Predicting potential drug-drug interactions by integrating chemical, biological, phenotypic and network data

BMC Bioinformatics

Table 4 Performances of ensemble model evaluated by 20 runs of 3-CV and 5-CV

Evluation	Method	AUC	AUPR	Precision	Recall	Accuracy	F-measure
3-CV evaluation	Weighted average ensemble method	0.947	0.832	0.782	0.703	0.932	0.740
	Classifier ensemble method(L1)	0.954	0.841	0.788	0.717	0.934	0.751
	Classifier ensemble method(L2)	0.952	0.839	0.784	0.712	0.933	0.746
5-CV evaluation	Weighted average ensemble method	0.951	0.795	0.775	0.659	0.953	0.712
	Classifier ensemble method(L1)	0.957	0.807	0.785	0.670	0.955	0.723
	Classifier ensemble method(L2)	0.956	0.806	0.783	0.665	0.955	0.719

ISSN: 1471-2105