OpenML
Supervised Classification on optdigits

Supervised Classification on optdigits

Task 28 Supervised Classification optdigits 21750 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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21750 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5243, kappa: 0.0486, kb_relative_information_score: 0.1054, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1454, prior_entropy: 3.3218, recall: 0.1454, relative_absolute_error: 0.9496, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4134, root_relative_squared_error: 1.3781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9838, kappa: 0.982, kb_relative_information_score: 0.9831, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9839, predictive_accuracy: 0.9838, prior_entropy: 3.3218, recall: 0.9838, relative_absolute_error: 0.018, 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: 0.5848, kappa: 0.1698, kb_relative_information_score: 0.2192, mean_absolute_error: 0.1492, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.2541, prior_entropy: 3.3218, recall: 0.2541, relative_absolute_error: 0.8288, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3862, root_relative_squared_error: 1.2875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8131, kappa: 0.7476, kb_relative_information_score: 0.7625, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9235, predictive_accuracy: 0.7728, prior_entropy: 3.3218, recall: 0.7728, relative_absolute_error: 0.2525, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.7106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9822, kappa: 0.9802, kb_relative_information_score: 0.9814, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9823, predictive_accuracy: 0.9822, prior_entropy: 3.3218, recall: 0.9822, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0597, root_relative_squared_error: 0.1989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9822, kappa: 0.9802, kb_relative_information_score: 0.9814, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9823, predictive_accuracy: 0.9822, prior_entropy: 3.3218, recall: 0.9822, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0597, root_relative_squared_error: 0.1989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9822, kappa: 0.9802, kb_relative_information_score: 0.9814, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9823, predictive_accuracy: 0.9822, prior_entropy: 3.3218, recall: 0.9822, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0597, root_relative_squared_error: 0.1989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9891, kappa: 0.9879, kb_relative_information_score: 0.9886, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9892, predictive_accuracy: 0.9891, prior_entropy: 3.3218, recall: 0.9891, relative_absolute_error: 0.0121, 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: 0.9909, f_measure: 0.9836, kappa: 0.9818, kb_relative_information_score: 0.9829, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9837, predictive_accuracy: 0.9836, prior_entropy: 3.3218, recall: 0.9836, relative_absolute_error: 0.0182, 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: 0.9901, f_measure: 0.9822, kappa: 0.9802, kb_relative_information_score: 0.9814, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9823, predictive_accuracy: 0.9822, prior_entropy: 3.3218, recall: 0.9822, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0597, root_relative_squared_error: 0.1989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9657, kappa: 0.9618, kb_relative_information_score: 0.9641, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9661, predictive_accuracy: 0.9657, prior_entropy: 3.3218, recall: 0.9657, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.06, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1018, prior_entropy: 3.3218, recall: 0.1018, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4238, root_relative_squared_error: 1.4128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 0.9812, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3218, recall: 0.982, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.06, root_relative_squared_error: 0.1998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9666, kappa: 0.9614, kb_relative_information_score: 0.9637, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9707, predictive_accuracy: 0.9653, prior_entropy: 3.3218, recall: 0.9653, relative_absolute_error: 0.0386, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.2777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.9441, kappa: 0.9336, kb_relative_information_score: 0.9375, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9562, predictive_accuracy: 0.9402, prior_entropy: 3.3218, recall: 0.9402, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.3645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.9015, kappa: 0.8759, kb_relative_information_score: 0.8833, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9389, predictive_accuracy: 0.8883, prior_entropy: 3.3218, recall: 0.8883, relative_absolute_error: 0.1242, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.4983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9888, kappa: 0.9875, kb_relative_information_score: 0.9883, mean_absolute_error: 0.0022, 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: 0.0125, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0473, root_relative_squared_error: 0.1578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.989, kappa: 0.9877, kb_relative_information_score: 0.9885, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 3.3218, recall: 0.989, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.047, root_relative_squared_error: 0.1566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9856, kappa: 0.984, kb_relative_information_score: 0.9849, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9857, predictive_accuracy: 0.9856, prior_entropy: 3.3218, recall: 0.9856, relative_absolute_error: 0.016, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0537, root_relative_squared_error: 0.