Self-Interacting Proteins Prediction from PSSM Based on Evolutionary Information

Table 5

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

Testing set	Ac (%)	Sp (%)	Sn (%)	MCC (%)
1	88.43	96.45	9.94	18.60
2	89.93	96.57	11.44	19.14
3	89.04	95.96	9.35	16.60
4	89.58	96.21	14.23	21.98
5	90.08	97.02	13.49	22.47
Average	89.41 ± 0.68	96.44 ± 0.40	11.69 ± 2.14	19.76 ± 2.45