From: Evidential MACE prediction of acute coronary syndrome using electronic health records
Folds | Single Models | Ensemble Models | Proposed | ||||
---|---|---|---|---|---|---|---|
SVM | L1-LR | CART | GRACE | Bagging | AdaBoost | ||
1 | 0.715 | 0.725 | 0.693 | 0.625 | 0.674 | 0.630 | 0.724 |
2 | 0.662 | 0.703 | 0.679 | 0.592 | 0.667 | 0.655 | 0.717 |
3 | 0.635 | 0.684 | 0.715 | 0.560 | 0.659 | 0.671 | 0.674 |
4 | 0.695 | 0.659 | 0.734 | 0.679 | 0.677 | 0.654 | 0.671 |
5 | 0.676 | 0.677 | 0.696 | 0.601 | 0.676 | 0.689 | 0.686 |
Average | 0.676 | 0.690 | 0.703 | 0.611 | 0.671 | 0.660 | 0.694 |
SD | ±0.031 | ±0.025 | ±0.021 | ±0.045 | ±0.008 | ±0.022 | ±0.024 |