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Results of supervised machine learning methods, utilizing all features except cystatin S levels; first machine learning model
| All features except cystatin S | Feed-Forward neural network | XGBoost | Random forest | SVM |
|---|---|---|---|---|
| Accuracy (%) | 88.1 | 85.7 | 78.5 | 75 |
| Sensitivity (%) | 100 | 92.8 | 92.8 | 92.8 |
| Specificity (%) | 71.3 | 78.5 | 64.2 | 57.1 |
