Research Article
A Hemolysis Image Detection Method Based on GAN-CNN-ELM
Table 2
Comparison of accuracy on the test set for model cross-validation per fold and with and without cross-validation (%).
| Model | Fold-1 | Fold-2 | Fold-3 | Fold-4 | With cross-validation | Without cross-validation |
| GAN-ELM | 44.66 | 45.11 | 44.00 | 47.55 | 64.00 | 51.66 | GAN-ELM-L1 | 49.55 | 48.44 | 53.55 | 50.44 | 67.55 | 58.22 | GAN-CNN-ELM | 97.66 | 96.99 | 97.22 | 96.33 | 98.91 | 97.66 |
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