Table 5 Classification report summary.
Class | Model | Precision | Recall | F1 – Score | Support |
|---|---|---|---|---|---|
Tomato bacterial spot | ResNet50 | 0.8684 | 0.9000 | 0.8839 | 110 |
Tomato early blight | 0.9000 | 0.9000 | 0.9000 | 110 | |
Tomato late blight | 0.8839 | 0.9000 | 0.8919 | 110 | |
Tomato leaf mold | 0.8839 | 0.9000 | 0.8919 | 110 | |
Tomato septoria leaf spot | 0.8839 | 0.9000 | 0.8919 | 110 | |
Tomato spider mites two-spotted spider mite | 0.9000 | 0.9000 | 0.9000 | 110 | |
Tomato target spot | 0.8919 | 0.9000 | 0.8959 | 110 | |
Tomato yellow leaf curl virus | 0.9252 | 0.9000 | 0.9124 | 110 | |
Tomato mosaic virus | 0.9340 | 0.9000 | 0.9167 | 110 | |
Tomato healthy | 0.9340 | 0.9000 | 0.9167 | 110 | |
Tomato bacterial spot | MobileNetV2 | 0.9712 | 0.9182 | 0.9439 | 110 |
Tomato early blight | 0.8938 | 0.9182 | 0.9058 | 110 | |
Tomato late blight | 0.9018 | 0.9182 | 0.9099 | 110 | |
Tomato leaf mold | 0.9018 | 0.9182 | 0.9099 | 110 | |
Tomato septoria leaf spot | 0.9439 | 0.9182 | 0.9309 | 110 | |
Tomato spider mites two-spotted spider mite | 0.9099 | 0.9182 | 0.9140 | 110 | |
Tomato target spot | 0.8860 | 0.9182 | 0.9018 | 110 | |
Tomato yellow leaf curl virus | 0.9182 | 0.9182 | 0.9182 | 110 | |
Tomato mosaic virus | 0.8938 | 0.9182 | 0.9058 | 110 | |
Tomato healthy | 0.9712 | 0.9182 | 0.9439 | 110 | |
Tomato bacterial spot | Ensemble | 1.0000 | 0.9909 | 0.9954 | 110 |
Tomato early blight | 1.0000 | 1.0000 | 1.0000 | 110 | |
Tomato late blight | 0.9910 | 1.0000 | 0.9955 | 110 | |
Tomato leaf mold | 1.0000 | 1.0000 | 1.0000 | 110 | |
Tomato septoria leaf spot | 1.0000 | 1.0000 | 1.0000 | 110 | |
Tomato spider mites two-spotted spider mite | 1.0000 | 1.0000 | 1.0000 | 110 | |
Tomato target spot | 1.0000 | 1.0000 | 1.0000 | 110 | |
Tomato yellow leaf curl virus | 1.0000 | 1.0000 | 1.0000 | 110 | |
Tomato mosaic virus | 1.0000 | 1.0000 | 1.0000 | 110 | |
Tomato healthy | 1.0000 | 1.0000 | 1.0000 | 110 | |
Overall accuracy | ResNet50 | 0.9005 | 0.9000 | 0.9000 | 1100 |
MobileNetV2 | 0.9191 | 0.9182 | 0.9182 | 1100 | |
Ensemble | 0.9991 | 0.9991 | 0.9991 | 1100 |
