Task
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: 0.9656, f_measure: 0.9402, kappa: 0.9312, kb_relative_information_score: 0.9353, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9455, predictive_accuracy: 0.9381, prior_entropy: 3.3218, recall: 0.9381, relative_absolute_error: 0.0688, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.371,
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: 0.9997, 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: 0.9931, f_measure: 0.9875, kappa: 0.9862, kb_relative_information_score: 0.987, mean_absolute_error: 0.0025, 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: 0.0138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0499, root_relative_squared_error: 0.1664,
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: 0.9934, f_measure: 0.9881, kappa: 0.9868, kb_relative_information_score: 0.9875, mean_absolute_error: 0.0024, 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: 0.0132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.1628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9859, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9865, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9884, kappa: 0.9871, kb_relative_information_score: 0.9879, mean_absolute_error: 0.0023, 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: 0.0129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0481, root_relative_squared_error: 0.1603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9733, kappa: 0.9703, kb_relative_information_score: 0.9636, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9734, predictive_accuracy: 0.9733, prior_entropy: 3.3218, recall: 0.9733, relative_absolute_error: 0.0534, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0651, root_relative_squared_error: 0.2172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9881, kappa: 0.9868, kb_relative_information_score: 0.9875, mean_absolute_error: 0.0024, 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: 0.0132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.1628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9884, kappa: 0.9871, kb_relative_information_score: 0.9879, mean_absolute_error: 0.0023, 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: 0.0129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0481, root_relative_squared_error: 0.1603,
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: 0.9942, 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: 0.9997, 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: 0.5001, kappa: 0.0002, kb_relative_information_score: 0.0586, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.0996, prior_entropy: 3.3218, recall: 0.0996, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4145,
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: 0.9998, 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: 0.0183, 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: 0.9997, f_measure: 0.9833, kappa: 0.9814, kb_relative_information_score: 0.9835, mean_absolute_error: 0.004, 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: 0.0221, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0504, root_relative_squared_error: 0.1678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9806, kappa: 0.9784, kb_relative_information_score: 0.9767, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9807, predictive_accuracy: 0.9806, prior_entropy: 3.3218, recall: 0.9806, relative_absolute_error: 0.0345, 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: 0.5, kappa: -0, kb_relative_information_score: 0.0589, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1002, prior_entropy: 3.3218, recall: 0.1002, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141,
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: 0.9935, f_measure: 0.9883, kappa: 0.987, kb_relative_information_score: 0.9877, mean_absolute_error: 0.0023, 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: 0.013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0485, root_relative_squared_error: 0.1615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9847, kappa: 0.983, kb_relative_information_score: 0.9854, mean_absolute_error: 0.0033, 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: 0.0183, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.1627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9867, kappa: 0.9852, kb_relative_information_score: 0.986, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9867, predictive_accuracy: 0.9867, prior_entropy: 3.3218, recall: 0.9867, relative_absolute_error: 0.0148, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0517, root_relative_squared_error: 0.1722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9844, mean_absolute_error: 0.0035, 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: 0.0192, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.051, root_relative_squared_error: 0.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0002, kb_relative_information_score: 0.0584, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.0995, prior_entropy: 3.3218, recall: 0.0995, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4244, root_relative_squared_error: 1.4146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9879, kappa: 0.9866, kb_relative_information_score: 0.9873, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9879, predictive_accuracy: 0.9879, prior_entropy: 3.3218, recall: 0.9879, relative_absolute_error: 0.0134, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0492, root_relative_squared_error: 0.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9624, kappa: 0.9583, kb_relative_information_score: 0.9607, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9655, predictive_accuracy: 0.9625, prior_entropy: 3.3218, recall: 0.9625, relative_absolute_error: 0.0417, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.2888,
