Research Article
Classification of Citrus Diseases Using Optimization Deep Learning Approach
Table 4
Proposed method classification performance for strategy 60 : 40 on LDI dataset.
| | Performance measures | Without SGDM | With SGDM | | AlexNet (%) | VGG19 (%) | AlexNet (%) | VGG19 (%) |
| | Accuracy | 89.9 | 87.2 | 91.5 | 91.1 | | Precision | 89.3 | 86.7 | 90.5 | 90.3 | | Sensitivity | 89.1 | 86.6 | 90.6 | 90.4 | | Specificity | 89.5 | 87 | 90.5 | 90.3 | | F-score | 89.7 | 87 | 90.8 | 90.8 |
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