Task
Supervised Classification on optdigits

Supervised Classification on optdigits

Task 28 Supervised Classification optdigits 22926 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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22926 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9842, kappa: 0.9824, kb_relative_information_score: 0.9514, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, weighted_recall: 0.9842, number_of_instances: 5620, precision: 0.9842, predictive_accuracy: 0.9842, prior_entropy: 3.3218, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0625, root_relative_squared_error: 0.2084, unweighted_recall: 0.9841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9685, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.18, weighted_recall: 0.9831, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, relative_absolute_error: 0.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.1877, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9842, kappa: 0.9824, kb_relative_information_score: 0.9514, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, weighted_recall: 0.9842, number_of_instances: 5620, precision: 0.9842, predictive_accuracy: 0.9842, prior_entropy: 3.3218, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0625, root_relative_squared_error: 0.2084, unweighted_recall: 0.9841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9833, kappa: 0.9814, kb_relative_information_score: 0.9685, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.18, weighted_recall: 0.9833, number_of_instances: 5620, precision: 0.9833, predictive_accuracy: 0.9833, prior_entropy: 3.3218, relative_absolute_error: 0.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.1877, unweighted_recall: 0.9833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9842, kappa: 0.9824, kb_relative_information_score: 0.9514, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, weighted_recall: 0.9842, number_of_instances: 5620, precision: 0.9842, predictive_accuracy: 0.9842, prior_entropy: 3.3218, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0625, root_relative_squared_error: 0.2084, unweighted_recall: 0.9841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9829, kappa: 0.981, kb_relative_information_score: 0.9685, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.18, weighted_recall: 0.9829, number_of_instances: 5620, precision: 0.9829, predictive_accuracy: 0.9829, prior_entropy: 3.3218, relative_absolute_error: 0.0555, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0565, root_relative_squared_error: 0.1884, unweighted_recall: 0.9829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9831, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1759, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9834, kappa: 0.9816, kb_relative_information_score: 0.9836, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, weighted_recall: 0.9835, number_of_instances: 5620, precision: 0.9835, predictive_accuracy: 0.9835, prior_entropy: 3.3218, relative_absolute_error: 0.0208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.1736, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9842, kappa: 0.9824, kb_relative_information_score: 0.9837, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, weighted_recall: 0.9842, number_of_instances: 5620, precision: 0.9842, predictive_accuracy: 0.9842, prior_entropy: 3.3218, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0517, root_relative_squared_error: 0.1723, unweighted_recall: 0.9842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9824, kappa: 0.9804, kb_relative_information_score: 0.9825, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9824, number_of_instances: 5620, precision: 0.9825, predictive_accuracy: 0.9824, prior_entropy: 3.3218, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1786, unweighted_recall: 0.9824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9824, kappa: 0.9804, kb_relative_information_score: 0.9825, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9824, number_of_instances: 5620, precision: 0.9825, predictive_accuracy: 0.9824, prior_entropy: 3.3218, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1786, unweighted_recall: 0.9824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9838, kappa: 0.982, kb_relative_information_score: 0.9834, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, weighted_recall: 0.9838, number_of_instances: 5620, precision: 0.9839, predictive_accuracy: 0.9838, prior_entropy: 3.3218, relative_absolute_error: 0.0209, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.1737, unweighted_recall: 0.9838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9838, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, weighted_recall: 0.984, number_of_instances: 5620, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 3.3218, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0515, root_relative_squared_error: 0.1715, unweighted_recall: 0.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9831, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1759, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9824, kappa: 0.9804, kb_relative_information_score: 0.9825, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9824, number_of_instances: 5620, precision: 0.9825, predictive_accuracy: 0.9824, prior_entropy: 3.3218, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1786, unweighted_recall: 0.9824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9829, kappa: 0.981, kb_relative_information_score: 0.9833, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, weighted_recall: 0.9829, number_of_instances: 5620, precision: 0.983, predictive_accuracy: 0.9829, prior_entropy: 3.3218, relative_absolute_error: 0.021, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0523, root_relative_squared_error: 0.1743, unweighted_recall: 0.9829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9835, kappa: 0.9816, kb_relative_information_score: 0.9833, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, weighted_recall: 0.9835, number_of_instances: 5620, precision: 0.9835, predictive_accuracy: 0.9835, prior_entropy: 3.3218, relative_absolute_error: 0.0207, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0524, root_relative_squared_error: 0.1745, unweighted_recall: 