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: 0.9831, kappa: 0.8828, kb_relative_information_score: 612.1315, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1508, 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: 0.9874, kappa: 0.8626, kb_relative_information_score: 605.8376, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1835, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.4445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, kappa: 0.865, kb_relative_information_score: 597.0983, 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: 0.1923, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.4534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, kappa: 0.7319, kb_relative_information_score: 559.4104, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7555, prior_entropy: 3.8572, recall: 0.7555, relative_absolute_error: 0.3119, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, kappa: 0.8908, kb_relative_information_score: 617.2539, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9004, prior_entropy: 3.8572, recall: 0.9004, relative_absolute_error: 0.1404, 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: 0.9837, kappa: 0.865, kb_relative_information_score: 601.952, 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: 0.1787, 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: 0.9843, kappa: 0.8958, kb_relative_information_score: 625.6405, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9048, prior_entropy: 3.8572, recall: 0.9048, relative_absolute_error: 0.118, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, kappa: 0.8295, kb_relative_information_score: 584.2985, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8448, prior_entropy: 3.8572, recall: 0.8448, relative_absolute_error: 0.2274, 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: 0.9815, kappa: 0.7303, kb_relative_information_score: 560.2334, 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: 0.3112, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.5708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.8877, kappa: 0.8826, kb_relative_information_score: 620.2288, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8883, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.136, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.8876, kb_relative_information_score: 618.298, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8975, prior_entropy: 3.8572, recall: 0.8975, relative_absolute_error: 0.1371, 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: 0.9805, f_measure: 0.9234, kappa: 0.9165, kb_relative_information_score: 639.6693, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9234, predictive_accuracy: 0.9239, prior_entropy: 3.8572, recall: 0.9239, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0779, root_relative_squared_error: 0.3554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, kappa: 0.8327, kb_relative_information_score: 584.6979, 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: 0.2265, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.4968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, kappa: 0.8844, kb_relative_information_score: 613.7674, 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: 0.4092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.8991, kappa: 0.8923, kb_relative_information_score: 626.6048, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9009, predictive_accuracy: 0.9019, prior_entropy: 3.8572, recall: 0.9019, relative_absolute_error: 0.1169, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0868, root_relative_squared_error: 0.3959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, kappa: 0.8572, kb_relative_information_score: 611.5545, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8697, prior_entropy: 3.8572, recall: 0.8697, relative_absolute_error: 0.164, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9064, kappa: 0.8972, kb_relative_information_score: 624.8686, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9079, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.1258, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0841, root_relative_squared_error: 0.3836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, kappa: 0.8295, kb_relative_information_score: 584.2786, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8448, prior_entropy: 3.8572, recall: 0.8448, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.4982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, kappa: 0.8762, kb_relative_information_score: 606.6294, 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: 0.1633, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.4272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9087, kappa: 0.9004, kb_relative_information_score: 626.6933, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9095, predictive_accuracy: 0.9092, prior_entropy: 3.8572, recall: 0.9092, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.083, root_relative_squared_error: 0.3788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, kappa: 0.8908, kb_relative_information_score: 619.72, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9004, prior_entropy: 3.8572, recall: 0.9004, relative_absolute_error: 0.1347, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.3958,
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: 0.9797, 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: 0.988, kappa: 0.8445, kb_relative_information_score: 605.6302, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.858, prior_entropy: 3.8572, recall: 0.858, relative_absolute_error: 0.1807, 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: 0.9826, 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: 0.9863, kappa: 0.8795, kb_relative_information_score: 619.5384, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1426, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.4114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, kappa: 0.7318, kb_relative_information_score: 559.6934, 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: 0.313, 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: 0.9564, f_measure: 0.917, kappa: 0.91, kb_relative_information_score: 627.3846, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9172, predictive_accuracy: 0.918, prior_entropy: 3.8572, recall: 0.918, relative_absolute_error: 0.093, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.4192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, kappa: 0.8556, kb_relative_information_score: 610.96, 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: 0.1645, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.4272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, kappa: 0.8764, kb_relative_information_score: 613.0405, 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: 0.1466, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.4228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, kappa: 0.7319, kb_relative_information_score: 559.4104, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7555, prior_entropy: 3.8572, recall: 0.7555, relative_absolute_error: 0.3119, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.572,
