Research Article
[Retracted] Application of IoT-Based Drones in Precision Agriculture for Pest Control
| Classification model | K-nearest neighbor | Support Vector | Extreme learning machine | Performance | Spec | Sens | FS | Spec | Sens | FS | Spec | Sens | FS |
| VGG19 | FCL [1] | 98.24 | 87.29 | 85.45 | 99.20 | 92.23 | 92.48 | 99.24 | 92.68 | 93.05 | FCL [2] | 98.24 | 85.44 | 82.70 | 99.14 | 92.42 | 92.45 | 99.13 | 91.88 | 91.94 | FCL [3] | 97.86 | 82.89 | 80.95 | 98.80 | 89.35 | 89.11 | 98.98 | 89.99 | 90.64 |
| AlexNet | FCL [1] | 98.39 | 87.95 | 86.34 | 99.36 | 94.35 | 94.59 | 99.01 | 90.76 | 91.30 | FCL [2] | 98.34 | 87.06 | 84.88 | 99.24 | 93.04 | 93.50 | 98.85 | 89.45 | 90.24 | FCL [3] | 97.39 | 76.32 | 82.04 | 98.79 | 89.62 | 90.03 | 98.72 | 88.22 | 89.32 |
| VGG16 | FCL [1] | 98.01 | 86.55 | 87.34 | 99.32 | 93.03 | 93.20 | 99.23 | 92.13 | 92.45 | FCL [2] | 97.76 | 83.88 | 86.34 | 99.13 | 91.92 | 91.70 | 99.09 | 91.52 | 91.98 | FCL [3] | 98.41 | 82.62 | 78.04 | 98.87 | 89.98 | 89.88 | 98.88 | 89.86 | 90.35 |
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