0.9835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9831, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1759, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9831, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1759, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9831, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1759, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, f_measure: 0.9061, kappa: 0.8956, kb_relative_information_score: 0.9018, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, weighted_recall: 0.906, number_of_instances: 5620, precision: 0.9064, predictive_accuracy: 0.906, prior_entropy: 3.3218, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.4569, unweighted_recall: 0.9061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9831, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1759, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9831, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1759, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9824, kappa: 0.9804, kb_relative_information_score: 0.983, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, weighted_recall: 0.9824, number_of_instances: 5620, precision: 0.9824, predictive_accuracy: 0.9824, prior_entropy: 3.3218, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.053, root_relative_squared_error: 0.1768, unweighted_recall: 0.9824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9834, kappa: 0.9816, kb_relative_information_score: 0.9836, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, weighted_recall: 0.9835, number_of_instances: 5620, precision: 0.9835, predictive_accuracy: 0.9835, prior_entropy: 3.3218, relative_absolute_error: 0.0208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.1736, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9824, kappa: 0.9804, kb_relative_information_score: 0.9825, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9824, number_of_instances: 5620, precision: 0.9825, predictive_accuracy: 0.9824, prior_entropy: 3.3218, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1786, unweighted_recall: 0.9824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 0.9626, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.18, weighted_recall: 0.976, number_of_instances: 5620, precision: 0.9761, predictive_accuracy: 0.976, prior_entropy: 3.3218, relative_absolute_error: 0.064, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.2096, unweighted_recall: 0.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9831, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1759, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9831, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1759, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9831, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, relative_absolute_error: 0.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1759, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9836, kappa: 0.9818, kb_relative_information_score: 0.9835, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, weighted_recall: 0.9836, number_of_instances: 5620, precision: 0.9837, predictive_accuracy: 0.9836, prior_entropy: 3.3218, relative_absolute_error: 0.0207, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0522, root_relative_squared_error: 0.1739, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9824, kappa: 0.9804, kb_relative_information_score: 0.9825, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, weighted_recall: 0.9824, number_of_instances: 5620, precision: 0.9825, predictive_accuracy: 0.9824, prior_entropy: 3.3218, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1786, unweighted_recall: 0.9824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9829, kappa: 0.981, kb_relative_information_score: 0.9833, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, weighted_recall: 0.9829, number_of_instances: 5620, precision: 0.983, predictive_accuracy: 0.9829, prior_entropy: 3.3218, relative_absolute_error: 0.021, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0523, root_relative_squared_error: 0.1743, unweighted_recall: 0.9829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9775, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, weighted_recall: 0.9865, number_of_instances: 5620, precision: 0.9866, predictive_accuracy: 0.9865, prior_entropy: 3.3218, relative_absolute_error: 0.0387, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0462, root_relative_squared_error: 0.1541, unweighted_recall: 0.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9883, kappa: 0.987, kb_relative_information_score: 0.9793, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9883, predictive_accuracy: 0.9883, prior_entropy: 3.3218, recall: 0.9883, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0443, root_relative_squared_error: 0.1477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9826, kappa: 0.9806, kb_relative_information_score: 0.9682, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9826, predictive_accuracy: 0.9826, prior_entropy: 3.3218, recall: 0.9826, relative_absolute_error: 0.0559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0569, root_relative_squared_error: 0.1897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.967, kappa: 0.9632, kb_relative_information_score: 0.9547, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9673, predictive_accuracy: 0.9669, prior_entropy: 3.3218, recall: 0.9669, relative_absolute_error: 0.0724, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0728, root_relative_squared_error: 0.2425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9895, kappa: 0.9883, kb_relative_information_score: 0.9796, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9895, predictive_accuracy: 0.9895, prior_entropy: 3.3218, recall: 0.9895, relative_absolute_error: 0.0365, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0439, root_relative_squared_error: 0.1465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.8926, kappa: 0.8715, kb_relative_information_score: 0.8044, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9237, predictive_accuracy: 0.8843, prior_entropy: 3.3218, recall: 0.8843, relative_absolute_error: 0.2607, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.4651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9771, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9867, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.0393, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0468, root_relative_squared_error: 