Small molecule drug and biotech drug interaction prediction based on multi-modal representation learning

BMC Bioinformatics

Table 4 The performance of different methods

Method	ACC	AUC	AUPR	F1	Pre	Rec
Multi-SBI	0.9676	0.9997	0.9892	0.8673	0.9039	0.8509
Multi-SBI(random-sampling)	0.9101	0.9991	0.9586	0.8345	0.8693	0.8139
HyperAttentionDTI	0.9093	0.9991	0.9652	0.8145	0.8653	0.8043
DeepDTA	0.8804	0.9983	0.9263	0.7594	0.8026	0.7628
DDIMDL	0.8764	0.9982	0.9196	0.7460	0.7934	0.7568
DeepDDI	0.8541	0.9979	0.9092	0.7129	0.7681	0.7230

ISSN: 1471-2105