Table 4 The best classificaiton results for leaf 8 (wounded) and leaf 13 (systemic) SWPs upon data augmentation
From: Early detection of dark-affected plant mechanical responses using enhanced electrical signals
Leaves | Features | Classifiers | Accuracy | Recall | Precision | F1 score |
|---|---|---|---|---|---|---|
Leaf 8 | Deriv_1st | Random forest | 0.76/0.99 | 0.76/0.99 | 0.77/0.99 | 0.76/0.99 |
Leaf 13 | Deriv_1st | Random forest | 0.71/0.99 | 0.69/0.99 | 0.75/0.99 | 0.70/0.99 |