0.1559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9476, kappa: 0.9417, kb_relative_information_score: 0.9338, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9478, predictive_accuracy: 0.9475, prior_entropy: 3.3218, recall: 0.9475, relative_absolute_error: 0.106, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.2969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9698, kappa: 0.9664, kb_relative_information_score: 0.9574, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.97, predictive_accuracy: 0.9698, prior_entropy: 3.3218, recall: 0.9698, relative_absolute_error: 0.0692, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0702, root_relative_squared_error: 0.2341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9846, kappa: 0.9828, kb_relative_information_score: 0.9732, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9849, predictive_accuracy: 0.9845, prior_entropy: 3.3218, recall: 0.9845, relative_absolute_error: 0.0441, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0512, root_relative_squared_error: 0.1707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9134, kappa: 0.9035, kb_relative_information_score: 0.8946, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9167, predictive_accuracy: 0.9132, prior_entropy: 3.3218, recall: 0.9132, relative_absolute_error: 0.1643, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9817, kappa: 0.9796, kb_relative_information_score: 0.9671, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9817, predictive_accuracy: 0.9817, prior_entropy: 3.3218, recall: 0.9817, relative_absolute_error: 0.0566, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9819, kappa: 0.9798, kb_relative_information_score: 0.9704, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9819, predictive_accuracy: 0.9819, prior_entropy: 3.3218, recall: 0.9819, relative_absolute_error: 0.0507, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.1877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9835, kappa: 0.9816, kb_relative_information_score: 0.9703, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9835, predictive_accuracy: 0.9835, prior_entropy: 3.3218, recall: 0.9835, relative_absolute_error: 0.0526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0551, root_relative_squared_error: 0.1835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9518, kappa: 0.9433, kb_relative_information_score: 0.9071, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9606, predictive_accuracy: 0.9489, prior_entropy: 3.3218, recall: 0.9489, relative_absolute_error: 0.1286, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.97, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 3.3218, recall: 0.984, relative_absolute_error: 0.0531, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0554, root_relative_squared_error: 0.1847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6356, kappa: 0.1452, kb_relative_information_score: 0.0321, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.2301, prior_entropy: 3.3218, recall: 0.2301, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2978, root_relative_squared_error: 0.9927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.8245, kappa: 0.8017, kb_relative_information_score: 0.7482, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8326, predictive_accuracy: 0.8215, prior_entropy: 3.3218, recall: 0.8215, relative_absolute_error: 0.4002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.5676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9829, kappa: 0.981, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9829, predictive_accuracy: 0.9829, prior_entropy: 3.3218, recall: 0.9829, relative_absolute_error: 0.0562, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.057, root_relative_squared_error: 0.1898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9835, kappa: 0.9816, kb_relative_information_score: 0.9683, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9835, predictive_accuracy: 0.9835, prior_entropy: 3.3218, recall: 0.9835, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0567, root_relative_squared_error: 0.1889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9875, kappa: 0.9862, kb_relative_information_score: 0.9785, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9876, predictive_accuracy: 0.9875, prior_entropy: 3.3218, recall: 0.9875, relative_absolute_error: 0.0387, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0466, root_relative_squared_error: 0.1553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9888, kappa: 0.9875, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9888, predictive_accuracy: 0.9888, prior_entropy: 3.3218, recall: 0.9888, relative_absolute_error: 0.0407, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0463, root_relative_squared_error: 0.1543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9849, kappa: 0.9832, kb_relative_information_score: 0.9746, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9849, predictive_accuracy: 0.9849, prior_entropy: 3.3218, recall: 0.9849, relative_absolute_error: 0.0441, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0511, root_relative_squared_error: 0.1704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4885, kb_relative_information_score: 0.0001, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1018, prior_entropy: 3.3218, recall: 0.1018, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9808, kappa: 0.9786, kb_relative_information_score: 0.9692, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9808, predictive_accuracy: 0.9808, prior_entropy: 3.3218, recall: 0.9808, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.057, root_relative_squared_error: 0.1901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9888, kappa: 0.9875, kb_relative_information_score: 0.9784, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9888, predictive_accuracy: 0.9888, prior_entropy: 3.3218, recall: 0.9888, relative_absolute_error: 0.0384, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0458, root_relative_squared_error: 0.1528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9734, kappa: 0.9703, kb_relative_information_score: 0.958, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9735, predictive_accuracy: 0.9733, prior_entropy: 3.3218, recall: 0.9733, relative_absolute_error: 0.0714, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.2263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9326, kappa: 