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Performance evaluation results (%) of the top three classification models based on the auto hyperparameter tuning.
| Methods | F1-score | F1-score (avg) (%) |
Accuracy (avg) (%) |
|||||
|---|---|---|---|---|---|---|---|---|
| Cr | In | Pa | Ps | Rs | Sc | |||
| EfficientnetB5 | 98.1 | 98.3 | 98.9 | 98.6 | 98.6 | 100 | 98.8 | 98.8 |
| Resnet101 | 98.1 | 98.6 | 99.2 | 99.3 | 97.6 | 99.4 | 98.7 | 98.8 |
| Resnext101 32 × 8d | 98.1 | 98.3 | 99.3 | 98.6 | 98.6 | 99.4 | 98.7 | 98.8 |
