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

Table 2

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

Testing set	Ac (%)	Sn (%)	Pe (%)	MCC (%)
1	98.10	98.99	97.25	96.27
2	97.67	99.49	96.02	95.45
3	97.37	99.25	95.55	94.87
4	97.24	98.96	95.72	94.63
5	99.26	99.22	99.31	98.54
Average	97.92 ± 0.81	99.18 ± 0.21	96.77 ± 1.57	95.95 ± 1.58