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: 0.9853, f_measure: 0.9075, kappa: 0.8988, kb_relative_information_score: 626.7435, 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: 0.1223, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0832, root_relative_squared_error: 0.3798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, kappa: 0.7318, kb_relative_information_score: 559.7137, 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: 0.9834, kappa: 0.8844, kb_relative_information_score: 613.7112, 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: 0.0895, root_relative_squared_error: 0.4084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, kappa: 0.8231, kb_relative_information_score: 583.9869, 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: 0.1096, root_relative_squared_error: 0.5004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, kappa: 0.7351, kb_relative_information_score: 559.9167, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7584, prior_entropy: 3.8572, recall: 0.7584, relative_absolute_error: 0.3125, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.5698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, kappa: 0.8556, kb_relative_information_score: 610.9873, 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: 0.4276,
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: 0.977, f_measure: 0.9027, kappa: 0.8955, kb_relative_information_score: 624.1097, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9046, predictive_accuracy: 0.9048, prior_entropy: 3.8572, recall: 0.9048, relative_absolute_error: 0.1175, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.088, root_relative_squared_error: 0.4015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, kappa: 0.8795, kb_relative_information_score: 609.5107, 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: 0.0923, root_relative_squared_error: 0.4213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.928, kappa: 0.9213, kb_relative_information_score: 639.8222, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.928, predictive_accuracy: 0.9283, prior_entropy: 3.8572, recall: 0.9283, relative_absolute_error: 0.0804, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0813, root_relative_squared_error: 0.3711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, kappa: 0.8563, kb_relative_information_score: 602.5607, 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: 0.1879, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0986, root_relative_squared_error: 0.4499,
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: 0.9798, kappa: 0.8295, kb_relative_information_score: 584.3023, 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: 0.4983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9074, kappa: 0.8988, kb_relative_information_score: 633.1427, mean_absolute_error: 0.0102, 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: 0.1057, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.3785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, kappa: 0.8119, kb_relative_information_score: 581.1862, 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: 0.2361, 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: 0.9778, kappa: 0.8263, kb_relative_information_score: 583.9306, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8419, prior_entropy: 3.8572, recall: 0.8419, relative_absolute_error: 0.2295, 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: 0.9862, kappa: 0.8814, kb_relative_information_score: 616.7119, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8917, prior_entropy: 3.8572, recall: 0.8917, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0885, root_relative_squared_error: 0.4041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, kappa: 0.8844, kb_relative_information_score: 613.7433, 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: 0.9813, 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: 0.9852, f_measure: 0.906, kappa: 0.8972, kb_relative_information_score: 626.0914, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9073, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.1231, 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: 0.9836, 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: 0.9801, kappa: 0.894, kb_relative_information_score: 623.5083, 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: 0.1206, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.3981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, kappa: 0.8263, kb_relative_information_score: 584.0566, 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: 0.982, f_measure: 0.8869, kappa: 0.8795, kb_relative_information_score: 618.8265, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8873, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.4121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, kappa: 0.8795, kb_relative_information_score: 618.3385, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.09, root_relative_squared_error: 0.4108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.8968, kappa: 0.8923, kb_relative_information_score: 618.9129, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8948, predictive_accuracy: 0.9019, prior_entropy: 3.8572, recall: 0.9019, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.3982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, kappa: 0.8643, kb_relative_information_score: 604.4696, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8755, prior_entropy: 3.8572, recall: 0.8755, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.4461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, kappa: 0.8625, kb_relative_information_score: 605.9369, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1806, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.4443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, kappa: 0.8119, kb_relative_information_score: 581.1658, 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: 0.2362, 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: 0.9805, kappa: 0.8781, kb_relative_information_score: 616.9533, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8887, prior_entropy: 3.8572, recall: 0.8887, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.4094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.8978, kappa: 0.8892, kb_relative_information_score: 629.1163, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8981, predictive_accuracy: 0.899, prior_entropy: 3.8572, recall: 0.899, relative_absolute_error: 0.1052, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0885, root_relative_squared_error: 0.