Table 6.

Quantitative evaluation of our classifiers of drugs associated with ADRs or not (DILI or SCAR)

Algorithm	Data set	Precision	Recall	Accuracy	AUC	F1-score
CART	DILI	0.68	0.67	0.74	0.73	0.67
	SCAR	0.64	0.68	0.81	0.77	0.65
JRip	DILI	0.82	0.71	0.72	0.74	0.75
	SCAR	0.88	0.70	0.71	0.74	0.77