Ensemble learning model | Accuracy | Sensitivity | Specificity | Positive predictive value | Negative predictive value | F1 score | AUROC |
---|---|---|---|---|---|---|---|
Bagging | 0.89 | 0.82 | 0.96 | 0.9535 | 0.8421 | 0.8972 | 0.8850 |
AdaBoost | 0.88 | 0.82 | 0.94 | 0.9318 | 0.8393 | 0.8868 | 0.8837 |
Stacking | 0.92 | 0.88 | 0.96 | 0.9565 | 0.8889 | 0.9231 | 0.9110 |