Table 1.

Results for DTI-Voodoo on the STITCH and Yamanishi datasets evaluated with 5-fold cross-validation

	(a) STITCH results				(b) Yamanishi results
DTI-Voodoo results	PPI graph				PPI graph
	Without		With		Without		With
	Macro AUC	Micro AUCp	Macro AUC	Micro AUCp	Macro AUC	Micro AUC	Macro AUC	Micro AUCp
MolPred	0.69	0.65	0.69	0.67	0.66	0.67	0.66	0.64
OntoPred	0.88	0.87	0.92	0.93	0.80	0.79	0.83	0.82
DTI-Voodoo	0.89	0.90	0.93	0.94	0.83	0.82	0.84	0.84

Note: We call the model using only molecular features MolPred and the model using only ontology-based features OntoPred. DTI-Voodoo combines both types of features.