Algorithm | Feature set | SEN (%) | SPF (%) | ACC (%) | PPV (%) | NPV (%) | MCC |
---|---|---|---|---|---|---|---|
SVM | Opitmal feature set shown in Table 2 | 96.00 | 86.67 | 91.22 | 87.27 | 95.79 | 0.829 |
KNN | Opitmal feature set shown in Table 2 | 81.00 | 75.24 | 78.05 | 75.70 | 80.61 | 0.563 |
NB classifier | Opitmal feature set shown in Table 2 | 48.48 | 66.04 | 57.56 | 57.14 | 57.85 | 0.148 |
Decision tree | Opitmal feature set shown in Table 2 | 73.33 | 82.00 | 77.56 | 81.05 | 74.55 | 0.555 |
ELA classifier | Opitmal feature set shown in Table 2 | 70.43 | 77.78 | 73.66 | 80.20 | 67.31 | 0.479 |