Self-Interacting Proteins Prediction from PSSM Based on Evolutionary Information

Table 6

Five-fold crossvalidation prediction results by using the SMOTE and SVM method on the yeast dataset.

Testing set	Ac (%)	Sp (%)	Sn (%)	MCC (%)
1	93.09	93.69	88.67	73.98
2	92.60	92.90	90.34	72.63
3	94.53	94.85	92.03	77.58
4	94.29	94.78	90.15	75.78
5	94.22	94.45	92.41	77.41
Average	93.75 ± 0.85	94.14 ± 0.83	90.72 ± 1.52	75.48 ± 2.16