Table 5.

Comparison with existing methods on the blind test set and the new_positive dataset

Method	Blind test set						New_positive
	Positive		Negative		Overall
	#Correct	Accuracy	#Correct	Accuracy	F1	Accuracy	#Correct	Accuracy
CPC [24]	17	0.02	567	1.00	0.04	0.42	0	0.00
CPC2 [25]	61	0.07	567	1.00	0.14	0.45	0	0.00
CPAT [26]	261	0.32	567	1.00	0.48	0.60	3	0.60
MiPepid (our method)	789	0.96	542	0.96	0.96	0.96	5	1.00

positive: the positive subset of the blind test set;

negative: the negative subset of the blind test set;

overall: the overall performance on the blind test set;

#correct: the number of correctly classified cases by a method;

accuracy: #correct divided by the total number of cases in that dataset/subset;

F₁: the F₁score