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: 0.9858, kappa: 0.843, kb_relative_information_score: 603.7023, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8565, prior_entropy: 3.8572, recall: 0.8565, relative_absolute_error: 0.1842, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.4526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, kappa: 0.8295, kb_relative_information_score: 584.214, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8448, prior_entropy: 3.8572, recall: 0.8448, relative_absolute_error: 0.2278, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.4989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, kappa: 0.8617, kb_relative_information_score: 594.5483, 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: 0.1983, 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: 0.9875, 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: 0.9835, f_measure: 0.9255, kappa: 0.9197, kb_relative_information_score: 634.597, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9289, predictive_accuracy: 0.9268, prior_entropy: 3.8572, recall: 0.9268, relative_absolute_error: 0.0946, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0782, root_relative_squared_error: 0.3568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, kappa: 0.8829, kb_relative_information_score: 612.2884, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1511, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8975, kappa: 0.8939, kb_relative_information_score: 618.5164, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8949, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1361, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0875, root_relative_squared_error: 0.3995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9178, kappa: 0.9101, kb_relative_information_score: 628.0575, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9183, predictive_accuracy: 0.918, prior_entropy: 3.8572, recall: 0.918, relative_absolute_error: 0.0898, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0925, root_relative_squared_error: 0.4221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, kappa: 0.8732, kb_relative_information_score: 614.9613, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8843, prior_entropy: 3.8572, recall: 0.8843, relative_absolute_error: 0.1414, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.4189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, kappa: 0.7318, kb_relative_information_score: 559.6934, 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: 0.313, 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: 0.9843, kappa: 0.8178, kb_relative_information_score: 590.9338, 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: 0.2265, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1062, root_relative_squared_error: 0.4849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, kappa: 0.7303, kb_relative_information_score: 560.2601, 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: 0.3111, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.125, root_relative_squared_error: 0.5705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.8178, kb_relative_information_score: 590.5897, 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: 0.227, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.4865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, kappa: 0.8747, kb_relative_information_score: 616.521, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8858, prior_entropy: 3.8572, recall: 0.8858, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0904, root_relative_squared_error: 0.4124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, kappa: 0.7303, kb_relative_information_score: 560.2143, 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: 0.5708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, kappa: 0.865, kb_relative_information_score: 597.0725, 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: 0.4534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9142, kappa: 0.9068, kb_relative_information_score: 632.6019, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9147, predictive_accuracy: 0.9151, prior_entropy: 3.8572, recall: 0.9151, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0817, root_relative_squared_error: 0.3731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, kappa: 0.843, kb_relative_information_score: 604.2971, 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: 0.183, 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: 0.9853, kappa: 0.8324, kb_relative_information_score: 595.0552, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8463, prior_entropy: 3.8572, recall: 0.8463, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1046, root_relative_squared_error: 0.4774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, kappa: 0.8733, kb_relative_information_score: 615.9936, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8843, prior_entropy: 3.8572, recall: 0.8843, relative_absolute_error: 0.1539, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.424,
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: 0.9787, 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: 0.9836, kappa: 0.8796, kb_relative_information_score: 611.3324, 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: 0.153, 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: 0.9874, kappa: 0.8446, kb_relative_information_score: 605.621, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.858, prior_entropy: 3.8572, recall: 0.858, relative_absolute_error: 0.1814, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.4468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, kappa: 0.7288, kb_relative_information_score: 550.4253, 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: 0.3421, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.5914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, kappa: 0.8643, kb_relative_information_score: 604.6076, 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: 0.1856, 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: 0.9845, f_measure: 0.9246, kappa: 0.9181, kb_relative_information_score: 643.2201, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9245, predictive_accuracy: 0.9253, prior_entropy: 3.8572, recall: 0.9253, relative_absolute_error: 0.0837, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0752, root_relative_squared_error: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9118, kappa: 0.9052, kb_relative_information_score: 637.477, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9132, predictive_accuracy: 0.9136, prior_entropy: 3.8572, recall: 0.9136, relative_absolute_error: 0.0984, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.078, root_relative_squared_error: 0.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, kappa: 0.8829, kb_relative_information_score: 614.8093, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1474, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.4068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, kappa: 0.8617, kb_relative_information_score: 594.4638, 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: 0.1986, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.917, kappa: 0.91, kb_relative_information_score: 633.9881, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9179, predictive_accuracy: 0.918, prior_entropy: 3.8572, recall: 0.918, relative_absolute_error: 0.0969, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.3805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, kappa: 0.886, kb_relative_information_score: 622.293, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.896, prior_entropy: 3.8572, recall: 0.896, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, kappa: 0.8429, kb_relative_information_score: 603.859, 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: 0.1829, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.4525,