0.9229, kb_relative_information_score: 0.8297, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9385, predictive_accuracy: 0.9306, prior_entropy: 3.3218, recall: 0.9306, relative_absolute_error: 0.2686, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.4559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9381, f_measure: 0.6393, kappa: 0.5806, kb_relative_information_score: 0.2345, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8288, predictive_accuracy: 0.6226, prior_entropy: 3.3218, recall: 0.6226, relative_absolute_error: 0.8691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.9105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9881, kappa: 0.9868, kb_relative_information_score: 0.9791, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9881, predictive_accuracy: 0.9881, prior_entropy: 3.3218, recall: 0.9881, relative_absolute_error: 0.0369, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0446, root_relative_squared_error: 0.1485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4532, kappa: 0.0147, kb_relative_information_score: 0.0015, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1149, prior_entropy: 3.3218, recall: 0.1149, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.9997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9908, kappa: 0.9897, kb_relative_information_score: 0.9829, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9908, predictive_accuracy: 0.9907, prior_entropy: 3.3218, recall: 0.9907, relative_absolute_error: 0.0316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0395, root_relative_squared_error: 0.1316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.3739, kappa: 0.3036, kb_relative_information_score: 0.2326, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.3983, predictive_accuracy: 0.3733, prior_entropy: 3.3218, recall: 0.3733, relative_absolute_error: 0.9152, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2816, root_relative_squared_error: 0.9385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5891, kappa: 0.049, kb_relative_information_score: 0.0109, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1457, prior_entropy: 3.3218, recall: 0.1457, relative_absolute_error: 0.9961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2991, root_relative_squared_error: 0.9968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9925, kappa: 0.9917, kb_relative_information_score: 0.985, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9926, predictive_accuracy: 0.9925, prior_entropy: 3.3218, recall: 0.9925, relative_absolute_error: 0.0281, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.1242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 0.9653, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.976, predictive_accuracy: 0.976, prior_entropy: 3.3218, recall: 0.976, relative_absolute_error: 0.0586, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.2063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.981, kb_relative_information_score: 0.9698, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9835, predictive_accuracy: 0.9829, prior_entropy: 3.3218, recall: 0.9829, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0549, root_relative_squared_error: 0.1828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4945, kappa: 0.0325, kb_relative_information_score: 0.0066, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1285, prior_entropy: 3.3218, recall: 0.1285, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4535, kappa: 0.0123, kb_relative_information_score: 0.0006, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1128, prior_entropy: 3.3218, recall: 0.1128, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 0.9999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4315, kappa: -0.0019, kb_relative_information_score: 0.0001, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1, prior_entropy: 3.3218, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9893, kappa: 0.9881, kb_relative_information_score: 0.978, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9893, predictive_accuracy: 0.9893, prior_entropy: 3.3218, recall: 0.9893, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0458, root_relative_squared_error: 0.1526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9678, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, recall: 0.9831, relative_absolute_error: 0.0565, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0572, root_relative_squared_error: 0.1907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9714, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9831, predictive_accuracy: 0.9831, prior_entropy: 3.3218, recall: 0.9831, relative_absolute_error: 0.0499, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0546, root_relative_squared_error: 0.1821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9193, kappa: 0.91, kb_relative_information_score: 0.8999, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9214, predictive_accuracy: 0.919, prior_entropy: 3.3218, recall: 0.919, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.3706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9897, kappa: 0.9885, kb_relative_information_score: 0.9783, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 3.3218, recall: 0.9897, relative_absolute_error: 0.039, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0454, root_relative_squared_error: 0.1513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9884, kappa: 0.9871, kb_relative_information_score: 0.9791, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9885, predictive_accuracy: 0.9884, prior_entropy: 3.3218, recall: 0.9884, relative_absolute_error: 0.0368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0446, root_relative_squared_error: 0.1485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9829, kappa: 0.981, kb_relative_information_score: 0.9714, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9829, predictive_accuracy: 0.9829, prior_entropy: 3.3218, recall: 0.9829, relative_absolute_error: 0.0499, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.1817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9791, kappa: 0.9765, kb_relative_information_score: 0.9647, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.98, predictive_accuracy: 0.9788, prior_entropy: 3.3218, recall: 0.9788, relative_absolute_error: 