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: 0.8904, f_measure: 0.8328, kappa: 0.7809, kb_relative_information_score: 0.7938, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9043, predictive_accuracy: 0.8028, prior_entropy: 3.3218, recall: 0.8028, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.6619,
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: 0.9937, 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: 0.9941, f_measure: 0.9893, kappa: 0.9881, kb_relative_information_score: 0.9888, mean_absolute_error: 0.0021, 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: 0.0119, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0462, root_relative_squared_error: 0.154,
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: 0.9936, 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: 0.9934, 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: 0.7338, kappa: 0.4679, kb_relative_information_score: 0.4989, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.5217, prior_entropy: 3.3218, recall: 0.5217, relative_absolute_error: 0.5314, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3093, root_relative_squared_error: 1.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5055, kappa: 0.0111, kb_relative_information_score: 0.0703, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1117, prior_entropy: 3.3218, recall: 0.1117, relative_absolute_error: 0.987, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.506, kappa: 0.0121, kb_relative_information_score: 0.0713, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1126, prior_entropy: 3.3218, recall: 0.1126, relative_absolute_error: 0.986, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4213, root_relative_squared_error: 1.4043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3218, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, f_measure: 0.8998, kappa: 0.8735, kb_relative_information_score: 0.8811, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9384, predictive_accuracy: 0.8861, prior_entropy: 3.3218, recall: 0.8861, relative_absolute_error: 0.1265, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.5031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3218, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2187,
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: 0.7377, f_measure: 0.6035, kappa: 0.4759, kb_relative_information_score: 0.5067, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9157, predictive_accuracy: 0.5288, prior_entropy: 3.3218, recall: 0.5288, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.307, root_relative_squared_error: 1.0233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8732, f_measure: 0.8122, kappa: 0.7462, kb_relative_information_score: 0.7612, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9235, predictive_accuracy: 0.7715, prior_entropy: 3.3218, recall: 0.7715, relative_absolute_error: 0.2539, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.7125,
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: 0.991, 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: 0.987, f_measure: 0.9767, kappa: 0.9741, kb_relative_information_score: 0.9756, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.977, predictive_accuracy: 0.9767, prior_entropy: 3.3218, recall: 0.9767, relative_absolute_error: 0.0259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.2276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9872, kappa: 0.9858, kb_relative_information_score: 0.9866, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9873, predictive_accuracy: 0.9872, prior_entropy: 3.3218, recall: 0.9872, relative_absolute_error: 0.0142, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0506, root_relative_squared_error: 0.1687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.981, kappa: 0.9788, kb_relative_information_score: 0.9801, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 3.3218, recall: 0.981, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0617, root_relative_squared_error: 0.2057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6211, f_measure: 0.3541, kappa: 0.2426, kb_relative_information_score: 0.2875, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9115, predictive_accuracy: 0.3194, prior_entropy: 3.3218, recall: 0.3194, relative_absolute_error: 0.7562, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3689, root_relative_squared_error: 1.2298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kappa: 0.001, kb_relative_information_score: 0.0609, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1027, prior_entropy: 3.3218, recall: 0.1027, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4236, root_relative_squared_error: 1.4121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9826, kappa: 0.9806, kb_relative_information_score: 0.9818, mean_absolute_error: 0.0035, 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: 0.0194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.1969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.9039, kappa: 0.8928, kb_relative_information_score: 0.8991, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9064, predictive_accuracy: 0.9036, prior_entropy: 3.3218, recall: 0.9036, relative_absolute_error: 0.1072, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1389, root_relative_squared_error: 0.4629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, kappa: 0.003, kb_relative_information_score: 0.0628, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1044, prior_entropy: 3.3218, recall: 0.1044, relative_absolute_error: 0.9951, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4232, root_relative_squared_error: 1.4107,
