Table 6.

Comparison between MLPR and deep learning methods

Dataset	Methods	SN	SP	PPV	NPV	F	ACC
Yeast	DeepEP	0.5526	0.8000	0.4599	0.8530	0.5020	0.6046
	MBIEP	0.6228	0.6459	0.3515	0.8475	0.4494	0.6400
	MLPR	0.5614	0.8514	0.5378	0.8630	0.5494	0.7831
Fruitfly	DeepEP	0.2857	0.7723	0.0778	0.9415	0.1223	0.7416
	MBIEP	0.2449	0.8999	0.1412	0.9426	0.1691	0.8586
	MLPR	0.1633	0.9492	0.1778	0.9441	0.1702	0.8997
Human	DeepEP	0.3851	0.9780	0.8957	0.7639	0.5386	0.7826
	MBIEP	0.3713	0.9706	0.8613	0.7585	0.5189	0.7731
	MLPR	0.4069	0.9785	0.9031	0.7705	0.5610	0.7902