Table 6.

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

Testing times	Accuracy (%)	Sensitivity (%)	Precision (%)	Mcc (%)
1	91.17	94.92	98.17	92.94
2	96.16	94.96	97.23	91.16
3	94.85	92.61	96.64	89.01
4	96.66	94.39	98.57	92.54
5	94.61	91.78	97.65	89.21
Average	95.89 ± 1.12	93.73 ± 1.45	97.65 ± 0.76	90.97 ± 1.82

Abbreviations: RVM, relevance vector machine; PSO, particle swarm optimization.