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: 0.9934, f_measure: 0.9881, kappa: 0.9868, kb_relative_information_score: 0.9875, mean_absolute_error: 0.0024, 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: 0.0132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.1628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0, kb_relative_information_score: 0.0591, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9879, kappa: 0.9866, kb_relative_information_score: 0.9873, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9879, predictive_accuracy: 0.9879, prior_entropy: 3.3218, recall: 0.9879, relative_absolute_error: 0.0134, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0492, root_relative_squared_error: 0.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9867, kappa: 0.9852, kb_relative_information_score: 0.9863, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9867, predictive_accuracy: 0.9867, prior_entropy: 3.3218, recall: 0.9867, relative_absolute_error: 0.0172, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0477, root_relative_squared_error: 0.1591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9836, kappa: 0.9818, kb_relative_information_score: 0.9838, 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: 0.0198, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0519, root_relative_squared_error: 0.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9682, kappa: 0.9646, kb_relative_information_score: 0.9691, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9682, predictive_accuracy: 0.9681, prior_entropy: 3.3218, recall: 0.9681, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0719, root_relative_squared_error: 0.2398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9849, kappa: 0.9832, kb_relative_information_score: 0.9843, mean_absolute_error: 0.0036, 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: 0.0198, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.051, root_relative_squared_error: 0.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.948, kappa: 0.9423, kb_relative_information_score: 0.586, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9481, predictive_accuracy: 0.948, prior_entropy: 3.3218, recall: 0.948, relative_absolute_error: 0.6625, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9851, kappa: 0.9834, kb_relative_information_score: 0.9849, mean_absolute_error: 0.0034, 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: 0.0186, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0501, root_relative_squared_error: 0.1671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.8469, kappa: 0.831, kb_relative_information_score: 0.5118, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.85, predictive_accuracy: 0.8479, prior_entropy: 3.3218, recall: 0.8479, relative_absolute_error: 0.7274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2246, root_relative_squared_error: 0.7487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9847, kappa: 0.983, kb_relative_information_score: 0.9845, mean_absolute_error: 0.0035, 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: 0.0194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0507, root_relative_squared_error: 0.1691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9852, kappa: 0.9836, kb_relative_information_score: 0.9859, mean_absolute_error: 0.0031, 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: 0.0174, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0487, root_relative_squared_error: 0.1625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.974, kappa: 0.9711, kb_relative_information_score: 0.9604, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 3.3218, recall: 0.974, relative_absolute_error: 0.0688, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0646, root_relative_squared_error: 0.2154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9819, kappa: 0.9798, kb_relative_information_score: 0.9827, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.982, predictive_accuracy: 0.9819, prior_entropy: 3.3218, recall: 0.9819, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.054, root_relative_squared_error: 0.1801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.99, kappa: 0.9889, kb_relative_information_score: 0.9896, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9901, predictive_accuracy: 0.99, prior_entropy: 3.3218, recall: 0.99, relative_absolute_error: 0.0111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0446, root_relative_squared_error: 0.1488,
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: 0.9996, f_measure: 0.9792, kappa: 0.9769, kb_relative_information_score: 0.9792, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9793, predictive_accuracy: 0.9792, prior_entropy: 3.3218, recall: 0.9792, relative_absolute_error: 0.0263, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.1913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9859, kappa: 0.9844, kb_relative_information_score: 0.9857, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.986, predictive_accuracy: 0.9859, prior_entropy: 3.3218, recall: 0.9859, relative_absolute_error: 0.0179, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0486, root_relative_squared_error: 0.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9795, kappa: 0.9773, kb_relative_information_score: 0.9765, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9796, predictive_accuracy: 0.9795, prior_entropy: 3.3218, recall: 0.9795, relative_absolute_error: 0.034, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0567, root_relative_squared_error: 0.1891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9886, kappa: 0.9873, kb_relative_information_score: 0.9881, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9886, predictive_accuracy: 0.9886, prior_entropy: 3.3218, recall: 0.9886, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0477, root_relative_squared_error: 0.1591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9879, kappa: 0.9866, kb_relative_information_score: 0.9873, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9879, predictive_accuracy: 0.9879, prior_entropy: 3.3218, recall: 0.9879, relative_absolute_error: 0.0134, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0492, root_relative_squared_error: 0.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9886, kappa: 0.9873, kb_relative_information_score: 0.9881, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9886, predictive_accuracy: 0.9886, prior_entropy: 3.3218, recall: 0.9886, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0477, root_relative_squared_error: 0.1591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 0.9678, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9767, predictive_accuracy: 0.9765, prior_entropy: 3.3218, recall: 0.9765, relative_absolute_error: 0.0526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0599, root_relative_squared_error: 0.1997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9707, kappa: 0.9674, kb_relative_information_score: 0.9716, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9708, predictive_accuracy: 0.9706, prior_entropy: 3.3218, recall: 0.9706, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.2317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9747, kappa: 0.9719, kb_relative_information_score: 0.9564, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9748, predictive_accuracy: 0.9747, prior_entropy: 3.3218, recall: 0.9747, relative_absolute_error: 0.0749, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.066, root_relative_squared_error: 0.