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: 0.9896, f_measure: 0.9813, kappa: 0.9792, kb_relative_information_score: 0.9805, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9814, predictive_accuracy: 0.9813, prior_entropy: 3.3218, recall: 0.9813, relative_absolute_error: 0.0208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0611, root_relative_squared_error: 0.2038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.972, kappa: 0.968, kb_relative_information_score: 0.9699, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9747, predictive_accuracy: 0.9712, prior_entropy: 3.3218, recall: 0.9712, relative_absolute_error: 0.032, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2531,
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: 0.9815, 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: 0.9843, f_measure: 0.9725, kappa: 0.9686, kb_relative_information_score: 0.9704, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9752, predictive_accuracy: 0.9717, prior_entropy: 3.3218, recall: 0.9717, relative_absolute_error: 0.0314, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0752, root_relative_squared_error: 0.2507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9573, kappa: 0.95, kb_relative_information_score: 0.9529, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9646, predictive_accuracy: 0.955, prior_entropy: 3.3218, recall: 0.955, relative_absolute_error: 0.05, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.3163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9918, kappa: 0.9909, kb_relative_information_score: 0.9914, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9919, predictive_accuracy: 0.9918, prior_entropy: 3.3218, recall: 0.9918, relative_absolute_error: 0.0091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0405, root_relative_squared_error: 0.1349,
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: 0.9902, f_measure: 0.9824, kappa: 0.9804, kb_relative_information_score: 0.9816, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9824, predictive_accuracy: 0.9824, prior_entropy: 3.3218, recall: 0.9824, relative_absolute_error: 0.0196, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.1979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9858, kappa: 0.9842, kb_relative_information_score: 0.9851, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9858, predictive_accuracy: 0.9858, prior_entropy: 3.3218, recall: 0.9858, relative_absolute_error: 0.0158, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0534, root_relative_squared_error: 0.1779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9849, kappa: 0.9832, kb_relative_information_score: 0.9842, mean_absolute_error: 0.003, 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: 0.0168, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.055, root_relative_squared_error: 0.1833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9842, kappa: 0.9824, kb_relative_information_score: 0.9834, mean_absolute_error: 0.0032, 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: 0.0176, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.1876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9832, mean_absolute_error: 0.0032, 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: 0.0178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.1886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9833, mean_absolute_error: 0.0032, 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: 0.0178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.1886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.8666, kappa: 0.8255, kb_relative_information_score: 0.8359, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9314, predictive_accuracy: 0.8429, prior_entropy: 3.3218, recall: 0.8429, relative_absolute_error: 0.1746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.5909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kappa: 0.0004, kb_relative_information_score: 0.0604, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1021, prior_entropy: 3.3218, recall: 0.1021, relative_absolute_error: 0.9976, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4238, root_relative_squared_error: 1.4125,
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: 0.9924, 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: 0.9903, f_measure: 0.9826, kappa: 0.9806, kb_relative_information_score: 0.9818, mean_absolute_error: 0.0035, 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: 0.0194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.1969,
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: 0.5751, f_measure: 0.2413, kappa: 0.1504, kb_relative_information_score: 0.2009, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9102, predictive_accuracy: 0.2367, prior_entropy: 3.3218, recall: 0.2367, relative_absolute_error: 0.8482, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3907, root_relative_squared_error: 1.3024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9751, kappa: 0.9723, kb_relative_information_score: 0.9739, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9753, predictive_accuracy: 0.9751, prior_entropy: 3.3218, recall: 0.9751, relative_absolute_error: 0.0277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.2353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3218, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9813, kappa: 0.9792, kb_relative_information_score: 0.9805, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9814, predictive_accuracy: 0.9813, prior_entropy: 3.3218, recall: 0.9813, relative_absolute_error: 0.0208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0611, root_relative_squared_error: 0.2038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3218, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5269, kappa: 0.0539, kb_relative_information_score: 0.1105, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1502, prior_entropy: 3.3218, recall: 0.1502, relative_absolute_error: 0.9443, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4123, root_relative_squared_error: 1.3742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.5201, kappa: 0.3909, kb_relative_information_score: 0.4268, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9142, predictive_accuracy: 0.4525, prior_entropy: 3.3218, recall: 0.4525, relative_absolute_error: 0.6084, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3309, root_relative_squared_error: 1.