Method | FPR | Precision (%) | Sensitivity (%) | Specificity (%) | FNR (%) | Accuracy (%) |
---|---|---|---|---|---|---|
DT | 0.136 | 86.70 | 86.4 | 92.0 | 13.7 | 86.3 |
Q-SVM | 0.078 | 92.15 | 92.1 | 92.0 | 7.8 | 92.2 |
C-SVM | 0.098 | 90.30 | 90.15 | 88.0 | 9.8 | 90.2 |
QDA | 0.098 | 90.30 | 90.1 | 88.0 | 9.8 | 90.2 |
F-KNN | 0.176 | 82.40 | 82.3 | 80.0 | 17.6 | 82.4 |
W-KNN | 0.078 | 92.15 | 92.1 | 92.0 | 7.8 | 92.2 |
EBT | 0.07 | 92.35 | 92.2 | 96.0 | 7.8 | 92.2 |
ESDA | 0.116 | 88.45 | 88.3 | 92.0 | 11.8 | 88.2 |
M-SVM | 0.039 | 96.10 | 96.1 | 96.2 | 2.9 | 97.1 |