Multi-target drug repositioning by bipartite block-wise sparse multi-task learning

BMC Systems Biology

Table 4 The area under the ROC curve (AUC) for the prediction

Cell line	Lasso		Connectivity mapping		BBSS-MTL
	AUC_GO	AUC_PPI	AUC_GO	AUC_PPI	AUC_GO	AUC_PPI
HCC515	0.528	0.510	0.456	0.549	0.592	0.537
HT29	0.458	0.563	0.479	0.556	0.558	0.603
PC3	0.491	0.503	0.509	0.561	0.550	0.580
SW480	0.500	0.400	0.444	0.609	0.769	0.719
MCF7	0.541	0.588	0.492	0.541	0.571	0.606

ISSN: 1752-0509