OpenML
Supervised Classification on soybean

Supervised Classification on soybean

Task 41 Supervised Classification soybean 16132 runs submitted
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  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_70 under100k under1m
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16132 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, kappa: 0.8617, kb_relative_information_score: 594.5042, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1984, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.4647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, kappa: 0.8162, kb_relative_information_score: 589.6557, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8316, prior_entropy: 3.8572, recall: 0.8316, relative_absolute_error: 0.2279, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.4871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, kappa: 0.8747, kb_relative_information_score: 616.3521, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8858, prior_entropy: 3.8572, recall: 0.8858, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.4118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, kappa: 0.8795, kb_relative_information_score: 609.4866, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.4213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, kappa: 0.8178, kb_relative_information_score: 590.9796, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8331, prior_entropy: 3.8572, recall: 0.8331, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.106, root_relative_squared_error: 0.4837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, kappa: 0.7318, kb_relative_information_score: 559.7339, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7555, prior_entropy: 3.8572, recall: 0.7555, relative_absolute_error: 0.3128, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.125, root_relative_squared_error: 0.5703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, kappa: 0.8162, kb_relative_information_score: 589.6557, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8316, prior_entropy: 3.8572, recall: 0.8316, relative_absolute_error: 0.2279, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.4871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, kappa: 0.8747, kb_relative_information_score: 616.688, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8858, prior_entropy: 3.8572, recall: 0.8858, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.4117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, kappa: 0.7303, kb_relative_information_score: 560.1835, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.754, prior_entropy: 3.8572, recall: 0.754, relative_absolute_error: 0.3113, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.5709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, kappa: 0.8763, kb_relative_information_score: 615.4716, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1514, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.4156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.8796, kb_relative_information_score: 611.2164, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1534, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.091, root_relative_squared_error: 0.4152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, kappa: 0.8762, kb_relative_information_score: 606.7278, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1629, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.4275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, kappa: 0.8579, kb_relative_information_score: 603.9423, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8697, prior_entropy: 3.8572, recall: 0.8697, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.4462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.8975, kappa: 0.8939, kb_relative_information_score: 619.0215, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8947, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0875, root_relative_squared_error: 0.3992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9117, kappa: 0.9036, kb_relative_information_score: 634.3268, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9123, predictive_accuracy: 0.9122, prior_entropy: 3.8572, recall: 0.9122, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.3929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.8796, kb_relative_information_score: 611.3566, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, kappa: 0.8119, kb_relative_information_score: 581.2139, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8287, prior_entropy: 3.8572, recall: 0.8287, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.5003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, kappa: 0.8211, kb_relative_information_score: 591.0745, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.836, prior_entropy: 3.8572, recall: 0.836, relative_absolute_error: 0.2209, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.4842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, kappa: 0.8827, kb_relative_information_score: 620.6064, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1393, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, kappa: 0.8611, kb_relative_information_score: 604.2423, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8726, prior_entropy: 3.8572, recall: 0.8726, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.4458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, kappa: 0.865, kb_relative_information_score: 601.9762, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1786, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.4389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, kappa: 0.6938, kb_relative_information_score: 532.0951, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7189, prior_entropy: 3.8572, recall: 0.7189, relative_absolute_error: 0.3838, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.6281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, kappa: 0.8556, kb_relative_information_score: 610.9653, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8682, prior_entropy: 3.8572, recall: 0.8682, relative_absolute_error: 0.1644, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.4277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, kappa: 0.8178, kb_relative_information_score: 590.9796, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8331, prior_entropy: 3.8572, recall: 0.8331, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.106, root_relative_squared_error: 0.4837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, kappa: 0.8812, kb_relative_information_score: 615.8183, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8917, prior_entropy: 3.8572, recall: 0.8917, relative_absolute_error: 0.1507, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.4146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, kappa: 0.8625, kb_relative_information_score: 605.999, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1803, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.4446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, kappa: 0.8844, kb_relative_information_score: 619.5524, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.1409, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.4023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, kappa: 0.8908, kb_relative_information_score: 617.3107, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9004, prior_entropy: 3.8572, recall: 0.9004, relative_absolute_error: 0.1395, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0884, root_relative_squared_error: 0.4036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, kappa: 0.7288, kb_relative_information_score: 550.3736, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7511, prior_entropy: 3.8572, recall: 0.7511, relative_absolute_error: 0.3423, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.5921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9075, kappa: 0.9003, kb_relative_information_score: 625.4837, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9093, predictive_accuracy: 0.9092, prior_entropy: 3.8572, recall: 0.9092, relative_absolute_error: 0.1129, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.3956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, kappa: 0.8579, kb_relative_information_score: 603.7993, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8697, prior_entropy: 3.8572, recall: 0.8697, relative_absolute_error: 0.1867, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.4464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.8936, kappa: 0.8859, kb_relative_information_score: 619.9285, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.896, predictive_accuracy: 0.896, prior_entropy: 3.8572, recall: 0.896, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, kappa: 0.8563, kb_relative_information_score: 