Table 3 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 |