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: 0.9998, f_measure: 0.9844, kappa: 0.9826, kb_relative_information_score: 0.9724, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9848, predictive_accuracy: 0.9843, prior_entropy: 3.3218, recall: 0.9843, relative_absolute_error: 0.045, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.1736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9895, kappa: 0.9883, kb_relative_information_score: 0.98, mean_absolute_error: 0.0065, 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: 0.036, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0437, root_relative_squared_error: 0.1456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9775, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9866, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.0388, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0463, root_relative_squared_error: 0.1543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9863, kappa: 0.9848, kb_relative_information_score: 0.9744, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9864, predictive_accuracy: 0.9863, prior_entropy: 3.3218, recall: 0.9863, relative_absolute_error: 0.0469, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0493, root_relative_squared_error: 0.1642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9555, kappa: 0.9504, kb_relative_information_score: 0.9419, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.956, predictive_accuracy: 0.9553, prior_entropy: 3.3218, recall: 0.9553, relative_absolute_error: 0.0912, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0835, root_relative_squared_error: 0.2783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9899, kappa: 0.9887, kb_relative_information_score: 0.9799, mean_absolute_error: 0.0066, 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: 0.0365, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0427, root_relative_squared_error: 0.1424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9883, kappa: 0.987, kb_relative_information_score: 0.9791, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9883, predictive_accuracy: 0.9883, prior_entropy: 3.3218, recall: 0.9883, relative_absolute_error: 0.0369, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0446, root_relative_squared_error: 0.1485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9879, kappa: 0.9866, kb_relative_information_score: 0.9782, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.988, predictive_accuracy: 0.9879, prior_entropy: 3.3218, recall: 0.9879, relative_absolute_error: 0.0378, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0455, root_relative_squared_error: 0.1515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.829, kappa: 0.8033, kb_relative_information_score: 0.7452, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8451, predictive_accuracy: 0.823, prior_entropy: 3.3218, recall: 0.823, relative_absolute_error: 0.3873, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.5657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9844, kappa: 0.9826, kb_relative_information_score: 0.9715, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9844, predictive_accuracy: 0.9843, prior_entropy: 3.3218, recall: 0.9843, relative_absolute_error: 0.0507, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0531, root_relative_squared_error: 0.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9826, kappa: 0.9806, kb_relative_information_score: 0.9712, mean_absolute_error: 0.009, 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: 0.0502, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0548, root_relative_squared_error: 0.1826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.7801, kappa: 0.7629, kb_relative_information_score: 0.5625, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8085, predictive_accuracy: 0.7867, prior_entropy: 3.3218, recall: 0.7867, relative_absolute_error: 0.6579, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.7244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9346, kappa: 0.9272, kb_relative_information_score: 0.9133, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9349, predictive_accuracy: 0.9345, prior_entropy: 3.3218, recall: 0.9345, relative_absolute_error: 0.1329, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.3457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9711, mean_absolute_error: 0.0093, 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: 0.0516, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0531, root_relative_squared_error: 0.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9845, kappa: 0.9828, kb_relative_information_score: 0.972, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 3.3218, recall: 0.9845, relative_absolute_error: 0.0504, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.1737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9094, kappa: 0.8931, kb_relative_information_score: 0.8355, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9307, predictive_accuracy: 0.9037, prior_entropy: 3.3218, recall: 0.9037, relative_absolute_error: 0.2209, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1279, root_relative_squared_error: 0.4263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9817, kappa: 0.9796, kb_relative_information_score: 0.9671, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9817, predictive_accuracy: 0.9817, prior_entropy: 3.3218, recall: 0.9817, relative_absolute_error: 0.0566, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9877, kappa: 0.9864, kb_relative_information_score: 0.9784, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9879, predictive_accuracy: 0.9877, prior_entropy: 3.3218, recall: 0.9877, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0452, root_relative_squared_error: 0.1507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9845, kappa: 0.9828, kb_relative_information_score: 0.9698, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 3.3218, recall: 0.9845, relative_absolute_error: 0.0539, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0549, root_relative_squared_error: 0.1828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9883, kappa: 0.987, kb_relative_information_score: 0.9791, mean_absolute_error: 0.0067, 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: 0.037, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0446, root_relative_squared_error: 0.1486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9776, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9866, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.0386, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0462, root_relative_squared_error: 0.1538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9822, kappa: 0.98, kb_relative_information_score: 0.9687, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9827, predictive_accuracy: 0.982, prior_entropy: 3.3218, recall: 0.982, relative_absolute_error: 0.0497, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.056, root_relative_squared_error: 0.1866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4489, kappa: -0.0015, kb_relative_information_score: 0.0001, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.983, kappa: 0.981, kb_relative_information_score: 0.9706, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9834, predictive_accuracy: 0.9829, prior_entropy: 3.3218, recall: 0.9829, relative_absolute_error: 0.0475, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0543, root_relative_squared_error: 0.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.8049, kappa: 0.7478, kb_relative_information_score: 0.5897, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.903, predictive_accuracy: 0.773, prior_entropy: 3.3218, recall: 0.773, relative_absolute_error: 0.5258, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.6761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9235, kappa: 0.9148, kb_relative_information_score: 0.9085, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9247, predictive_accuracy: 0.9233, prior_entropy: 3.3218, recall: 0.9233, relative_absolute_error: 0.1428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.3565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.8873, kappa: 0.8646, kb_relative_information_score: 0.7947, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9215, predictive_accuracy: 0.8781, prior_entropy: 3.3218, recall: 0.8781, relative_absolute_error: 0.2731, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.143, root_relative_squared_error: 0.4765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4875, kappa: 0.0003, kb_relative_information_score: 0.0059, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.0993, prior_entropy: 3.3218, recall: 0.0993, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9552, kappa: 0.9492, kb_relative_information_score: 0.896, mean_absolute_error: 0.0264, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9584, predictive_accuracy: 0.9543, prior_entropy: 3.3218, recall: 0.9543, relative_absolute_error: 0.1468, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1014, root_relative_squared_error: 0.3381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9836, kappa: 0.9818, kb_relative_information_score: 0.9688, mean_absolute_error: 0.0099, 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: 0.0552, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.056, root_relative_squared_error: 0.1867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9897, kappa: 0.9885, kb_relative_information_score: 0.9784, mean_absolute_error: 0.0071, 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: 0.0394, 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: 0.9895, kappa: 0.9883, kb_relative_information_score: 0.9786, mean_absolute_error: 0.0069, 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: 0.0385, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0451, root_relative_squared_error: 0.1503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9844, kappa: 0.9826, kb_relative_information_score: 0.9706, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9844, predictive_accuracy: 0.9843, prior_entropy: 3.3218, recall: 0.9843, relative_absolute_error: 0.0522, 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: 0.9996, f_measure: 0.976, kappa: 0.9729, kb_relative_information_score: 0.9584, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9774, predictive_accuracy: 0.9756, prior_entropy: 3.3218, recall: 0.9756, relative_absolute_error: 0.0628, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.2173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9856, kappa: 0.984, kb_relative_information_score: 0.9746, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9858, predictive_accuracy: 0.9856, prior_entropy: 3.3218, recall: 0.9856, relative_absolute_error: 0.0423, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0496, root_relative_squared_error: 0.1654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9883, kappa: 0.987, kb_relative_information_score: 0.9767, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9883, predictive_accuracy: 0.9883, prior_entropy: 3.3218, recall: 0.9883, relative_absolute_error: 0.0422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0472, root_relative_squared_error: 0.1573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9666, kappa: 0.9628, kb_relative_information_score: 0.9539, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9668, predictive_accuracy: 0.9665, prior_entropy: 3.3218, recall: 0.9665, relative_absolute_error: 0.0743, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0735, root_relative_squared_error: 0.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9861, kappa: 0.9846, kb_relative_information_score: 0.9742, mean_absolute_error: 0.0085, 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: 0.0472, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0495, root_relative_squared_error: 0.1651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4314, kappa: -0.0019, kb_relative_information_score: 0.0001, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1, prior_entropy: 3.3218, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9883, kappa: 0.987, kb_relative_information_score: 0.9786, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9884, predictive_accuracy: 0.9883, prior_entropy: 3.3218, recall: 0.9883, relative_absolute_error: 0.0373, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.045, root_relative_squared_error: 0.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9867, kappa: 0.9852, kb_relative_information_score: 0.9754, mean_absolute_error: 0.0079, 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: 0.0438, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0495, root_relative_squared_error: 0.1649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9911, kappa: 0.9901, kb_relative_information_score: 0.9822, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9911, predictive_accuracy: 0.9911, prior_entropy: 3.3218, recall: 0.9911, relative_absolute_error: 0.0328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0406, root_relative_squared_error: 0.1352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9487, kappa: 0.9429, kb_relative_information_score: 0.9341, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9492, predictive_accuracy: 0.9486, prior_entropy: 3.3218, recall: 0.9486, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.2977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.7555, kappa: 0.752, kb_relative_information_score: 0.489, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8027, predictive_accuracy: 0.7769, prior_entropy: 3.3218, recall: 0.7769, relative_absolute_error: 0.7309, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.232, root_relative_squared_error: 0.7734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9583, kappa: 0.9516, kb_relative_information_score: 0.9232, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9644, predictive_accuracy: 0.9564, prior_entropy: 3.3218, recall: 0.9564, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.088, root_relative_squared_error: 0.2933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9865, kappa: 0.985, kb_relative_information_score: 0.9765, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9867, predictive_accuracy: 0.9865, prior_entropy: 3.3218, recall: 0.9865, relative_absolute_error: 0.04, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0475, root_relative_squared_error: 0.1583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9877, kappa: 0.9864, kb_relative_information_score: 0.978, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9879, predictive_accuracy: 0.9877, prior_entropy: 3.3218, recall: 0.9877, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0456, root_relative_squared_error: 0.1522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9827, kappa: 0.9808, kb_relative_information_score: 0.9695, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9828, predictive_accuracy: 0.9827, prior_entropy: 3.3218, recall: 0.9827, relative_absolute_error: 0.0542, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0556, root_relative_squared_error: 0.1854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9836, kappa: 0.9816, kb_relative_information_score: 0.9711, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.984, predictive_accuracy: 0.9835, prior_entropy: 3.3218, recall: 0.9835, relative_absolute_error: 0.0466, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0534, root_relative_squared_error: 0.1782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.984, kappa: 0.9822, kb_relative_information_score: 0.9702, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 3.3218, recall: 0.984, relative_absolute_error: 0.0527, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0551, root_relative_squared_error: 0.1837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9886, kappa: 0.9873, kb_relative_information_score: 0.9769, mean_absolute_error: 0.0075, 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: 0.0417, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0469, root_relative_squared_error: 0.1564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9326, f_measure: 0.6789, kappa: 0.6286, kb_relative_information_score: 0.5664, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.7112, predictive_accuracy: 0.6658, prior_entropy: 3.3218, recall: 0.6658, relative_absolute_error: 0.6222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.7384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.992, kappa: 0.9911, kb_relative_information_score: 0.984, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 3.3218, recall: 0.992, relative_absolute_error: 0.0296, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0387, root_relative_squared_error: 0.1291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9883, kappa: 0.987, kb_relative_information_score: 0.9791, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9883, predictive_accuracy: 0.9883, prior_entropy: 3.3218, recall: 0.9883, relative_absolute_error: 0.0368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0445, root_relative_squared_error: 0.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9893, kappa: 0.9881, kb_relative_information_score: 0.9802, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9894, predictive_accuracy: 0.9893, prior_entropy: 3.3218, recall: 0.9893, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.1443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.986, kappa: 0.9844, kb_relative_information_score: 0.9753, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9862, predictive_accuracy: 0.9859, prior_entropy: 3.3218, recall: 0.9859, relative_absolute_error: 0.0414, 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: 0.9734, f_measure: 0.833, kappa: 0.8118, kb_relative_information_score: 0.76, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8396, predictive_accuracy: 0.8306, prior_entropy: 3.3218, recall: 0.8306, relative_absolute_error: 0.3834, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.166, root_relative_squared_error: 0.5534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9817, kappa: 0.9796, kb_relative_information_score: 0.9671, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9817, predictive_accuracy: 0.9817, prior_entropy: 3.3218, recall: 0.9817, relative_absolute_error: 0.0566, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9884, kappa: 0.9871, kb_relative_information_score: 0.9791, mean_absolute_error: 0.0067, 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: 0.0371, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0446, root_relative_squared_error: 0.1486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9661, kappa: 0.961, kb_relative_information_score: 0.9413, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9698, predictive_accuracy: 0.9649, prior_entropy: 3.3218, recall: 0.9649, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0773, root_relative_squared_error: 0.2577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.989, kappa: 0.9877, kb_relative_information_score: 0.9777, mean_absolute_error: 0.0073, 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: 0.0403, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.1538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9848, kappa: 0.983, kb_relative_information_score: 0.9735, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.985, predictive_accuracy: 0.9847, prior_entropy: 3.3218, recall: 0.9847, relative_absolute_error: 0.0437, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.1695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9877, kappa: 0.9864, kb_relative_information_score: 0.9756, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9878, predictive_accuracy: 0.9877, prior_entropy: 3.3218, recall: 0.9877, relative_absolute_error: 0.0441, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0483, root_relative_squared_error: 0.1609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.963, kappa: 0.9573, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9675, predictive_accuracy: 0.9616, prior_entropy: 3.3218, recall: 0.9616, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.2681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9827, kappa: 0.9808, kb_relative_information_score: 0.9682, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9828, predictive_accuracy: 0.9827, prior_entropy: 3.3218, recall: 0.9827, relative_absolute_error: 0.0561, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0569, root_relative_squared_error: 0.1896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 0.9654, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9765, predictive_accuracy: 0.9765, prior_entropy: 3.3218, recall: 0.9765, relative_absolute_error: 0.0587, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9879, kappa: 0.9866, kb_relative_information_score: 0.978, mean_absolute_error: 0.007, 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: 0.039, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0467, root_relative_squared_error: 0.1555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.834, kappa: 0.7866, kb_relative_information_score: 0.6613, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9128, predictive_accuracy: 0.8078, prior_entropy: 3.3218, recall: 0.8078, relative_absolute_error: 0.4413, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.6137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.97, kappa: 0.9658, kb_relative_information_score: 0.9482, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9726, predictive_accuracy: 0.9692, prior_entropy: 3.3218, recall: 0.9692, relative_absolute_error: 0.0758, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.2424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9796, kappa: 0.9771, kb_relative_information_score: 0.9657, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9805, predictive_accuracy: 0.9794, prior_entropy: 3.3218, recall: 0.9794, relative_absolute_error: 0.0536, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0589, root_relative_squared_error: 0.1965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.7539, kappa: 0.7188, kb_relative_information_score: 0.6689, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.7692, predictive_accuracy: 0.747, prior_entropy: 3.3218, recall: 0.747, relative_absolute_error: 0.4844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.6489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.992, kappa: 0.9911, kb_relative_information_score: 0.984, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 3.3218, recall: 0.992, relative_absolute_error: 0.0296, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0387, root_relative_squared_error: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 0.9659, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9761, predictive_accuracy: 0.976, prior_entropy: 3.3218, recall: 0.976, relative_absolute_error: 0.0571, 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: 0.9999, f_measure: 0.9888, kappa: 0.9875, kb_relative_information_score: 0.9788, mean_absolute_error: 0.0068, 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: 0.038, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0449, root_relative_squared_error: 0.1496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9846, kappa: 0.9828, kb_relative_information_score: 0.9731, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9849, predictive_accuracy: 0.9845, prior_entropy: 3.3218, recall: 0.9845, relative_absolute_error: 0.0441, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0513, root_relative_squared_error: 0.1709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9879, kappa: 0.9866, kb_relative_information_score: 0.9752, mean_absolute_error: 0.0081, 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: 0.045, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0487, root_relative_squared_error: 0.1624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9925, kappa: 0.9917, kb_relative_information_score: 0.9846, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9926, predictive_accuracy: 0.9925, prior_entropy: 3.3218, recall: 0.9925, relative_absolute_error: 0.0294, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0371, root_relative_squared_error: 0.1238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9776, kappa: 0.9751, kb_relative_information_score: 0.966, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9776, predictive_accuracy: 0.9776, prior_entropy: 3.3218, recall: 0.9776, relative_absolute_error: 0.0579, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0609, root_relative_squared_error: 0.2031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9876, kappa: 0.9862, kb_relative_information_score: 0.9758, mean_absolute_error: 0.0079, 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: 0.0437, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0484, root_relative_squared_error: 0.1612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9469, f_measure: 