Algorithm | Feature set | SEN (%) | SPF (%) | ACC (%) | PPV (%) | NPV (%) | MCC |
---|---|---|---|---|---|---|---|
SVM | Opitmal feature set shown in Table 2 | 100 | 90.48 | 95.12 | 90.91 | 100 | 0.907 |
KNN | Opitmal feature set shown in Table 2 | 91.30 | 77.78 | 85.37 | 84.00 | 87.50 | 0.703 |
NB classifier | Opitmal feature set shown in Table 2 | 50.00 | 73.68 | 60.98 | 68.75 | 56.00 | 0.242 |
Decision tree | Opitmal feature set shown in Table 2 | 75.00 | 88.24 | 80.49 | 90.00 | 71.43 | 0.623 |
ELA classifier | Opitmal feature set shown in Table 2 | 90.00 | 66.67 | 78.05 | 72.00 | 87.50 | 0.581 |