Table 3.

The five-fold cross-validation results achieved on the Yeast dataset using the SVM classifier.

Testing set	Accu. (%)	Sen. (%)	Prec. (%)	MCC (%)	AUC (%)
1	87.84	85.37	90.00	75.79	94.80
2	85.47	81.48	89.20	71.27	94.13
3	87.71	83.84	90.63	75.60	94.41
4	89.23	86.41	91.71	78.59	95.47
5	86.21	85.00	86.36	72.38	94.16
Average	87.29 ± 1.48	84.42 ± 1.88	89.58 ± 2.02	74.73 ± 2.93	94.59 ± 0.56
Our method	97.43 ± 0.30	94.92 ± 0.43	99.93 ± 0.17	94.97 ± 0.59	97.51 ± 0.47