Table 11 Proposed classification results for grapes leaf blight
Method | FPR | Precision (%) | Sensitivity (%) | Specificity (%) | FNR (%) | Accuracy |
|---|---|---|---|---|---|---|
DT | 0.110 | 88.95 | 88.90 | 91.0 | 11.1 | 88.9 |
Q-SVM | 0.081 | 92.10 | 91.85 | 88.1 | 8.1 | 91.9 |
C-SVM | 0.066 | 93.40 | 93.30 | 91.0 | 6.7 | 93.3 |
QDA | 0.089 | 92.0 | 90.30 | 80.6 | 9.6 | 90.4 |
F-KNN | 0.083 | 90.60 | 90.35 | 86.6 | 9.6 | 90.4 |
W-KNN | 0.073 | 91.45 | 91.10 | 86.6 | 8.9 | 91.1 |
EBT | 0.10 | 89.8 | 89.6 | 86.6 | 10.4 | 89.6 |
ESDA | 0.074 | 92.95 | 92.60 | 88.1 | 7.4 | 92.6 |
M-SVM | 96.30 | 96.30 | 96.30 | 97.0 | 3.7 | 96.3 |