Protein–protein interaction site prediction by model ensembling with hybrid feature and self-attention

BMC Bioinformatics

Table 16 Performance comparison of the models with different self-attention setup

Model	ACC	Pre	Rec	F1	MCC	AUROC	AUPRC
Base-model (4-head attention)	0.549	0.489	0.565	0.512	0.105	0.571	0.554
SH-model (Single-head attention)	0.528	0.454	0.540	0.491	0.056	0.539	0.528
NA-model (No attention)	0.522	0.317	0.549	0.375	0.051	0.540	0.543

ISSN: 1471-2105