Table 3.
Classification performance of pesticide residues by single band range and information fusion.
| Band(nm) | Class | Accuracy(%) | Precision(%) | Recall(%) | F1-score |
|---|---|---|---|---|---|
| 400-1000 | all | 84.50 | 84.69 | 84.50 | 0.8433 |
| none | 70.00 | 84.85 | 70.00 | 0.7671 | |
| acetamiprid | 92.50 | 78.72 | 92.50 | 0.8506 | |
| malathion | 95.00 | 92.68 | 95.00 | 0.9383 | |
| difenoconazole | 80.00 | 80.00 | 80.00 | 0.8000 | |
| beta-cypermethrin | 85.00 | 87.18 | 85.00 | 0.8608 | |
| 1000-2500 | all | 89.00 | 89.02 | 89.00 | 0.8890 |
| none | 75.00 | 83.33 | 75.00 | 0.7895 | |
| acetamiprid | 95.00 | 95.00 | 95.00 | 0.9500 | |
| malathion | 90.00 | 90.00 | 90.00 | 0.9000 | |
| difenoconazole | 95.00 | 84.44 | 95.00 | 0.8941 | |
| beta-cypermethrin | 90.00 | 92.31 | 90.00 | 0.9114 | |
| 400-2500 | all | 94.00 | 94.06 | 94.00 | 0.9396 |
| none | 90.00 | 90.00 | 90.00 | 0.9000 | |
| acetamiprid | 95.00 | 95.00 | 95.00 | 0.9500 | |
| malathion | 100.00 | 95.24 | 100.00 | 0.9756 | |
| difenoconazole | 97.50 | 92.86 | 97.50 | 0.9512 | |
| beta-cypermethrin | 87.50 | 97.22 | 87.50 | 0.9211 |