0.5633, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.8004, unweighted_recall: 0.7611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.8372, kappa: 0.5444, kb_relative_information_score: 0.4032, mean_absolute_error: 0.2016, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8406, number_of_instances: 48842, precision: 0.8353, predictive_accuracy: 0.8406, prior_entropy: 0.7938, relative_absolute_error: 0.5539, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.7821, unweighted_recall: 0.7615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.8432, kappa: 0.5592, kb_relative_information_score: 0.4253, mean_absolute_error: 0.1948, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8473, number_of_instances: 48842, precision: 0.8415, predictive_accuracy: 0.8473, prior_entropy: 0.7938, relative_absolute_error: 0.5351, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.7645, unweighted_recall: 0.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, f_measure: 0.8472, kappa: 0.5717, kb_relative_information_score: 0.4461, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8507, number_of_instances: 48842, precision: 0.8456, predictive_accuracy: 0.8507, prior_entropy: 0.7938, relative_absolute_error: 0.5114, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.7591, unweighted_recall: 0.7737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.846, kappa: 0.5679, kb_relative_information_score: 0.4425, mean_absolute_error: 0.1877, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8497, number_of_instances: 48842, precision: 0.8444, predictive_accuracy: 0.8497, prior_entropy: 0.7938, relative_absolute_error: 0.5155, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7597, unweighted_recall: 0.7712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.8435, kappa: 0.5624, kb_relative_information_score: 0.445, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8465, number_of_instances: 48842, precision: 0.8418, predictive_accuracy: 0.8465, prior_entropy: 0.7938, relative_absolute_error: 0.5076, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.7731, unweighted_recall: 0.7709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.848, kappa: 0.5729, kb_relative_information_score: 0.4463, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.3641, weighted_recall: 0.852, number_of_instances: 48842, precision: 0.8465, predictive_accuracy: 0.852, prior_entropy: 0.7938, relative_absolute_error: 0.5134, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3211, root_relative_squared_error: 0.7525, unweighted_recall: 0.7727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.8331, kappa: 0.5285, kb_relative_information_score: 0.3691, mean_absolute_error: 0.2165, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8387, number_of_instances: 48842, precision: 0.8313, predictive_accuracy: 0.8387, prior_entropy: 0.7938, relative_absolute_error: 0.5947, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.7861, unweighted_recall: 0.7482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.8413, kappa: 0.5591, kb_relative_information_score: 0.444, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8433, number_of_instances: 48842, precision: 0.8399, predictive_accuracy: 0.8433, prior_entropy: 0.7938, relative_absolute_error: 0.5075, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.7783, unweighted_recall: 0.7729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8681, f_measure: 0.8368, kappa: 0.5488, kb_relative_information_score: 0.4434, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8379, number_of_instances: 48842, precision: 0.8359, predictive_accuracy: 0.8379, prior_entropy: 0.7938, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.7962, unweighted_recall: 0.7708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.8463, kappa: 0.5685, kb_relative_information_score: 0.4392, mean_absolute_error: 0.1893, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8503, number_of_instances: 48842, precision: 0.8448, predictive_accuracy: 0.8503, prior_entropy: 0.7938, relative_absolute_error: 0.5199, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.7568, unweighted_recall: 0.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8818, f_measure: 0.8361, kappa: 0.5394, kb_relative_information_score: 0.3867, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8405, number_of_instances: 48842, precision: 0.8342, predictive_accuracy: 0.8405, prior_entropy: 0.7938, relative_absolute_error: 0.575, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.7808, unweighted_recall: 0.7565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8752, f_measure: 0.8374, kappa: 0.5472, kb_relative_information_score: 0.4086, mean_absolute_error: 0.1986, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8397, number_of_instances: 48842, precision: 0.8358, predictive_accuracy: 0.8397, prior_entropy: 0.7938, relative_absolute_error: 0.5456, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3358, root_relative_squared_error: 0.7872, unweighted_recall: 0.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.8433, kappa: 0.5627, kb_relative_information_score: 0.445, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.3641, weighted_recall: 0.846, number_of_instances: 48842, precision: 0.8417, predictive_accuracy: 0.846, prior_entropy: 0.7938, relative_absolute_error: 0.5078, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.7698, unweighted_recall: 0.7722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8418, f_measure: 0.8308, kappa: 0.5352, kb_relative_information_score: 0.4342, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8307, number_of_instances: 48842, precision: 0.8308, predictive_accuracy: 0.8307, prior_entropy: 0.7938, relative_absolute_error: 0.5039, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3562, root_relative_squared_error: 0.835, unweighted_recall: 0.7677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8189, f_measure: 0.8219, kappa: 0.5137, kb_relative_information_score: 0.417, mean_absolute_error: 0.1895, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8209, number_of_instances: 48842, precision: 0.8231, predictive_accuracy: 0.8209, prior_entropy: 0.7938, relative_absolute_error: 