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, kappa: 0.8308, kb_relative_information_score: 593.7312, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8448, prior_entropy: 3.8572, recall: 0.8448, relative_absolute_error: 0.2123, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.4808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, kappa: 0.8295, kb_relative_information_score: 584.369, 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: 0.2271, 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: 0.9832, kappa: 0.7351, kb_relative_information_score: 559.9572, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7584, prior_entropy: 3.8572, recall: 0.7584, relative_absolute_error: 0.3124, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.5695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.9072, kappa: 0.8988, kb_relative_information_score: 632.2567, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9082, predictive_accuracy: 0.9078, prior_entropy: 3.8572, recall: 0.9078, relative_absolute_error: 0.0992, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.3909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, kappa: 0.8971, kb_relative_information_score: 622.3412, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.1274, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0871, root_relative_squared_error: 0.3975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, kappa: 0.9117, kb_relative_information_score: 631.6951, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9195, prior_entropy: 3.8572, recall: 0.9195, relative_absolute_error: 0.1039, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.3663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, kappa: 0.8766, kb_relative_information_score: 613.6895, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1591, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.4218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, kappa: 0.8643, kb_relative_information_score: 604.6652, 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: 0.0978, root_relative_squared_error: 0.4463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, kappa: 0.8119, kb_relative_information_score: 581.1457, 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: 0.5006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, kappa: 0.8795, kb_relative_information_score: 618.1638, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1347, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.4098,
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: 0.9818, kappa: 0.8119, kb_relative_information_score: 580.9996, 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: 0.2362, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.5004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.8888, kappa: 0.8811, kb_relative_information_score: 617.3258, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8915, predictive_accuracy: 0.8917, prior_entropy: 3.8572, recall: 0.8917, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.4238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, kappa: 0.8446, kb_relative_information_score: 605.6437, 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: 0.1813, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.098, root_relative_squared_error: 0.4472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, kappa: 0.8844, kb_relative_information_score: 613.6, 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: 0.0899, root_relative_squared_error: 0.4103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, kappa: 0.8812, kb_relative_information_score: 616.9618, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8917, prior_entropy: 3.8572, recall: 0.8917, relative_absolute_error: 0.1498, 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: 0.9783, kappa: 0.8295, kb_relative_information_score: 584.3638, 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: 0.2276, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.4986,
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: 0.9881, kappa: 0.8641, kb_relative_information_score: 607.2008, 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: 0.1791, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0967, root_relative_squared_error: 0.4415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9292, kappa: 0.9229, kb_relative_information_score: 642.4238, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9294, predictive_accuracy: 0.9297, prior_entropy: 3.8572, recall: 0.9297, relative_absolute_error: 0.0797, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.3564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, kappa: 0.8829, kb_relative_information_score: 616.8447, 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: 0.1495, 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: 0.9812, kappa: 0.8859, kb_relative_information_score: 620.0272, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.896, prior_entropy: 3.8572, recall: 0.896, relative_absolute_error: 0.1323, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0885, root_relative_squared_error: 0.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, kappa: 0.8762, kb_relative_information_score: 606.6989, 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: 0.0936, root_relative_squared_error: 0.4271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, kappa: 0.894, kb_relative_information_score: 619.882, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1347, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.3944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, kappa: 0.865, kb_relative_information_score: 602.3927, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.877, prior_entropy: 3.8572, recall: 0.877, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.4372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, kappa: 0.9037, kb_relative_information_score: 628.7914, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9122, prior_entropy: 3.8572, recall: 0.9122, relative_absolute_error: 0.1093, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.082, root_relative_squared_error: 0.3744,
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: 0.9862, kappa: 0.8627, kb_relative_information_score: 603.3186, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1871, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.4495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.8975, kappa: 0.8939, kb_relative_information_score: 620.0075, mean_absolute_error: 0.0128, 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: 0.1328, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.3942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.8975, kappa: 0.8939, kb_relative_information_score: 619.5671, mean_absolute_error: 0.0128, 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: 0.1333, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0871, root_relative_squared_error: 0.3977,
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: 0.986, kappa: 0.8626, kb_relative_information_score: 605.254, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8741, prior_entropy: 3.8572, recall: 0.8741, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.447,
