Table 3 Comparison results of RP and SVM with FIRF feature vectors on yeast dataset
Testing set | Acc (%) | Sen (%) | PE (%) | MCC (%) |
|---|---|---|---|---|
SVM + PSSM+FIRF | ||||
 1 | 92.36 | 32.62 | 100.00 | 54.81 |
 2 | 89.15 | 6.25 | 100.00 | 23.59 |
 3 | 94.21 | 45.04 | 100.00 | 65.04 |
 4 | 93.65 | 44.76 | 100.00 | 64.62 |
 5 | 92.21 | 35.76 | 100.00 | 57.31 |
Average | 92.32 ± 1.96 | 32.89 ± 15.86 | 100.00 ± 0.00 | 53.07 ± 17.08 |
RP + PSSM+FIRF | ||||
 1 | 97.43 | 78.01 | 99.10 | 86.65 |
 2 | 97.35 | 77.08 | 100.00 | 86.51 |
 3 | 97.35 | 75.57 | 99.00 | 85.22 |
 4 | 97.51 | 78.32 | 100.00 | 87.28 |
 5 | 97.11 | 76.16 | 100.00 | 85.87 |
Average | 97.35 ± 0.15 | 77.03 ± 1.17 | 99.62 ± 0.52 | 86.31 ± 0.79 |