Research Article
Classification of Citrus Diseases Using Optimization Deep Learning Approach
Table 5
Proposed method classification performance for strategy 80 : 20 on FDI dataset.
| | Performance measures | Without SGDM | With SGDM | | AlexNet (%) | VGG19 (%) | AlexNet (%) | VGG19 (%) |
| | Accuracy | 91.6 | 91.2 | 93.5 | 92.6 | | Precision | 91.2 | 90.9 | 93.2 | 92.4 | | Sensitivity | 91.1 | 90.8 | 93.1 | 92.2 | | Specificity | 91.2 | 90.9 | 92.9 | 92 | | F-score | 91.5 | 91.1 | 93.4 | 92.5 |
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