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9895, kappa: 0.9883, kb_relative_information_score: 0.989, mean_absolute_error: 0.0021, 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: 0.0117, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0458, root_relative_squared_error: 0.1527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9915, kappa: 0.9905, kb_relative_information_score: 0.9911, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9915, predictive_accuracy: 0.9915, prior_entropy: 3.3218, recall: 0.9915, relative_absolute_error: 0.0095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.1378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9915, kappa: 0.9905, kb_relative_information_score: 0.9911, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9915, predictive_accuracy: 0.9915, prior_entropy: 3.3218, recall: 0.9915, relative_absolute_error: 0.0095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.1378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9829, kappa: 0.9808, kb_relative_information_score: 0.9819, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9836, predictive_accuracy: 0.9827, prior_entropy: 3.3218, recall: 0.9827, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0588, root_relative_squared_error: 0.1958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 0.9806, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 3.3218, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9851, kappa: 0.9834, kb_relative_information_score: 0.9844, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9851, predictive_accuracy: 0.9851, prior_entropy: 3.3218, recall: 0.9851, relative_absolute_error: 0.0166, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0547, root_relative_squared_error: 0.1823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.9013, kappa: 0.8903, kb_relative_information_score: 0.8967, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9014, predictive_accuracy: 0.9012, prior_entropy: 3.3218, recall: 0.9012, relative_absolute_error: 0.1097, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1405, root_relative_squared_error: 0.4685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9829, kappa: 0.981, kb_relative_information_score: 0.9831, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.983, predictive_accuracy: 0.9829, prior_entropy: 3.3218, recall: 0.9829, relative_absolute_error: 0.021, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0531, root_relative_squared_error: 0.1769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.0908, kappa: -0.0092, kb_relative_information_score: 0.0502, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.0907, predictive_accuracy: 0.0918, prior_entropy: 3.3218, recall: 0.0918, relative_absolute_error: 1.0091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4262, root_relative_squared_error: 1.4206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, f_measure: 0.091, kappa: -0.009, kb_relative_information_score: 0.0504, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.0909, predictive_accuracy: 0.092, prior_entropy: 3.3218, recall: 0.092, relative_absolute_error: 1.0089, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4261, root_relative_squared_error: 1.4205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.9043, kappa: 0.8936, kb_relative_information_score: 0.8999, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9045, predictive_accuracy: 0.9043, prior_entropy: 3.3218, recall: 0.9043, relative_absolute_error: 0.1064, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.4612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9808, kappa: 0.9786, kb_relative_information_score: 0.9799, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9809, predictive_accuracy: 0.9808, prior_entropy: 3.3218, recall: 0.9808, relative_absolute_error: 0.0214, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.062, root_relative_squared_error: 0.2067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9845, kappa: 0.9828, kb_relative_information_score: 0.9849, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 3.3218, recall: 0.9845, relative_absolute_error: 0.0184, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0503, root_relative_squared_error: 0.1677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9852, kappa: 0.9836, kb_relative_information_score: 0.984, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9853, predictive_accuracy: 0.9852, prior_entropy: 3.3218, recall: 0.9852, relative_absolute_error: 0.0214, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0497, root_relative_squared_error: 0.1657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9826, kappa: 0.9806, kb_relative_information_score: 0.9817, mean_absolute_error: 0.0044, 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: 0.0245, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.1761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9833, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 3.3218, recall: 0.984, relative_absolute_error: 0.0209, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0523, root_relative_squared_error: 0.1744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9849, kappa: 0.9832, kb_relative_information_score: 0.9849, mean_absolute_error: 0.0033, 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: 0.0185, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.1682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9833, kappa: 0.9814, kb_relative_information_score: 0.9825, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9833, predictive_accuracy: 