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Classification result by the pretraining method.
| Pretraining method | Data augmentation | Classification accuracy [%] | |
|---|---|---|---|
| Benign | Malignant | ||
| None | No | 25.9 | 78.8 |
| ImageNet | No | 33.3 | 87.9 |
| WGAN (60000) | No | 63.0 | 81.8 |
| None | Yes | 51.9 | 84.9 |
| ImageNet | Yes | 40.7 | 93.9 |
| WGAN (60000) | Yes | 66.7 | 93.9 |
