PMC full text: | Published online 2017 May 25. doi: 10.1038/s41598-017-02606-2
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Input | Accuracy % (AUC) | Precision | Recall | F1-score | (#) Features |
---|---|---|---|---|---|
Endoscopy | 71.0% (0.78) | 0.89 | 0.68 | 0.75 | (5) Duodenum, Ileum, D-Colon, Rectum, Perianal |
Histology | 76.9% (0. 82) | 0.81 | 0.86 | 0.83 | (1) Ileum |
Combined (E+H) | 82.7% (0.87) | 0.91 | 0.83 | 0.87 | (8) Duodenum, Ileum, D-Colon, Rectum, Perianal, Oesophagus*, Ileum*, A-Colon* |
All metrics represent the average over the 5-folds of the cross validation.