Predicting Protein-Protein Interactions via Random Ferns with Evolutionary Matrix Representation

Table 5

The prediction ability of the other methods on the Yeast dataset.

Related work	Method	ACC (%)	SN (%)	PE (%)	MCC (%)	AUC (%)
Guo et al.’s work [17]	AC				N/A	N/A
	ACC				N/A	N/A
Yang et al.’s work [18]					N/A	N/A
Zhou et al.’s work [52]
You et al.’s work [53]
You et al.’s work [54]
Du et al.’s work [21]	DeepPPI					N/A
Wong et al.’s work [55]						N/A
Proposed method	MatFLDA_RFs

Note: N/A means not available.