0.0548, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0598, root_relative_squared_error: 0.1995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.8679, kappa: 0.834, kb_relative_information_score: 0.7399, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9218, predictive_accuracy: 0.8505, prior_entropy: 3.3218, recall: 0.8505, relative_absolute_error: 0.3433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.161, root_relative_squared_error: 0.5367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9847, kappa: 0.983, kb_relative_information_score: 0.9697, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9847, predictive_accuracy: 0.9847, prior_entropy: 3.3218, recall: 0.9847, relative_absolute_error: 0.0538, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0555, root_relative_squared_error: 0.1849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, kappa: 0.0003, kb_relative_information_score: 0.0062, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.0993, prior_entropy: 3.3218, recall: 0.0993, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4297, kappa: -0.0027, kb_relative_information_score: 0.0001, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.0993, prior_entropy: 3.3218, recall: 0.0993, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9836, kappa: 0.9818, kb_relative_information_score: 0.9689, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9836, predictive_accuracy: 0.9836, prior_entropy: 3.3218, recall: 0.9836, relative_absolute_error: 0.0549, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.056, root_relative_squared_error: 0.1866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.97, kappa: 0.9666, kb_relative_information_score: 0.9592, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.97, predictive_accuracy: 0.9699, prior_entropy: 3.3218, recall: 0.9699, relative_absolute_error: 0.0678, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0681, root_relative_squared_error: 0.2271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9217, kappa: 0.913, kb_relative_information_score: 0.8988, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.922, predictive_accuracy: 0.9217, prior_entropy: 3.3218, recall: 0.9217, relative_absolute_error: 0.155, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.3693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6751, kappa: 0.1177, kb_relative_information_score: 0.021, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.2073, prior_entropy: 3.3218, recall: 0.2073, relative_absolute_error: 0.9918, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.9937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9931, kappa: 0.9923, kb_relative_information_score: 0.9853, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 3.3218, recall: 0.9931, relative_absolute_error: 0.028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0364, root_relative_squared_error: 0.1213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9893, kappa: 0.9881, kb_relative_information_score: 0.9788, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9893, predictive_accuracy: 0.9893, prior_entropy: 3.3218, recall: 0.9893, relative_absolute_error: 0.0385, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0452, root_relative_squared_error: 0.1505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9657, kappa: 0.9607, kb_relative_information_score: 0.9401, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9696, predictive_accuracy: 0.9646, prior_entropy: 3.3218, recall: 0.9646, relative_absolute_error: 0.0862, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.7432, kappa: 0.6678, kb_relative_information_score: 0.442, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8821, predictive_accuracy: 0.7009, prior_entropy: 3.3218, recall: 0.7009, relative_absolute_error: 0.6829, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.236, root_relative_squared_error: 0.7866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9704, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 3.3218, recall: 0.984, relative_absolute_error: 0.0526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0549, root_relative_squared_error: 0.1831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9861, kappa: 0.9846, kb_relative_information_score: 0.9756, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 3.3218, recall: 0.9861, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0496, root_relative_squared_error: 0.1652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9911, kappa: 0.9901, kb_relative_information_score: 0.9831, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9911, predictive_accuracy: 0.9911, prior_entropy: 3.3218, recall: 0.9911, relative_absolute_error: 0.0312, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0392, root_relative_squared_error: 0.1306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9303, kappa: 0.9223, kb_relative_information_score: 0.9153, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9315, predictive_accuracy: 0.9301, prior_entropy: 3.3218, recall: 0.9301, relative_absolute_error: 0.1326, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1028, root_relative_squared_error: 0.3426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9883, kappa: 0.987, kb_relative_information_score: 0.9765, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9883, predictive_accuracy: 0.9883, prior_entropy: 3.3218, recall: 0.9883, relative_absolute_error: 0.0425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0474, root_relative_squared_error: 0.1578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9842, kappa: 0.9824, kb_relative_information_score: 0.9691, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9842, predictive_accuracy: 0.9842, prior_entropy: 3.3218, recall: 0.9842, relative_absolute_error: 0.0548, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0559, root_relative_squared_error: 0.1862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.968, kappa: 0.9634, kb_relative_information_score: 0.9453, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9711, predictive_accuracy: 0.9671, prior_entropy: 3.3218, recall: 0.9671, relative_absolute_error: 0.0795, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0747, root_relative_squared_error: 0.2489,

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

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

OpenML APIs