Research Article
Classification of Citrus Diseases Using Optimization Deep Learning Approach
Table 3
Proposed method classification performance for strategy 60 : 40 on FDI dataset.
| | Performance measures | Without SGDM | With SGDM | | AlexNet (%) | VGG19 (%) | AlexNet (%) | VGG19 (%) |
| | Accuracy | 89.7 | 87 | 91.4 | 91.1 | | Precision | 89.2 | 86.8 | 90.7 | 90.1 | | Sensitivity | 89.1 | 86.6 | 90.6 | 90.3 | | Specificity | 89.4 | 86.9 | 90.4 | 90.2 | | F-score | 89.7 | 87 | 90.9 | 90.7 |
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