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: 0.9792, kappa: 0.886, kb_relative_information_score: 619.6798, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.896, prior_entropy: 3.8572, recall: 0.896, relative_absolute_error: 0.1307, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, kappa: 0.8812, kb_relative_information_score: 616.0928, 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: 0.1505, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.4136,
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: 0.9842, kappa: 0.8178, kb_relative_information_score: 590.9594, 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: 0.2264, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.4841,
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: 0.985, f_measure: 0.9003, kappa: 0.8955, kb_relative_information_score: 627.2674, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9006, predictive_accuracy: 0.9048, prior_entropy: 3.8572, recall: 0.9048, relative_absolute_error: 0.1188, 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: 0.9787, 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: 0.9792, kappa: 0.8231, kb_relative_information_score: 583.9566, 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: 0.2293, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, kappa: 0.8263, kb_relative_information_score: 584.0429, 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: 0.2291, 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: 0.9771, f_measure: 0.9073, kappa: 0.9003, kb_relative_information_score: 625.8248, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9096, predictive_accuracy: 0.9092, prior_entropy: 3.8572, recall: 0.9092, relative_absolute_error: 0.1132, 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: 0.9836, kappa: 0.8796, kb_relative_information_score: 611.2664, 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: 0.1532, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.091, root_relative_squared_error: 0.4151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, kappa: 0.8844, kb_relative_information_score: 613.7206, 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: 0.1479, 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: 0.9792, kappa: 0.8327, kb_relative_information_score: 584.7234, 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: 0.2264, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.4971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, kappa: 0.8859, kb_relative_information_score: 620.2856, 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: 0.1403, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.4028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, kappa: 0.8643, kb_relative_information_score: 604.9622, 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: 0.1854, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.4442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, kappa: 0.8812, kb_relative_information_score: 616.6864, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8917, prior_entropy: 3.8572, recall: 0.8917, relative_absolute_error: 0.1428, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.4032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9045, kappa: 0.8972, kb_relative_information_score: 628.9332, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9057, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.1128, 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: 0.9793, kappa: 0.8263, kb_relative_information_score: 584.0973, 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: 0.1094, root_relative_squared_error: 0.4994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, kappa: 0.878, kb_relative_information_score: 615.6513, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.1507, 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: 0.9786, kappa: 0.7288, kb_relative_information_score: 550.4061, 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: 0.3422, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.5917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, kappa: 0.8641, kb_relative_information_score: 607.2402, 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: 0.0967, root_relative_squared_error: 0.4414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, kappa: 0.8763, kb_relative_information_score: 616.4831, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1501, 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: 0.9826, 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: 0.9771, f_measure: 0.8935, kappa: 0.8859, kb_relative_information_score: 620.2732, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8963, predictive_accuracy: 0.896, prior_entropy: 3.8572, recall: 0.896, relative_absolute_error: 0.133, 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: 0.9816, f_measure: 0.8919, kappa: 0.8844, kb_relative_information_score: 620.0699, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8933, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.1362, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, kappa: 0.8796, kb_relative_information_score: 615.3351, 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: 0.1525, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9064, kappa: 0.8988, kb_relative_information_score: 626.4207, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.91, predictive_accuracy: 0.9078, prior_entropy: 3.8572, recall: 0.9078, relative_absolute_error: 0.1079, 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: 0.9824, kappa: 0.8828, kb_relative_information_score: 612.2331, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0904, root_relative_squared_error: 0.4125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, kappa: 0.8762, kb_relative_information_score: 606.702, 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: 0.163, 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: 0.9804, kappa: 0.8617, kb_relative_information_score: 594.3755, 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: 0.199, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4655,
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: 0.9814, 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: 0.9853, 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: 0.9793, 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: 0.9846, kappa: 0.8356, kb_relative_information_score: 595.1567, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8492, prior_entropy: 3.8572, recall: 0.8492, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1047, root_relative_squared_error: 0.4777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, kappa: 0.8844, kb_relative_information_score: 613.7221, 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: 0.1478, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.4092,
