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

Table 1

5-fold cross-validation results shown by using our proposed method on the Yeast dataset.

Testing set	Ac (%)	Sn (%)	Pe (%)	MCC (%)
1	92.76	92.73	92.79	86.56
2	93.79	93.27	93.41	88.34
3	91.28	92.12	90.43	84.08
4	92.27	92.02	92.50	85.72
5	93.17	93.02	93.32	87.27
Average	92.65 ± 0.95	92.63 ± 0.55	92.67 ± 1.40	86.40 ± 1.61