Table 4 Comparison results of RP and SVM with FIRF feature vectors on human dataset
Testing set | Acc (%) | Sen (%) | PE (%) | MCC (%) |
|---|---|---|---|---|
SVM + PSSM+FIRF | ||||
 1 | 96.32 | 55.09 | 100.00 | 72.78 |
 2 | 95.94 | 53.92 | 100.00 | 71.85 |
 3 | 96.37 | 55.32 | 100.00 | 72.95 |
 4 | 96.78 | 56.25 | 100.00 | 73.73 |
 5 | 95.66 | 51.60 | 100.00 | 70.18 |
Average | 96.21 ± 0.43 | 54.44 ± 1.79 | 100.00 ± 0.00 | 72.30 ± 1.36 |
RP + PSSM+FIRF | ||||
 1 | 98.10 | 76.84 | 100.00 | 86.77 |
 2 | 97.76 | 74.51 | 100.00 | 85.28 |
 3 | 97.70 | 71.63 | 100.00 | 83.59 |
 4 | 98.01 | 73.05 | 100.00 | 84.57 |
 5 | 97.87 | 76.28 | 100.00 | 86.34 |
Average | 97.89 ± 0.17 | 74.46 ± 2.18 | 100.00 ± 0.00 | 85.31 ± 1.29 |