Table 5.

Metrics for the random forest Machine Learning model for CD prediction.

	Precision	Recall	F1-Score	Support
no disease (0)	0.92	0.76	0.83	94
CD present (1)	0.83	0.95	0.88	115
accuracy	-	-	0.86	209
macro average	0.87	0.85	0.86	209
weighted average	0.87	0.86	0.86	209

CD, Crohn’s disease.