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: 0.9874, kappa: 0.8626, kb_relative_information_score: 605.6331, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1843, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.4448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, kappa: 0.8641, kb_relative_information_score: 607.293, 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: 0.1789, 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: 0.9861, f_measure: 0.9085, kappa: 0.9004, kb_relative_information_score: 627.1238, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9092, predictive_accuracy: 0.9092, prior_entropy: 3.8572, recall: 0.9092, relative_absolute_error: 0.1211, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.3776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, kappa: 0.8747, kb_relative_information_score: 615.2168, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8858, prior_entropy: 3.8572, recall: 0.8858, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.4162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, kappa: 0.8844, kb_relative_information_score: 614.5104, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.4081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, kappa: 0.7303, kb_relative_information_score: 560.2537, 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: 0.1251, root_relative_squared_error: 0.5707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9212, kappa: 0.9149, kb_relative_information_score: 633.7102, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9239, predictive_accuracy: 0.9224, prior_entropy: 3.8572, recall: 0.9224, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.3642,
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: 0.9798, kappa: 0.8295, kb_relative_information_score: 584.33, 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: 0.4982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9142, kappa: 0.9069, kb_relative_information_score: 633.6761, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9153, predictive_accuracy: 0.9151, prior_entropy: 3.8572, recall: 0.9151, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.3867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, kappa: 0.8611, kb_relative_information_score: 603.7724, 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: 0.1857, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.4481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.8796, kb_relative_information_score: 611.2922, 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: 0.1531, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.091, root_relative_squared_error: 0.4151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, kappa: 0.8119, kb_relative_information_score: 581.2376, 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: 0.2359, 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: 0.972, f_measure: 0.9027, kappa: 0.894, kb_relative_information_score: 630.3066, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9036, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.4006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, kappa: 0.8763, kb_relative_information_score: 616.491, 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: 0.1503, 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: 0.9865, kappa: 0.8972, kb_relative_information_score: 626.8242, 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: 0.1259, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.3916,
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: 0.9843, kappa: 0.8796, kb_relative_information_score: 611.2179, 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: 0.0909, root_relative_squared_error: 0.4147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9171, kappa: 0.9101, kb_relative_information_score: 639.32, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.917, predictive_accuracy: 0.918, prior_entropy: 3.8572, recall: 0.918, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.3575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, kappa: 0.865, kb_relative_information_score: 601.9098, 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: 0.1789, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.4385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, kappa: 0.865, kb_relative_information_score: 597.0515, 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: 0.1925, 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: 0.9811, kappa: 0.8119, kb_relative_information_score: 580.9355, 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: 0.2364, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.8885, kappa: 0.8811, kb_relative_information_score: 618.6551, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.89, predictive_accuracy: 0.8917, prior_entropy: 3.8572, recall: 0.8917, relative_absolute_error: 0.1383, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.4131,
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: 0.9772, kappa: 0.8939, kb_relative_information_score: 620.7263, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.4076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, kappa: 0.8764, kb_relative_information_score: 617.1874, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1397, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.4095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.928, kappa: 0.9213, kb_relative_information_score: 639.2128, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9281, predictive_accuracy: 0.9283, prior_entropy: 3.8572, recall: 0.9283, relative_absolute_error: 0.0775, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.3773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, kappa: 0.8796, kb_relative_information_score: 611.2196, 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: 0.0909, root_relative_squared_error: 0.4147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9063, kappa: 0.8988, kb_relative_information_score: 629.7852, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9081, predictive_accuracy: 0.9078, prior_entropy: 3.8572, recall: 0.9078, relative_absolute_error: 0.1156, 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: 0.9842, 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: 0.9792, kappa: 0.8231, kb_relative_information_score: 583.9087, 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: 0.2295, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.4998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, kappa: 0.8796, kb_relative_information_score: 614.5706, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.4133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9086, kappa: 0.9004, kb_relative_information_score: 631.0409, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.909, predictive_accuracy: 0.9092, prior_entropy: 3.8572, recall: 0.9092, relative_absolute_error: 0.1103, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.3793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, kappa: 0.8829, kb_relative_information_score: 615.3171, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.4055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, kappa: 0.8643, kb_relative_information_score: 604.9971, 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: 0.1853, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0972, root_relative_squared_error: 0.4438,