602.0631, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8682, prior_entropy: 3.8572, recall: 0.8682, relative_absolute_error: 0.1887, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0991, root_relative_squared_error: 0.4522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, kappa: 0.8643, kb_relative_information_score: 605.0548, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.1851, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0972, root_relative_squared_error: 0.4437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, kappa: 0.8875, kb_relative_information_score: 617.8082, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8975, prior_entropy: 3.8572, recall: 0.8975, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, kappa: 0.8971, kb_relative_information_score: 623.0644, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.3957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, kappa: 0.8617, kb_relative_information_score: 594.4259, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1988, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1021, root_relative_squared_error: 0.4659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.9025, kappa: 0.894, kb_relative_information_score: 629.0024, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9034, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1039, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, kappa: 0.843, kb_relative_information_score: 604.3994, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8565, prior_entropy: 3.8572, recall: 0.8565, relative_absolute_error: 0.1827, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.4504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9211, kappa: 0.9149, kb_relative_information_score: 633.4259, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9244, predictive_accuracy: 0.9224, prior_entropy: 3.8572, recall: 0.9224, relative_absolute_error: 0.0938, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.3681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, kappa: 0.865, kb_relative_information_score: 597.0756, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9058, kappa: 0.8972, kb_relative_information_score: 631.3095, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9064, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.1052, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.3825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, kappa: 0.8764, kb_relative_information_score: 612.9446, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.147, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, kappa: 0.8798, kb_relative_information_score: 615.0566, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1545, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, kappa: 0.8445, kb_relative_information_score: 605.3459, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.858, prior_entropy: 3.8572, recall: 0.858, relative_absolute_error: 0.1817, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.4469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9075, kappa: 0.8988, kb_relative_information_score: 626.1278, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9084, predictive_accuracy: 0.9078, prior_entropy: 3.8572, recall: 0.9078, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.3821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, kappa: 0.8732, kb_relative_information_score: 615.3434, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8843, prior_entropy: 3.8572, recall: 0.8843, relative_absolute_error: 0.1409, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.4178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.8937, kappa: 0.8876, kb_relative_information_score: 620.5309, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8996, predictive_accuracy: 0.8975, prior_entropy: 3.8572, recall: 0.8975, relative_absolute_error: 0.136, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0892, root_relative_squared_error: 0.4069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, kappa: 0.8119, kb_relative_information_score: 581.2099, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8287, prior_entropy: 3.8572, recall: 0.8287, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.5002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8829, kappa: 0.8762, kb_relative_information_score: 619.224, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8845, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1356, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.909, kappa: 0.9019, kb_relative_information_score: 624.4197, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9116, predictive_accuracy: 0.9107, prior_entropy: 3.8572, recall: 0.9107, relative_absolute_error: 0.118, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.3938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, kappa: 0.6938, kb_relative_information_score: 532.0951, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7189, prior_entropy: 3.8572, recall: 0.7189, relative_absolute_error: 0.3838, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.6281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, kappa: 0.8811, kb_relative_information_score: 618.4891, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8917, prior_entropy: 3.8572, recall: 0.8917, relative_absolute_error: 0.1338, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.4091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.9217, kappa: 0.9149, kb_relative_information_score: 631.0954, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9228, predictive_accuracy: 0.9224, prior_entropy: 3.8572, recall: 0.9224, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.4056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, kappa: 0.8779, kb_relative_information_score: 615.4038, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.1514, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, kappa: 0.878, kb_relative_information_score: 616.6153, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.1476, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.4181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9045, kappa: 0.8971, kb_relative_information_score: 625.9627, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9055, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.1157, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.3932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9045, kappa: 0.8971, kb_relative_information_score: 626.7692, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9093, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.1054, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.3936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, kappa: 0.8859, kb_relative_information_score: 620.3752, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.896, prior_entropy: 3.8572, recall: 0.896, relative_absolute_error: 0.1408, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0881, root_relative_squared_error: 0.4019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, kappa: 0.8811, kb_relative_information_score: 619.1117, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8917, prior_entropy: 3.8572, recall: 0.8917, relative_absolute_error: 0.1408, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.4138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, kappa: 0.8327, kb_relative_information_score: 584.8467, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8477, prior_entropy: 3.8572, recall: 0.8477, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.4966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, kappa: 0.8844, kb_relative_information_score: 613.7511, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.1477, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.4087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9093, kappa: 0.902, kb_relative_information_score: 627.5395, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9128, predictive_accuracy: 0.9107, prior_entropy: 3.8572, recall: 0.9107, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0841, root_relative_squared_error: 0.3837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, kappa: 0.6938, kb_relative_information_score: 532.1467, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7189, prior_entropy: 3.8572, recall: 0.7189, relative_absolute_error: 0.3836, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.6275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, kappa: 0.8295, kb_relative_information_score: 584.3453, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8448, prior_entropy: 3.8572, recall: 0.8448, relative_absolute_error: 0.2272, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.4985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, kappa: 0.8762, kb_relative_information_score: 606.6521, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1632, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.4276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, kappa: 