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9847, kappa: 0.983, kb_relative_information_score: 0.9835, mean_absolute_error: 0.0037, 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: 0.0204, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0514, root_relative_squared_error: 0.1715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9687, kappa: 0.9652, kb_relative_information_score: 0.9684, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9688, predictive_accuracy: 0.9687, prior_entropy: 3.3218, recall: 0.9687, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.2413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9867, kappa: 0.9852, kb_relative_information_score: 0.9863, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9867, predictive_accuracy: 0.9867, prior_entropy: 3.3218, recall: 0.9867, relative_absolute_error: 0.0171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0481, root_relative_squared_error: 0.1603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kappa: 0.0001, kb_relative_information_score: 0.059, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1002, prior_entropy: 3.3218, recall: 0.1002, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9687, kappa: 0.9652, kb_relative_information_score: 0.9684, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9688, predictive_accuracy: 0.9687, prior_entropy: 3.3218, recall: 0.9687, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.2413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9892, kappa: 0.9879, kb_relative_information_score: 0.9887, 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: 0.9997, f_measure: 0.9808, kappa: 0.9786, kb_relative_information_score: 0.9793, mean_absolute_error: 0.0054, 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: 0.0301, 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: 0.9993, f_measure: 0.9748, kappa: 0.9719, kb_relative_information_score: 0.9746, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9748, predictive_accuracy: 0.9747, prior_entropy: 3.3218, recall: 0.9747, relative_absolute_error: 0.0313, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0642, root_relative_squared_error: 0.2141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9707, kappa: 0.9674, kb_relative_information_score: 0.9716, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9708, predictive_accuracy: 0.9706, prior_entropy: 3.3218, recall: 0.9706, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.2317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9867, kappa: 0.9852, kb_relative_information_score: 0.9861, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9867, predictive_accuracy: 0.9867, prior_entropy: 3.3218, recall: 0.9867, relative_absolute_error: 0.0148, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0517, root_relative_squared_error: 0.1722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9847, kappa: 0.983, kb_relative_information_score: 0.9835, mean_absolute_error: 0.0037, 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: 0.0204, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0514, root_relative_squared_error: 0.1715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9886, kappa: 0.9873, kb_relative_information_score: 0.9881, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9887, predictive_accuracy: 0.9886, prior_entropy: 3.3218, recall: 0.9886, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0477, root_relative_squared_error: 0.1591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9808, kappa: 0.9786, kb_relative_information_score: 0.9793, mean_absolute_error: 0.0054, 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: 0.0301, 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: 0.9993, f_measure: 0.9748, kappa: 0.9719, kb_relative_information_score: 0.9746, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9748, predictive_accuracy: 0.9747, prior_entropy: 3.3218, recall: 0.9747, relative_absolute_error: 0.0313, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0642, root_relative_squared_error: 0.2141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9747, kappa: 0.9719, kb_relative_information_score: 0.9564, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9748, predictive_accuracy: 0.9747, prior_entropy: 3.3218, recall: 0.9747, relative_absolute_error: 0.0749, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.066, root_relative_squared_error: 0.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9899, kappa: 0.9887, kb_relative_information_score: 0.9894, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9899, predictive_accuracy: 0.9899, prior_entropy: 3.3218, recall: 0.9899, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.045, root_relative_squared_error: 0.1501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9867, kappa: 0.9852, kb_relative_information_score: 0.9863, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9867, predictive_accuracy: 0.9867, prior_entropy: 3.3218, recall: 0.9867, relative_absolute_error: 0.0171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0481, root_relative_squared_error: 0.1603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9856, kappa: 0.984, kb_relative_information_score: 0.9857, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 3.3218, recall: 0.9856, relative_absolute_error: 0.018, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0485, root_relative_squared_error: 0.1615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9795, kappa: 0.9773, kb_relative_information_score: 0.9793, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9796, predictive_accuracy: 0.9795, prior_entropy: 3.3218, recall: 0.9795, relative_absolute_error: 0.0254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.1943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9875, kappa: 0.9862, kb_relative_information_score: 0.987, mean_absolute_error: 0.0025, 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: 0.0138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0499, root_relative_squared_error: 0.1664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9856, kappa: 0.984, kb_relative_information_score: 0.9857, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 3.3218, recall: 0.9856, relative_absolute_error: 0.018, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0485, root_relative_squared_error: 0.1615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9795, kappa: 0.9773, kb_relative_information_score: 0.9793, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9796, predictive_accuracy: 0.9795, prior_entropy: 3.3218, recall: 0.9795, relative_absolute_error: 0.0254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.1943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9752, kappa: 0.9725, kb_relative_information_score: 0.9749, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9753, predictive_accuracy: 0.9753, prior_entropy: 3.3218, recall: 0.9753, relative_absolute_error: 0.0328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0621, root_relative_squared_error: 0.2071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9752, kappa: 0.9725, kb_relative_information_score: 0.9749, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9753, predictive_accuracy: 0.9753, prior_entropy: 3.3218, recall: 0.9753, relative_absolute_error: 0.0328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0621, root_relative_squared_error: 0.2071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9863, kappa: 0.9848, kb_relative_information_score: 0.9857, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9863, predictive_accuracy: 0.9863, prior_entropy: 3.3218, recall: 0.9863, relative_absolute_error: 0.0152, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0523, root_relative_squared_error: 0.1745,
