Performance recapitulation of CNN and DenseNet121
| Model | Training accuracy (%) | Validation accuracy | Training loss | Validation loss | Precision (%) | Recall (%) | F-measure (%) |
|---|---|---|---|---|---|---|---|
| CNN | 90.41 | 83.33 | 0.0432 | 0.0801 | 84 | 83 | 83 |
| DenseNet121 | 98.27 | 87.47 | 0.0135 | 0.0662 | 88 | 87 | 87 |
| Model | Training accuracy (%) | Validation accuracy | Training loss | Validation loss | Precision (%) | Recall (%) | F-measure (%) |
|---|---|---|---|---|---|---|---|
| CNN | 90.41 | 83.33 | 0.0432 | 0.0801 | 84 | 83 | 83 |
| DenseNet121 | 98.27 | 87.47 | 0.0135 | 0.0662 | 88 | 87 | 87 |
Source(s): Created by authors
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