Table 5.

Fivefold cross-validation results shown using RVM based on GA on yeast data set.

Testing times	Accuracy (%)	Sensitivity (%)	Precision (%)	Mcc (%)
1	95.65	93.719	97.10	91.36
2	95.29	93.13	96.19	89.92
3	94.66	90.94	96.31	88.96
4	95.91	92.59	98.93	91.25
5	95.10	91.99	97.66	89.86
Average	95.32 ± 0.48	92.36 ± 0.93	97.23 ± 1.12	90.27 ± 1.01

Abbreviations: RVM, relevance vector machine; GA, genetic algorithm.