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: 0.982, kappa: 0.8762, kb_relative_information_score: 606.7491, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8873, prior_entropy: 3.8572, recall: 0.8873, relative_absolute_error: 0.1628, 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: 0.9812, kappa: 0.8617, kb_relative_information_score: 594.5028, 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: 0.1019, root_relative_squared_error: 0.4651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.8931, kappa: 0.8843, kb_relative_information_score: 621.4936, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8946, predictive_accuracy: 0.8946, prior_entropy: 3.8572, recall: 0.8946, relative_absolute_error: 0.1163, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.4237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, kappa: 0.7351, kb_relative_information_score: 559.9167, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.7584, prior_entropy: 3.8572, recall: 0.7584, relative_absolute_error: 0.3125, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.5698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, kappa: 0.8796, kb_relative_information_score: 611.2406, 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: 0.9798, kappa: 0.8295, kb_relative_information_score: 584.3491, 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: 0.4983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, kappa: 0.8626, kb_relative_information_score: 605.6873, 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: 0.1841, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.4451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9189, kappa: 0.9117, kb_relative_information_score: 637.2891, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9195, predictive_accuracy: 0.9195, prior_entropy: 3.8572, recall: 0.9195, relative_absolute_error: 0.0927, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0807, root_relative_squared_error: 0.3682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, kappa: 0.8908, kb_relative_information_score: 617.426, 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: 0.14, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.4029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, kappa: 0.8796, kb_relative_information_score: 611.3855, 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: 0.1528, 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: 0.9816, kappa: 0.8795, kb_relative_information_score: 609.4608, 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: 0.1571, 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: 0.9709, kappa: 0.6938, kb_relative_information_score: 532.0759, 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: 0.1377, root_relative_squared_error: 0.6283,
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: 0.9812, kappa: 0.8617, kb_relative_information_score: 594.4837, 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: 0.1985, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, kappa: 0.8796, kb_relative_information_score: 611.3356, 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: 0.9792, kappa: 0.8231, kb_relative_information_score: 583.9779, 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: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, kappa: 0.8844, kb_relative_information_score: 613.7494, 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: 0.9888, kappa: 0.8641, kb_relative_information_score: 607.0658, 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: 0.1798, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0966, root_relative_squared_error: 0.4409,
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: 0.987, kappa: 0.886, kb_relative_information_score: 620.6823, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.896, prior_entropy: 3.8572, recall: 0.896, relative_absolute_error: 0.1398, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.4012,
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: 0.9868, kappa: 0.881, kb_relative_information_score: 618.2819, 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: 0.1425, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.4065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, kappa: 0.8797, kb_relative_information_score: 616.3642, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8902, prior_entropy: 3.8572, recall: 0.8902, relative_absolute_error: 0.1502, 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: 0.9834, kappa: 0.8844, kb_relative_information_score: 613.8077, 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: 0.0895, root_relative_squared_error: 0.4082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, kappa: 0.8827, kb_relative_information_score: 619.97, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1331, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.4002,
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: 0.9696, f_measure: 0.9147, kappa: 0.9069, kb_relative_information_score: 635.2785, mean_absolute_error: 0.0089, 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: 0.093, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.3876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, kappa: 0.8939, kb_relative_information_score: 626.8106, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9034, prior_entropy: 3.8572, recall: 0.9034, relative_absolute_error: 0.1233, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0852, root_relative_squared_error: 0.3887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.8995, kappa: 0.8955, kb_relative_information_score: 620.7035, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.8982, predictive_accuracy: 0.9048, prior_entropy: 3.8572, recall: 0.9048, relative_absolute_error: 0.1319, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0857, root_relative_squared_error: 0.3913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, kappa: 0.8732, kb_relative_information_score: 614.7278, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8843, prior_entropy: 3.8572, recall: 0.8843, relative_absolute_error: 0.1422, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.4195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, kappa: 0.8972, kb_relative_information_score: 626.5617, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9063, prior_entropy: 3.8572, recall: 0.9063, relative_absolute_error: 0.1272, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.3927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, kappa: 0.8796, kb_relative_information_score: 614.7863, 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: 0.1445, 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: 0.9875, kappa: 0.8595, kb_relative_information_score: 602.9183, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8712, prior_entropy: 3.8572, recall: 0.8712, relative_absolute_error: 0.1866, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.4494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, kappa: 0.8908, kb_relative_information_score: 618.9911, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.9004, prior_entropy: 3.8572, recall: 0.9004, relative_absolute_error: 0.1354, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.3983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, kappa: 0.8829, kb_relative_information_score: 613.2667, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0961, number_of_instances: 683, predictive_accuracy: 0.8931, prior_entropy: 3.8572, recall: 0.8931, relative_absolute_error: 0.1488, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.4119,
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,

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