0.5204, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3743, root_relative_squared_error: 0.8772, unweighted_recall: 0.7599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8437, kappa: 0.561, kb_relative_information_score: 0.4073, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8478, number_of_instances: 48842, precision: 0.8421, predictive_accuracy: 0.8478, prior_entropy: 0.7938, relative_absolute_error: 0.5578, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.326, root_relative_squared_error: 0.7641, unweighted_recall: 0.7672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8907, f_measure: 0.8465, kappa: 0.5698, kb_relative_information_score: 0.4471, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.3641, weighted_recall: 0.85, number_of_instances: 48842, precision: 0.8449, predictive_accuracy: 0.85, prior_entropy: 0.7938, relative_absolute_error: 0.5091, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7603, unweighted_recall: 0.7728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.8483, kappa: 0.5745, kb_relative_information_score: 0.4411, mean_absolute_error: 0.1887, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8519, number_of_instances: 48842, precision: 0.8467, predictive_accuracy: 0.8519, prior_entropy: 0.7938, relative_absolute_error: 0.5183, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.7553, unweighted_recall: 0.7747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.8294, kappa: 0.5302, kb_relative_information_score: 0.4046, mean_absolute_error: 0.1969, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8299, number_of_instances: 48842, precision: 0.829, predictive_accuracy: 0.8299, prior_entropy: 0.7938, relative_absolute_error: 0.5409, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3488, root_relative_squared_error: 0.8175, unweighted_recall: 0.7637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.8411, kappa: 0.5528, kb_relative_information_score: 0.3966, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8457, number_of_instances: 48842, precision: 0.8395, predictive_accuracy: 0.8457, prior_entropy: 0.7938, relative_absolute_error: 0.5691, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.328, root_relative_squared_error: 0.7688, unweighted_recall: 0.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.848, kappa: 0.5732, kb_relative_information_score: 0.443, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8518, number_of_instances: 48842, precision: 0.8465, predictive_accuracy: 0.8518, prior_entropy: 0.7938, relative_absolute_error: 0.517, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.755, unweighted_recall: 0.7733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.8394, kappa: 0.5537, kb_relative_information_score: 0.447, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8413, number_of_instances: 48842, precision: 0.838, predictive_accuracy: 0.8413, prior_entropy: 0.7938, relative_absolute_error: 0.5011, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.7904, unweighted_recall: 0.7704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.8437, kappa: 0.5589, kb_relative_information_score: 0.4149, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8487, number_of_instances: 48842, precision: 0.8423, predictive_accuracy: 0.8487, prior_entropy: 0.7938, relative_absolute_error: 0.5496, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.325, root_relative_squared_error: 0.7618, unweighted_recall: 0.7633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8859, f_measure: 0.8355, kappa: 0.5343, kb_relative_information_score: 0.3784, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8416, number_of_instances: 48842, precision: 0.834, predictive_accuracy: 0.8416, prior_entropy: 0.7938, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.331, root_relative_squared_error: 0.7759, unweighted_recall: 0.7496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.8416, kappa: 0.5568, kb_relative_information_score: 0.4423, mean_absolute_error: 0.1861, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8449, number_of_instances: 48842, precision: 0.8399, predictive_accuracy: 0.8449, prior_entropy: 0.7938, relative_absolute_error: 0.5112, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.7728, unweighted_recall: 0.7676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.8316, kappa: 0.5267, kb_relative_information_score: 0.3688, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.3641, weighted_recall: 0.836, number_of_instances: 48842, precision: 0.8295, predictive_accuracy: 0.836, prior_entropy: 0.7938, relative_absolute_error: 0.5901, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.338, root_relative_squared_error: 0.7921, unweighted_recall: 0.7506,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.8389, kappa: 0.5549, kb_relative_information_score: 0.441, mean_absolute_error: 0.1845, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8398, number_of_instances: 48842, precision: 0.8381, predictive_accuracy: 0.8398, prior_entropy: 0.7938, relative_absolute_error: 0.5067, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3417, root_relative_squared_error: 0.8008, unweighted_recall: 0.7744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8305, kappa: 0.5205, kb_relative_information_score: 0.3606, mean_absolute_error: 0.2194, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8366, number_of_instances: 48842, precision: 0.8288, predictive_accuracy: 0.8366, prior_entropy: 0.7938, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.7915, unweighted_recall: 0.7436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.8318, kappa: 0.5355, kb_relative_information_score: 0.4166, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8327, number_of_instances: 48842, precision: 0.831, predictive_accuracy: 0.8327, prior_entropy: 0.7938, relative_absolute_error: 0.5309, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.8113, unweighted_recall: 0.7649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, f_measure: 0.8321, kappa: 0.538, kb_relative_information_score: 0.443, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8324, number_of_instances: 48842, precision: 0.8318, predictive_accuracy: 0.8324, prior_entropy: 0.7938, relative_absolute_error: 