Table 6.

Comparison of experimental results using different classification labels on the DIP and HPRD datasets

Dataset	SVC train set	RF train set	Precision	Recall	F-score
DIP	Two categories	Two categories	0.7684	0.4330	0.5539
		Three categories	0.8726	0.4112	0.5589
	Three categories	Two categories	0.5562	0.4467	0.4955
		Three categories	0.5579	0.4494	0.4978
HPRD	Two categories	Two categories	0.5559	0.7186	0.6268
		Three categories	0.7891	0.4966	0.6096
	Three categories	Two categories	0.4485	0.4299	0.4390
		Three categories	0.6472	0.2919	0.4023

The highest F-score is in bold