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: 0.9843, kappa: 0.8796, kb_relative_information_score: 611.2454, 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: 0.9815, kappa: 0.7303, kb_relative_information_score: 560.2601, 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: 0.3111, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.125, root_relative_squared_error: 0.5705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, kappa: 0.894, kb_relative_information_score: 623.566, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1204, 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: 0.9876, kappa: 0.878, kb_relative_information_score: 621.6554, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.1345, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.3946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9028, kappa: 0.8955, kb_relative_information_score: 625.6792, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9041, predictive_accuracy: 0.9048, prior_entropy: 3.8572, recall: 0.9048, relative_absolute_error: 0.1161, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.3941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, kappa: 0.8843, kb_relative_information_score: 619.8772, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.1379, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.089, root_relative_squared_error: 0.4064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9266, kappa: 0.9197, kb_relative_information_score: 638.4908, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.927, predictive_accuracy: 0.9268, prior_entropy: 3.8572, recall: 0.9268, relative_absolute_error: 0.0799, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.3846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.9042, kappa: 0.8971, kb_relative_information_score: 625.8505, mean_absolute_error: 0.0111, 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: 0.1159, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.3943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, kappa: 0.7318, kb_relative_information_score: 559.7329, 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: 0.5706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, kappa: 0.8843, kb_relative_information_score: 617.9429, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.1436, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.4083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, kappa: 0.8263, kb_relative_information_score: 584.0602, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8419, prior_entropy: 3.8572, recall: 0.8419, relative_absolute_error: 0.229, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.4997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, kappa: 0.8763, kb_relative_information_score: 617.0606, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1491, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.09, root_relative_squared_error: 0.4107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, kappa: 0.8179, kb_relative_information_score: 590.9449, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8331, prior_entropy: 3.8572, recall: 0.8331, relative_absolute_error: 0.2213, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.4857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.8961, kappa: 0.8875, kb_relative_information_score: 622.3062, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8978, predictive_accuracy: 0.8975, prior_entropy: 3.8572, recall: 0.8975, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.4204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, kappa: 0.8811, kb_relative_information_score: 616.4243, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8917, prior_entropy: 3.8572, recall: 0.8917, relative_absolute_error: 0.1446, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, kappa: 0.8795, kb_relative_information_score: 609.5138, 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: 0.1569, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.4208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, kappa: 0.8617, kb_relative_information_score: 594.4423, 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: 0.1021, root_relative_squared_error: 0.4658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, kappa: 0.8231, kb_relative_information_score: 583.9337, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8389, prior_entropy: 3.8572, recall: 0.8389, relative_absolute_error: 0.2294, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.5004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, kappa: 0.865, kb_relative_information_score: 601.952, 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: 0.1787, 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: 0.9853, kappa: 0.859, kb_relative_information_score: 609.243, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8712, prior_entropy: 3.8572, recall: 0.8712, relative_absolute_error: 0.1673, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.4342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, kappa: 0.8572, kb_relative_information_score: 611.3499, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8697, prior_entropy: 3.8572, recall: 0.8697, relative_absolute_error: 0.1648, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.4263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, kappa: 0.8763, kb_relative_information_score: 618.7256, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1421, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, kappa: 0.8588, kb_relative_information_score: 611.5973, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8712, prior_entropy: 3.8572, recall: 0.8712, relative_absolute_error: 0.1649, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.4256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.9168, kappa: 0.9101, kb_relative_information_score: 632.4448, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9198, predictive_accuracy: 0.918, prior_entropy: 3.8572, recall: 0.918, relative_absolute_error: 0.0932, 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: 0.9717, 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: 0.9888, kappa: 0.8641, kb_relative_information_score: 607.2175, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.179, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0966, root_relative_squared_error: 0.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9057, kappa: 0.8972, kb_relative_information_score: 634.0062, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.907, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.0974, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0835, root_relative_squared_error: 0.3812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.8908, kb_relative_information_score: 617.2276, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9004, prior_entropy: 3.8572, recall: 0.9004, relative_absolute_error: 0.1407, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.4014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, kappa: 0.8779, kb_relative_information_score: 616.5972, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.4114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, kappa: 0.7303, kb_relative_information_score: 560.2143, 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: 0.5708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9072, kappa: 0.8988, kb_relative_information_score: 627.274, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9079, predictive_accuracy: 0.9078, prior_entropy: 3.8572, recall: 0.9078, relative_absolute_error: 0.1215, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.3782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, kappa: 0.8324, kb_relative_information_score: 595.0552, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8463, prior_entropy: 3.8572, recall: 0.8463, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1046, root_relative_squared_error: 0.4774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, kappa: 0.8119, kb_relative_information_score: 580.9556, 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: 0.2363, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.5005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, kappa: 0.8231, kb_relative_information_score: 584.022, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8389, prior_entropy: 3.8572, recall: 0.8389, relative_absolute_error: 0.2291, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.4996,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs