Table 4 Classification result on each extracted set of features for apple scab disease
Method | Features | Measures | ||||
|---|---|---|---|---|---|---|
SLBP | Harlick | Color | Sen (%) | Spec (%) | Accuracy (%) | |
DT | âś“ | 82.45 | 88.0 | 82.4 | ||
âś“ | 78.40 | 76.0 | 78.4 | |||
âś“ | 54.70 | 44.0 | 54.9 | |||
QSVM | âś“ | 94.25 | 100 | 94.1 | ||
âś“ | 76.30 | 68.0 | 76.5 | |||
âś“ | 56.75 | 52.0 | 56.9 | |||
CSVM | âś“ | 90.25 | 94.04 | 90.2 | ||
âś“ | 69.55 | 66.0 | 66.7 | |||
âś“ | 62.70 | 60.0 | 62.7 | |||
QDA | âś“ | 88.15 | 84.0 | 88.2 | ||
âś“ | 84.30 | 84.0 | 84.3 | |||
âś“ | 56.75 | 52.0 | 56.9 | |||
F-KNN | âś“ | 90.25 | 92.0 | 90.2 | ||
âś“ | 70.60 | 72.0 | 70.6 | |||
âś“ | 54.85 | 52.0 | 54.9 | |||
W-KNN | âś“ | 90.25 | 92.0 | 90.2 | ||
âś“ | 74.45 | 72.0 | 74.5 | |||
âś“ | 66.45 | 56.0 | 66.7 | |||
EBT | âś“ | 92.25 | 96.0 | 92.2 | ||
âś“ | 78.55 | 84.0 | 78.4 | |||
âś“ | 62.90 | 56.0 | 62.7 | |||
ESDA | âś“ | 92.10 | 92.0 | 92.2 | ||
âś“ | 84.30 | 84.0 | 84.3 | |||
âś“ | 70.55 | 68.0 | 70.6 | |||
MSVM | âś“ | 94.15 | 96.0 | 94.1 | ||
âś“ | 86.25 | 84.0 | 86.3 | |||
âś“ | 72.40 | 64.0 | 72.5 | |||