0.9833, prior_entropy: 3.3218, recall: 0.9833, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.1692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9836, kappa: 0.9818, kb_relative_information_score: 0.9834, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9837, predictive_accuracy: 0.9836, prior_entropy: 3.3218, recall: 0.9836, relative_absolute_error: 0.0199, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0529, root_relative_squared_error: 0.1763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9852, kappa: 0.9836, kb_relative_information_score: 0.9847, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9853, predictive_accuracy: 0.9852, prior_entropy: 3.3218, recall: 0.9852, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0498, root_relative_squared_error: 0.1661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9849, kappa: 0.9832, kb_relative_information_score: 0.985, mean_absolute_error: 0.0033, 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: 0.0185, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0499, root_relative_squared_error: 0.1663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3218, recall: 0.982, relative_absolute_error: 0.0215, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0532, root_relative_squared_error: 0.1773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9842, mean_absolute_error: 0.0038, 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: 0.0213, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0499, root_relative_squared_error: 0.1663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9835, kappa: 0.9816, kb_relative_information_score: 0.9835, mean_absolute_error: 0.0037, 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: 0.0203, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0524, root_relative_squared_error: 0.1747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9835, kappa: 0.9816, kb_relative_information_score: 0.9839, mean_absolute_error: 0.0038, 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: 0.0214, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.05, root_relative_squared_error: 0.1665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9845, kappa: 0.9828, kb_relative_information_score: 0.9841, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 3.3218, recall: 0.9845, relative_absolute_error: 0.0196, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0519, root_relative_squared_error: 0.1731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9847, kappa: 0.983, kb_relative_information_score: 0.9848, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9848, predictive_accuracy: 0.9847, prior_entropy: 3.3218, recall: 0.9847, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0501, root_relative_squared_error: 0.1669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9836, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9832, predictive_accuracy: 0.9831, prior_entropy: 3.3218, recall: 0.9831, relative_absolute_error: 0.0219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.1682,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9462, kappa: 0.9401, kb_relative_information_score: 0.9437, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9467, predictive_accuracy: 0.9461, prior_entropy: 3.3218, recall: 0.9461, relative_absolute_error: 0.0599, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1038, root_relative_squared_error: 0.3461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9897, kappa: 0.9885, kb_relative_information_score: 0.9892, mean_absolute_error: 0.0021, 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: 0.0115, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0454, root_relative_squared_error: 0.1514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9862, kappa: 0.9846, kb_relative_information_score: 0.9855, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9865, predictive_accuracy: 0.9861, prior_entropy: 3.3218, recall: 0.9861, relative_absolute_error: 0.0154, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.1756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.921, kappa: 0.912, kb_relative_information_score: 0.9173, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9218, predictive_accuracy: 0.9208, prior_entropy: 3.3218, recall: 0.9208, relative_absolute_error: 0.088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1258, root_relative_squared_error: 0.4195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 0.9524, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9547, predictive_accuracy: 0.9544, prior_entropy: 3.3218, recall: 0.9544, relative_absolute_error: 0.0506, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.3182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9306, kappa: 0.9227, kb_relative_information_score: 0.9273, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9313, predictive_accuracy: 0.9304, prior_entropy: 3.3218, recall: 0.9304, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.118, root_relative_squared_error: 0.3932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, f_measure: 0.7308, kappa: 0.6864, kb_relative_information_score: 0.7049, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.7642, predictive_accuracy: 0.7178, prior_entropy: 3.3218, recall: 0.7178, relative_absolute_error: 0.3136, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2376, root_relative_squared_error: 0.7919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9824, kappa: 0.9802, kb_relative_information_score: 0.9814, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9832, predictive_accuracy: 0.9822, prior_entropy: 3.3218, recall: 0.9822, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0597, root_relative_squared_error: 0.1989,

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