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, kappa: 0.0008, kb_relative_information_score: 0.0607, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1025, prior_entropy: 3.3218, recall: 0.1025, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4237, root_relative_squared_error: 1.4123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kappa: 0.001, kb_relative_information_score: 0.0609, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1027, prior_entropy: 3.3218, recall: 0.1027, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4236, root_relative_squared_error: 1.4121,
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: 0.9924, 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: 0.6764, f_measure: 0.4798, kappa: 0.3532, kb_relative_information_score: 0.3914, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9134, predictive_accuracy: 0.4187, prior_entropy: 3.3218, recall: 0.4187, relative_absolute_error: 0.6459, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.341, root_relative_squared_error: 1.1366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.8927, kappa: 0.8804, kb_relative_information_score: 0.8874, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8965, predictive_accuracy: 0.8923, prior_entropy: 3.3218, recall: 0.8923, relative_absolute_error: 0.1196, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.4891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5066, kappa: 0.0133, kb_relative_information_score: 0.0724, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1137, prior_entropy: 3.3218, recall: 0.1137, relative_absolute_error: 0.9848, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.421, root_relative_squared_error: 1.4034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9775, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3218, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2187,
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: 0.9865, f_measure: 0.9757, kappa: 0.9729, kb_relative_information_score: 0.9745, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9758, predictive_accuracy: 0.9756, prior_entropy: 3.3218, recall: 0.9756, relative_absolute_error: 0.0271, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0698, root_relative_squared_error: 0.2327,
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: 0.9899, f_measure: 0.9818, kappa: 0.9798, kb_relative_information_score: 0.981, mean_absolute_error: 0.0036, 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: 0.0202, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.2008,
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: 0.9938, 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: 0.9783, f_measure: 0.9611, kappa: 0.9567, kb_relative_information_score: 0.9592, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9616, predictive_accuracy: 0.961, prior_entropy: 3.3218, recall: 0.961, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.2943,
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: 0.986, f_measure: 0.9747, kappa: 0.9719, kb_relative_information_score: 0.9736, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9749, predictive_accuracy: 0.9747, prior_entropy: 3.3218, recall: 0.9747, relative_absolute_error: 0.0281, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0711, root_relative_squared_error: 0.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9804, kappa: 0.9783, kb_relative_information_score: 0.9795, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9805, predictive_accuracy: 0.9804, prior_entropy: 3.3218, recall: 0.9804, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0626, root_relative_squared_error: 0.2086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9605, kappa: 0.9559, kb_relative_information_score: 0.9585, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9612, predictive_accuracy: 0.9603, prior_entropy: 3.3218, recall: 0.9603, relative_absolute_error: 0.0441, 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: 0.9911, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9833, mean_absolute_error: 0.0032, 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: 0.0178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.1886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9691, kappa: 0.9656, kb_relative_information_score: 0.9676, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9693, predictive_accuracy: 0.969, prior_entropy: 3.3218, recall: 0.969, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.2623,
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: 0.9882, 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: 0.9846, f_measure: 0.9723, kappa: 0.9692, kb_relative_information_score: 0.971, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9727, predictive_accuracy: 0.9722, prior_entropy: 3.3218, recall: 0.9722, relative_absolute_error: 0.0308, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9765, kappa: 0.9735, kb_relative_information_score: 0.9751, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9776, predictive_accuracy: 0.9762, prior_entropy: 3.3218, recall: 0.9762, relative_absolute_error: 0.0265, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0691, root_relative_squared_error: 0.2302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8007, kappa: 0.7665, kb_relative_information_score: 0.7802, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8317, predictive_accuracy: 0.7899, prior_entropy: 3.3218, recall: 0.7899, relative_absolute_error: 0.2335, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.205, root_relative_squared_error: 