Table 4.

The performance of protein domain prediction with out-of-distribution examples using ProDOMA with Outlier Exposure (OE), and HMMER on the real PacBio and Nanopore dataset

Proportion	Method	PacBio			Nanopore
		Recall	Precision	F1-score	Recall	Precision	F1-score
1% GPCR	HMMER	0.1403	0.9574	0.2446	0.3902	0.9876	0.5593
	ProDOMA	0.4581	0.9872	0.6258	0.4727	0.9796	0.6376
5% GPCR	HMMER	0.1537	0.9411	0.2642	0.4015	0.9754	0.5513
	ProDOMA	0.4712	0.9921	0.6389	0.4615	0.9872	0.6289
10% GPCR	HMMER	0.1491	0.9513	0.2577	0.3988	0.9917	0.5688
	ProDOMA	0.4473	0.9842	0.6150	0.4886	0.9843	0.6529
50% GPCR	HMMER	0.1494	0.9507	0.2583	0.3984	0.9825	0.5670
	ProDOMA	0.4479	0.9837	0.6154	0.4836	0.9731	0.6458