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The performance comparison of different models.
| No. of classes | Model | Validation loss | Test accuracy | |
|---|---|---|---|---|
| Start | End | |||
| 2 | Lung-DL model | 0.61 | 0.29 | 89.52% |
| Dense model | 0.79 | 0.3 | 81.85% | |
| 3 | Lung-DL model | 0.91 | 0.34 | 92% |
| Dense model | 1.15 | 0.36 | 72.91% | |
The 2-Class classification taskis used to distinguish the invasiveness degree. The 3-Class classification task is used to predict the micropapillary component.
