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Published online 2017 May 25. doi: 10.1038/s41598-017-02606-2

Table 2

Performance of the three optimised supervised models, asterisks indicate histological features.

InputAccuracy % (AUC)PrecisionRecallF1-score(#) Features
Endoscopy71.0% (0.78)0.890.680.75(5) Duodenum, Ileum, D-Colon, Rectum, Perianal
Histology76.9% (0. 82)0.810.860.83(1) Ileum
Combined (E + H)82.7% (0.87)0.910.830.87(8) Duodenum, Ileum, D-Colon, Rectum, Perianal, Oesophagus*, Ileum*, A-Colon*

All metrics represent the average over the 5-folds of the cross validation.