Table 4.

Neural embedding model performance on training and test datasets for UI and BD

	Urinary incontinence						Bowel dysfunction
	Precision	Recall	f1-score	Precision	Recall	f1-score	Precision	Recall	f1-score	Precision	Recall	f1-score
	On training set			On test set			On training set			On test set
Affirmed	0.93	0.89	0.91	1.00	0.81	0.90	0.88	0.94	0.91	0.40	0.67	0.50
Negated	0.92	0.88	0.90	0.50	0.80	0.62	0.97	0.94	0.95	0.85	0.73	0.79
Risk	0.92	0.88	0.90	0.91	0.91	0.91	0.97	0.95	0.96	0.95	0.91	0.93
avg/total	0.90	0.90	0.90	0.89	0.84	0.86	0.94	0.94	0.94	0.88	0.85	0.86