0.4967, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3483, root_relative_squared_error: 0.8165, unweighted_recall: 0.7681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.879, f_measure: 0.8286, kappa: 0.5161, kb_relative_information_score: 0.3499, mean_absolute_error: 0.2245, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8343, number_of_instances: 48842, precision: 0.8266, predictive_accuracy: 0.8343, prior_entropy: 0.7938, relative_absolute_error: 0.6167, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3384, root_relative_squared_error: 0.7932, unweighted_recall: 0.7427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.8409, kappa: 0.5574, kb_relative_information_score: 0.4441, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.3641, weighted_recall: 0.843, number_of_instances: 48842, precision: 0.8394, predictive_accuracy: 0.843, prior_entropy: 0.7938, relative_absolute_error: 0.5062, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.333, root_relative_squared_error: 0.7806, unweighted_recall: 0.7716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.8394, kappa: 0.5533, kb_relative_information_score: 0.4436, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8416, number_of_instances: 48842, precision: 0.8379, predictive_accuracy: 0.8416, prior_entropy: 0.7938, relative_absolute_error: 0.5065, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.7826, unweighted_recall: 0.7694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.8423, kappa: 0.559, kb_relative_information_score: 0.4422, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8454, number_of_instances: 48842, precision: 0.8406, predictive_accuracy: 0.8454, prior_entropy: 0.7938, relative_absolute_error: 0.5101, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.7729, unweighted_recall: 0.7692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8812, f_measure: 0.8419, kappa: 0.5583, kb_relative_information_score: 0.4427, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8448, number_of_instances: 48842, precision: 0.8402, predictive_accuracy: 0.8448, prior_entropy: 0.7938, relative_absolute_error: 0.5091, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3301, root_relative_squared_error: 0.7738, unweighted_recall: 0.7695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.8435, kappa: 0.5607, kb_relative_information_score: 0.4088, mean_absolute_error: 0.2017, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8475, number_of_instances: 48842, precision: 0.8419, predictive_accuracy: 0.8475, prior_entropy: 0.7938, relative_absolute_error: 0.554, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.7667, unweighted_recall: 0.7674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.847, kappa: 0.5708, kb_relative_information_score: 0.4389, mean_absolute_error: 0.1895, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8506, number_of_instances: 48842, precision: 0.8454, predictive_accuracy: 0.8506, prior_entropy: 0.7938, relative_absolute_error: 0.5206, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.7582, unweighted_recall: 0.7728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8362, f_measure: 0.8277, kappa: 0.529, kb_relative_information_score: 0.4329, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.3641, weighted_recall: 0.827, number_of_instances: 48842, precision: 0.8286, predictive_accuracy: 0.827, prior_entropy: 0.7938, relative_absolute_error: 0.5039, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.845, unweighted_recall: 0.7668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.8377, kappa: 0.5426, kb_relative_information_score: 0.3919, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8425, number_of_instances: 48842, precision: 0.8359, predictive_accuracy: 0.8425, prior_entropy: 0.7938, relative_absolute_error: 0.5716, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7734, unweighted_recall: 0.7566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.8248, kappa: 0.5034, kb_relative_information_score: 0.342, mean_absolute_error: 0.2265, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8315, number_of_instances: 48842, precision: 0.8229, predictive_accuracy: 0.8315, prior_entropy: 0.7938, relative_absolute_error: 0.6221, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.7973, unweighted_recall: 0.7345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.8459, kappa: 0.5676, kb_relative_information_score: 0.4192, mean_absolute_error: 0.1987, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8498, number_of_instances: 48842, precision: 0.8443, predictive_accuracy: 0.8498, prior_entropy: 0.7938, relative_absolute_error: 0.5458, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7596, unweighted_recall: 0.7708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8495, f_measure: 0.8309, kappa: 0.535, kb_relative_information_score: 0.44, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.3641, weighted_recall: 0.831, number_of_instances: 48842, precision: 0.8307, predictive_accuracy: 0.831, prior_entropy: 0.7938, relative_absolute_error: 0.5013, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.352, root_relative_squared_error: 0.8251, unweighted_recall: 0.7671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.846, kappa: 0.5665, kb_relative_information_score: 0.4298, mean_absolute_error: 0.1938, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8504, number_of_instances: 48842, precision: 0.8445, predictive_accuracy: 0.8504, prior_entropy: 0.7938, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.7569, unweighted_recall: 0.7684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.879, f_measure: 0.8312, kappa: 0.5221, kb_relative_information_score: 0.3654, mean_absolute_error: 0.2181, mean_prior_absolute_error: 0.3641, weighted_recall: 0.8375, number_of_instances: 48842, precision: 0.8296, predictive_accuracy: 0.8375, prior_entropy: 0.7938, relative_absolute_error: 0.5991, root_mean_prior_squared_error: 0.4266, root_mean_squared_error: 0.3362, root_relative_squared_error: 0.7879, unweighted_recall: 0.7438,

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

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From your own software

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

OpenML APIs