Self-Interacting Proteins Prediction from PSSM Based on Evolutionary Information

Table 3

Five-fold crossvalidation prediction results by using the SMOTE and RF methods on the yeast dataset.

Testing set	Ac (%)	Sp (%)	Sn (%)	MCC (%)
1	97.67	98.35	92.67	89.49
2	96.62	97.27	91.72	85.06
3	97.59	98.37	91.30	88.31
4	97.19	98.11	89.39	85.93
5	97.35	98.00	92.41	87.90
Average	97.28 ± 0.42	98.02 ± 0.45	91.50 ± 1.30	87.34 ± 1.81