0.6834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.8102, kappa: 0.7904, kb_relative_information_score: 0.8028, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8215, predictive_accuracy: 0.8114, prior_entropy: 3.3218, recall: 0.8114, relative_absolute_error: 0.2096, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.6474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.9176, kappa: 0.9025, kb_relative_information_score: 0.9084, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9352, predictive_accuracy: 0.9123, prior_entropy: 3.3218, recall: 0.9123, relative_absolute_error: 0.0975, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.4415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.9224, kappa: 0.9093, kb_relative_information_score: 0.9147, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9367, predictive_accuracy: 0.9183, prior_entropy: 3.3218, recall: 0.9183, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9893, kappa: 0.9881, kb_relative_information_score: 0.9888, mean_absolute_error: 0.0021, 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: 0.0119, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0462, root_relative_squared_error: 0.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8742, kappa: 0.8367, kb_relative_information_score: 0.8465, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9326, predictive_accuracy: 0.853, prior_entropy: 3.3218, recall: 0.853, relative_absolute_error: 0.1633, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.5715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8733, f_measure: 0.8124, kappa: 0.7464, kb_relative_information_score: 0.7614, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9235, predictive_accuracy: 0.7717, prior_entropy: 3.3218, recall: 0.7717, relative_absolute_error: 0.2537, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.7123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8879, f_measure: 0.8324, kappa: 0.7756, kb_relative_information_score: 0.789, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9257, predictive_accuracy: 0.798, prior_entropy: 3.3218, recall: 0.798, relative_absolute_error: 0.2244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.201, root_relative_squared_error: 0.6699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9861, 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: 0.9862, 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: 0.5, 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: 0.5, 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: 0.9936, 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: 0.9925, 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: 0.9868, 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: 0.9925, 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: 0.9868, 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: 0.9707, f_measure: 0.9476, kappa: 0.9415, kb_relative_information_score: 0.9449, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9489, predictive_accuracy: 0.9473, prior_entropy: 3.3218, recall: 0.9473, relative_absolute_error: 0.0585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.3421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5123, kappa: 0.0246, kb_relative_information_score: 0.0829, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1238, prior_entropy: 3.3218, recall: 0.1238, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4186, root_relative_squared_error: 1.3954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5056, kappa: 0.0113, kb_relative_information_score: 0.0705, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1119, prior_entropy: 3.3218, recall: 0.1119, relative_absolute_error: 0.9868, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4214, root_relative_squared_error: 1.4048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9361, kappa: 0.9282, kb_relative_information_score: 0.9325, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9387, predictive_accuracy: 0.9354, prior_entropy: 3.3218, recall: 0.9354, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.3789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9833, kappa: 0.9814, kb_relative_information_score: 0.9825, mean_absolute_error: 0.0033, 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: 0.0186, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0578, root_relative_squared_error: 0.1928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5107, kappa: 0.0214, kb_relative_information_score: 0.08, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.121, prior_entropy: 3.3218, recall: 0.121, relative_absolute_error: 0.9767, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4193, root_relative_squared_error: 1.3976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9842, kappa: 0.9824, kb_relative_information_score: 0.9834, mean_absolute_error: 0.0032, 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: 0.0176, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.1876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9842, kappa: 0.9824, kb_relative_information_score: 0.9834, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9843, predictive_accuracy: 0.9842, prior_entropy: 3.3218, recall: 0.9842, relative_absolute_error: 0.0176, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.1876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5032, kappa: 0.0063, kb_relative_information_score: 0.0659, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1075, prior_entropy: 3.3218, recall: 0.1075, relative_absolute_error: 0.9917, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4225, root_relative_squared_error: 1.4083,

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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From your own software

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

OpenML APIs