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Discrimination of AutoPrognosis and Standard Models in Morbid Obesity and Diabetes Subgroups.
| Model | Morbid Obesity (n = 5526) | Diabetes (n = 11,449) |
|---|---|---|
|
| ||
| AutoPrognosis | 0.661 ± 0.07 | 0.722 ± 0.069 |
| Logistic Regression | 0.572 ± 0.02 | 0.622 ± 0.030 |
| XGBoost | 0.614 ± 0.02 | 0.608 ± 0.027 |
| Gradient Boosting | 0.650 ± 0.03 | 0.705 ± 0.041 |
| AdaBoost | 0.658 ± 0.05 | 0.721 ± 0.062 |
| Random Forest | 0.549 ± 0.03 | 0.570 ± 0.017 |
