Using the Relevance Vector Machine Model Combined with Local Phase Quantization to Predict Protein-Protein Interactions from Protein Sequences

Table 5

Predicting ability of different methods on the Human dataset.

Model	Ac (%)	Sn (%)	Pe (%)	MCC (%)
LDA + RF [28]	96.4	94.2	N/A	92.8
LDA + RoF [28]	95.7	97.6	N/A	91.8
LDA + SVM [28]	90.7	89.7	N/A	81.3
AC + RF [28]	95.5	94.0	N/A	91.4
AC + RoF [28]	95.1	93.3	N/A	91.0
AC + SVM [28]	89.3	94.0	N/A	79.2
The proposed method	97.92	99.18	96.77	95.95