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Performance of each machine learning model and 1 classical statistical model according to the AUCs in the validation cohort
| Model | AUCs | |
|---|---|---|
| Grade II-IV | Grade III-IV | |
| NB | 0.604 | 0.622 |
| ADTree | 0.616 | 0.622 |
| MLP | 0.576 | 0.566 |
| RF | 0.558 | 0.593 |
| AdaBoost | 0.597 | 0.611 |
| LR | 0.562 | 0.539 |
