Table 3 Custard Apple Leaf and Fruit- Performance Measures.
From: Advancing plant leaf disease detection integrating machine learning and deep learning
DL Approach | ML Methods | Accuracy | Precision | Recall | F1 | AUC | MCC |
---|---|---|---|---|---|---|---|
Inception v3 | AdaBoost | 0.745 | 0.745 | 0.745 | 0.745 | 0.845 | 0.69 |
kNN | 0.986 | 0.986 | 0.986 | 0.986 | 0.999 | 0.982 | |
RF | 0.874 | 0.874 | 0.874 | 0.873 | 0.979 | 0.847 | |
SVM | 0.858 | 0.865 | 0.858 | 0.856 | 0.981 | 0.83 | |
DT | 0.756 | 0.756 | 0.756 | 0.756 | 0.835 | 0.704 | |
VGG19 | AdaBoost | 0.761 | 0.761 | 0.761 | 0.761 | 0.854 | 0.709 |
kNN | 0.991 | 0.991 | 0.991 | 0.991 | 0.999 | 0.99 | |
RF | 0.903 | 0.904 | 0.903 | 0.903 | 0.987 | 0.883 | |
SVM | 0.953 | 0.954 | 0.953 | 0.953 | 0.997 | 0.943 | |
DT | 0.765 | 0.765 | 0.765 | 0.765 | 0.852 | 0.715 |