Method | Sensitivity (%) | Precision (%) | Specificity (%) | FNR (%) | FPR | Accuracy (%) | AUC |
---|---|---|---|---|---|---|---|
DT | 74.5 | 75.0 | 77 | 25.5 | 0.255 | 74.8 | 0.77 |
QDA | 77.5 | 78.0 | 81 | 22.5 | 0.254 | 77.6 | 0.78 |
Q-SVM | 86.5 | 86.5 | 87 | 13.8 | 0.135 | 86.2 | 0.92 |
LR | 84.5 | 84.5 | 86 | 15.4 | 0.135 | 84.6 | 0.92 |
NB | 79.5 | 80.0 | 83 | 21.5 | 0.212 | 79.5 | 0.80 |
W-KNN | 87.5 | 88.0 | 88 | 12.2 | 0.125 | 87.8 | 0.92 |
EBT | 86.0 | 83.5 | 92 | 14.2 | 0.140 | 85.8 | 0.91 |
ESDA | 83.5 | 83.5 | 87.0 | 16.5 | 0.165 | 83.5 | 0.90 |
Proposed | 88.5 | 88.0 | 91.0 | 11.8 | 0.120 | 88.2 | 0.93 |