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: 0.98, f_measure: 0.9042, kappa: 0.8956, kb_relative_information_score: 631.4052, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9049, predictive_accuracy: 0.9048, prior_entropy: 3.8572, recall: 0.9048, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.3842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, kappa: 0.8779, kb_relative_information_score: 619.3424, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.1416, 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: 0.9826, kappa: 0.8119, kb_relative_information_score: 581.2063, 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: 0.1095, root_relative_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, kappa: 0.865, kb_relative_information_score: 597.0742, 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: 0.9723, 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: 0.9844, kappa: 0.8179, kb_relative_information_score: 590.9908, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8331, prior_entropy: 3.8572, recall: 0.8331, relative_absolute_error: 0.2211, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1062, root_relative_squared_error: 0.4846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, kappa: 0.8955, kb_relative_information_score: 621.0704, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9048, prior_entropy: 3.8572, recall: 0.9048, relative_absolute_error: 0.1269, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0887, root_relative_squared_error: 0.4049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, kappa: 0.8926, kb_relative_information_score: 626.6623, 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: 0.0864, root_relative_squared_error: 0.3941,
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: 0.9836, kappa: 0.8796, kb_relative_information_score: 611.2422, 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: 0.091, root_relative_squared_error: 0.4152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, kappa: 0.8796, kb_relative_information_score: 611.3339, 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: 0.0908, root_relative_squared_error: 0.4145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, kappa: 0.8641, kb_relative_information_score: 606.791, 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: 0.1796, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0971, root_relative_squared_error: 0.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, kappa: 0.865, kb_relative_information_score: 597.0484, 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: 0.1925, 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: 0.982, kappa: 0.8762, kb_relative_information_score: 606.7216, 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: 0.9842, f_measure: 0.9022, kappa: 0.8955, kb_relative_information_score: 630.2058, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9037, predictive_accuracy: 0.9048, prior_entropy: 3.8572, recall: 0.9048, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0841, root_relative_squared_error: 0.3838,
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: 0.9843, kappa: 0.894, kb_relative_information_score: 619.1829, 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: 0.136, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.3986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, kappa: 0.865, kb_relative_information_score: 597.0257, 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: 0.1926, 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: 0.9853, kappa: 0.883, kb_relative_information_score: 619.85, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1432, 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: 0.9834, f_measure: 0.896, kappa: 0.8907, kb_relative_information_score: 618.8498, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8946, predictive_accuracy: 0.9004, prior_entropy: 3.8572, recall: 0.9004, relative_absolute_error: 0.1361, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.3982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, kappa: 0.8626, kb_relative_information_score: 605.2524, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1846, 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: 0.9835, f_measure: 0.9003, kappa: 0.8971, kb_relative_information_score: 620.0488, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8984, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.3935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, kappa: 0.8617, kb_relative_information_score: 594.5341, 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: 0.102, root_relative_squared_error: 0.4655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, kappa: 0.8579, kb_relative_information_score: 603.4552, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8697, prior_entropy: 3.8572, recall: 0.8697, relative_absolute_error: 0.1871, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.4481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, kappa: 0.8556, kb_relative_information_score: 610.434, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8682, prior_entropy: 3.8572, recall: 0.8682, relative_absolute_error: 0.1656, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0942, root_relative_squared_error: 0.4297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9006, kappa: 0.894, kb_relative_information_score: 629.4158, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9017, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.3847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.909, kappa: 0.9005, kb_relative_information_score: 631.8384, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9098, predictive_accuracy: 0.9092, prior_entropy: 3.8572, recall: 0.9092, relative_absolute_error: 0.1057, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0836, root_relative_squared_error: 0.3817,

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