0.5391, kappa: 0.5217, kb_relative_information_score: 0.1392, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.6917, predictive_accuracy: 0.5699, prior_entropy: 3.3218, recall: 0.5699, relative_absolute_error: 0.9557, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9883, kappa: 0.987, kb_relative_information_score: 0.9793, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9883, predictive_accuracy: 0.9883, prior_entropy: 3.3218, recall: 0.9883, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0442, root_relative_squared_error: 0.1474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9476, kappa: 0.9415, kb_relative_information_score: 0.9344, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9483, predictive_accuracy: 0.9473, prior_entropy: 3.3218, recall: 0.9473, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9836, kappa: 0.9816, kb_relative_information_score: 0.9706, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.984, predictive_accuracy: 0.9835, prior_entropy: 3.3218, recall: 0.9835, relative_absolute_error: 0.0473, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.054, root_relative_squared_error: 0.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9909, kappa: 0.9899, kb_relative_information_score: 0.9828, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.991, predictive_accuracy: 0.9909, prior_entropy: 3.3218, recall: 0.9909, relative_absolute_error: 0.0315, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0404, root_relative_squared_error: 0.1348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9436, kappa: 0.9348, kb_relative_information_score: 0.8847, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.951, predictive_accuracy: 0.9413, prior_entropy: 3.3218, recall: 0.9413, relative_absolute_error: 0.1576, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.107, root_relative_squared_error: 0.3568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4455, kappa: 0.0034, kb_relative_information_score: 0.0002, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1048, prior_entropy: 3.3218, recall: 0.1048, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9867, kappa: 0.9852, kb_relative_information_score: 0.9754, mean_absolute_error: 0.0079, 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: 0.0441, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0489, root_relative_squared_error: 0.1629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9886, kappa: 0.9873, kb_relative_information_score: 0.9796, mean_absolute_error: 0.0065, 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: 0.0364, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.044, root_relative_squared_error: 0.1465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9842, kappa: 0.9824, kb_relative_information_score: 0.9715, mean_absolute_error: 0.0092, 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: 0.0512, 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: 0.9998, f_measure: 0.987, kappa: 0.9856, kb_relative_information_score: 0.9778, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9872, predictive_accuracy: 0.987, prior_entropy: 3.3218, recall: 0.987, relative_absolute_error: 0.0384, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.046, root_relative_squared_error: 0.1532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.992, kappa: 0.9911, kb_relative_information_score: 0.984, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 3.3218, recall: 0.992, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0388, root_relative_squared_error: 0.1293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.989, kappa: 0.9877, kb_relative_information_score: 0.9795, mean_absolute_error: 0.0067, 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: 0.0371, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0441, root_relative_squared_error: 0.1469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9751, kappa: 0.9723, kb_relative_information_score: 0.9612, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9752, predictive_accuracy: 0.9751, prior_entropy: 3.3218, recall: 0.9751, relative_absolute_error: 0.0644, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0657, root_relative_squared_error: 0.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.482, kappa: 0.0235, kb_relative_information_score: 0.0063, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1203, prior_entropy: 3.3218, recall: 0.1203, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9817, kappa: 0.9796, kb_relative_information_score: 0.9671, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9817, predictive_accuracy: 0.9817, prior_entropy: 3.3218, recall: 0.9817, relative_absolute_error: 0.0566, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.492, kappa: 0.0003, kb_relative_information_score: 0.0061, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.0993, prior_entropy: 3.3218, recall: 0.0993, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9835, kappa: 0.9816, kb_relative_information_score: 0.9693, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9835, predictive_accuracy: 0.9835, prior_entropy: 3.3218, recall: 0.9835, relative_absolute_error: 0.0546, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0557, root_relative_squared_error: 0.1858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9897, kappa: 0.9885, kb_relative_information_score: 0.9792, mean_absolute_error: 0.0069, 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: 0.0384, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0441, root_relative_squared_error: 0.1471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6608, kappa: 0.1034, kb_relative_information_score: 0.0181, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.18, number_of_instances: 5620, predictive_accuracy: 0.1945, prior_entropy: 3.3218, recall: 0.1945, relative_absolute_error: 0.993, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.9945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.989, kappa: 0.9877, kb_relative_information_score: 0.9788, mean_absolute_error: 0.0068, 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: 0.038, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0449, root_relative_squared_error: 0.1496,

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