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

Table 1

Five-fold cross-validation prediction results achieved in predicting Yeast PPI dataset.

Testing set	ACC (%)	PE (%)	SN (%)	MCC (%)	AUC (%)
1	95.26	99.41	91.06	90.94	94.79
2	94.99	99.33	90.85	90.47	93.44
3	94.81	98.81	90.55	90.12	94.11
4	94.77	99.21	90.27	90.05	94.00
5	95.31	98.92	91.49	91.02	94.99
Average