0.6938, kb_relative_information_score: 532.1467, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7189, prior_entropy: 3.8572, recall: 0.7189, relative_absolute_error: 0.3836, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.6275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, kappa: 0.865, kb_relative_information_score: 601.9308, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1788, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.4389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, kappa: 0.6938, kb_relative_information_score: 532.1467, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7189, prior_entropy: 3.8572, recall: 0.7189, relative_absolute_error: 0.3836, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.6275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, kappa: 0.8617, kb_relative_information_score: 594.3982, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1989, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1021, root_relative_squared_error: 0.4658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, kappa: 0.8178, kb_relative_information_score: 590.9796, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8331, prior_entropy: 3.8572, recall: 0.8331, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.106, root_relative_squared_error: 0.4837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, kappa: 0.8796, kb_relative_information_score: 611.2437, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.4147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, kappa: 0.8926, kb_relative_information_score: 621.8925, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9019, prior_entropy: 3.8572, recall: 0.9019, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.3899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, kappa: 0.8955, kb_relative_information_score: 627.3694, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9048, prior_entropy: 3.8572, recall: 0.9048, relative_absolute_error: 0.1233, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.085, root_relative_squared_error: 0.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, kappa: 0.8178, kb_relative_information_score: 590.9796, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8331, prior_entropy: 3.8572, recall: 0.8331, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.4834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, kappa: 0.8611, kb_relative_information_score: 604.2423, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8726, prior_entropy: 3.8572, recall: 0.8726, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.4458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.9074, kappa: 0.9003, kb_relative_information_score: 630.7864, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9079, predictive_accuracy: 0.9092, prior_entropy: 3.8572, recall: 0.9092, relative_absolute_error: 0.1113, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0836, root_relative_squared_error: 0.3816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, kappa: 0.8795, kb_relative_information_score: 609.5365, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.4213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, kappa: 0.894, kb_relative_information_score: 625.8111, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1288, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0869, root_relative_squared_error: 0.3966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, kappa: 0.8796, kb_relative_information_score: 611.1937, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.4148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, kappa: 0.8779, kb_relative_information_score: 619.1553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.1403, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.4139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, kappa: 0.8844, kb_relative_information_score: 613.7097, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.1483, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.4089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, kappa: 0.8641, kb_relative_information_score: 606.543, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.1805, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0972, root_relative_squared_error: 0.4436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, kappa: 0.8617, kb_relative_information_score: 594.4437, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1987, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, kappa: 0.894, kb_relative_information_score: 618.0732, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.4013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, kappa: 0.8611, kb_relative_information_score: 604.265, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8726, prior_entropy: 3.8572, recall: 0.8726, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.4462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9085, kappa: 0.9004, kb_relative_information_score: 631.1377, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9093, predictive_accuracy: 0.9092, prior_entropy: 3.8572, recall: 0.9092, relative_absolute_error: 0.1058, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.3849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9041, kappa: 0.8972, kb_relative_information_score: 628.6603, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9051, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.113, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, kappa: 0.8795, kb_relative_information_score: 609.5365, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.4213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, kappa: 0.7318, kb_relative_information_score: 559.7147, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7555, prior_entropy: 3.8572, recall: 0.7555, relative_absolute_error: 0.3129, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.125, root_relative_squared_error: 0.5706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9611, f_measure: 0.9015, kappa: 0.8939, kb_relative_information_score: 621.8195, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.905, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1109, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.4269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, kappa: 0.8892, kb_relative_information_score: 623.4882, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.899, prior_entropy: 3.8572, recall: 0.899, relative_absolute_error: 0.1214, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.3897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, kappa: 0.8446, kb_relative_information_score: 605.4164, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.858, prior_entropy: 3.8572, recall: 0.858, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.098, root_relative_squared_error: 0.4471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, kappa: 0.8579, kb_relative_information_score: 603.8846, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8697, prior_entropy: 3.8572, recall: 0.8697, relative_absolute_error: 0.1863, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.4463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, kappa: 0.8717, kb_relative_information_score: 615.9389, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8829, prior_entropy: 3.8572, recall: 0.8829, relative_absolute_error: 0.153, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, kappa: 0.7288, kb_relative_information_score: 550.3736, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7511, prior_entropy: 3.8572, recall: 0.7511, relative_absolute_error: 0.3423, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.5921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, kappa: 0.8327, kb_relative_information_score: 584.6274, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8477, prior_entropy: 3.8572, recall: 0.8477, relative_absolute_error: 0.2268, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.4967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, kappa: 0.8827, kb_relative_information_score: 620.3791, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1325, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.3996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9146, kappa: 0.9069, kb_relative_information_score: 636.8701, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9152, predictive_accuracy: 0.9151, prior_entropy: 3.8572, recall: 0.9151, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.3665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, kappa: 0.8643, kb_relative_information_score: 605.0198, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.1852, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.4442,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

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

OpenML APIs