Research Article
Image Recognition of Pediatric Pneumonia Based on Fusion of Texture Features and Depth Features
Table 5
Performance of each model.
| Model | Accuracy (%) | Precision (%) | Recall (%) | score (%) |
| LBP+SVM | 77.59 | 76.18 | 77.59 | 76.87 | HOG+SVM | 83.49 | 85.91 | 83.49 | 84.68 | VGG16 | 72.01 | 53.53 | 72.01 | 61.40 | MobileNet | 85.32 | 82.68 | 85.32 | 83.97 | Inception V3 | 67.54 | 68.88 | 67.54 | 68.20 | ChexNet | 79.80 | 88.05 | 79.80 | 83.72 | Ours | 92.19 | 93.44 | 92.19 | 92.81 |
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