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Model verification results of the proposed 1D-CNN model.
| Model | Class | Accuracy(%) | Precision(%) | Recall(%) | F1-score |
|---|---|---|---|---|---|
| Proposed 1D-CNN |
all | 92.00 | 91.27 | 92.00 | 0.9157 |
| none | 90.00 | 85.71 | 90.00 | 0.8780 | |
| acetamiprid | 92.50 | 94.87 | 92.50 | 0.9367 | |
| malathion | 95.00 | 97.44 | 95.00 | 0.9620 | |
| difenoconazole | 95.00 | 88.37 | 95.00 | 0.9157 | |
| beta-cypermethrin | 87.50 | 89.74 | 87.50 | 0.8861 |
