Research Article
Performance Analysis of XGBoost Ensemble Methods for Survivability with the Classification of Breast Cancer
| Performance metrics | XGBoost-NB | XGBoost-AltDT | XGBoost-RF | XGBoost-RedEPT |
| TTMB (sec) | 18.32 | 30.01 | 10.34 | 60.25 | Accuracy (%) | 81.55 | 96.50 | 98.20 | 82.25 | F1 score | 0.81 | 0.95 | 0.98 | 0.83 |
|
|