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: 0.9996, f_measure: 0.9801, kappa: 0.9779, kb_relative_information_score: 0.9774, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9801, predictive_accuracy: 0.9801, prior_entropy: 3.3218, recall: 0.9801, relative_absolute_error: 0.0319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0558, root_relative_squared_error: 0.1859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9801, kappa: 0.9779, kb_relative_information_score: 0.9774, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9801, predictive_accuracy: 0.9801, prior_entropy: 3.3218, recall: 0.9801, relative_absolute_error: 0.0319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0558, root_relative_squared_error: 0.1859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9826, kappa: 0.9806, kb_relative_information_score: 0.9831, mean_absolute_error: 0.0037, 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: 0.0208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0525, root_relative_squared_error: 0.1751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9499, f_measure: 0.9163, kappa: 0.8998, kb_relative_information_score: 0.9056, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9363, predictive_accuracy: 0.9098, prior_entropy: 3.3218, recall: 0.9098, relative_absolute_error: 0.1002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.4477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9892, 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: 0.9936, f_measure: 0.9884, kappa: 0.9871, kb_relative_information_score: 0.9879, mean_absolute_error: 0.0023, 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: 0.0129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0481, root_relative_squared_error: 0.1603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9867, kappa: 0.9852, kb_relative_information_score: 0.986, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9867, predictive_accuracy: 0.9867, prior_entropy: 3.3218, recall: 0.9867, relative_absolute_error: 0.0148, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0517, root_relative_squared_error: 0.1722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9899, kappa: 0.9887, kb_relative_information_score: 0.9894, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9899, predictive_accuracy: 0.9899, prior_entropy: 3.3218, recall: 0.9899, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.045, root_relative_squared_error: 0.1501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9886, kappa: 0.9873, kb_relative_information_score: 0.9881, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9886, predictive_accuracy: 0.9886, prior_entropy: 3.3218, recall: 0.9886, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0477, root_relative_squared_error: 0.1591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9831, kappa: 0.9812, kb_relative_information_score: 0.9832, mean_absolute_error: 0.0037, 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: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0529, root_relative_squared_error: 0.1764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9861, kappa: 0.9846, kb_relative_information_score: 0.9857, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9862, predictive_accuracy: 0.9861, prior_entropy: 3.3218, recall: 0.9861, relative_absolute_error: 0.0181, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0484, root_relative_squared_error: 0.1613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9861, kappa: 0.9846, kb_relative_information_score: 0.9857, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9862, predictive_accuracy: 0.9861, prior_entropy: 3.3218, recall: 0.9861, relative_absolute_error: 0.0181, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0484, root_relative_squared_error: 0.1613,
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: 0.9998, f_measure: 0.986, kappa: 0.9844, kb_relative_information_score: 0.9851, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.986, predictive_accuracy: 0.9859, prior_entropy: 3.3218, recall: 0.9859, relative_absolute_error: 0.0193, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0493, root_relative_squared_error: 0.1643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 0.8957, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9627, predictive_accuracy: 0.9625, prior_entropy: 3.3218, recall: 0.9625, relative_absolute_error: 0.1905, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.3063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9803, kappa: 0.9781, kb_relative_information_score: 0.9774, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9803, predictive_accuracy: 0.9802, prior_entropy: 3.3218, recall: 0.9802, relative_absolute_error: 0.0339, 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: 0.5002, kappa: 0.0004, kb_relative_information_score: 0.0595, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1009, prior_entropy: 3.3218, recall: 0.1009, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4241, root_relative_squared_error: 1.4135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.986, kappa: 0.9844, kb_relative_information_score: 0.9851, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.986, predictive_accuracy: 0.9859, prior_entropy: 3.3218, recall: 0.9859, relative_absolute_error: 0.0193, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0493, root_relative_squared_error: 0.1643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9772, kappa: 0.9747, kb_relative_information_score: 0.9765, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9773, predictive_accuracy: 0.9772, prior_entropy: 3.3218, recall: 0.9772, relative_absolute_error: 0.03, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0605, root_relative_squared_error: 0.2015,

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