JPPRED: Prediction of Types of J-Proteins from Imbalanced Data Using an Ensemble Learning Method

Table 4

Performance comparison of the proposed method with [14].

Reference	Subfamily	Sn	Sp	Dimension	AvgSn	Acc
[14]	Type I J-protein	0.746	0.988	512	0.651	0.9406
	Type II J-protein	0.491	0.991
	Type III J-protein	0.986	0.620
	Type IV J-protein	0.381	1
This study	Type I J-protein	0.921	0.859	224	0.891	0.862
	Type II J-protein	0.782	0.866
	Type III J-protein	0.861	0.877
	Type IV J-protein	1	0.860