Table 3.

Comparison of model results with the best results reported by similar studies

Article	Network approach	Model	Chem.	Bio.	Other	Acc	Sens	PPV		AUROC
Liu et al.24	No	SVM	Yes	Yes	Yes	0.967	0.631	0.662		0.952
Huang et al.23	No	SVM	Yes	Yes	No	NR	NR	NR		0.760
Cami et al.21	Yes	LR	Yes	No	Yes	NR	0.608	NR		0.869
Huang et al.25	No	SVM	No	Yes	No	0.675	0.632	NR		0.771
Present study	Yes	GBT	No	Yes	No	0.928	0.728	0.769		0.916

^*Chem. indicates whether chemical features of drugs are used for ADE prediction. *Bio. indicates whether biological features of drugs are used for ADE prediction. *Other indicates whether other features (eg, taxonomical, phenotypical, etc.) of drugs are used for ADE prediction.