Performance Analysis of XGBoost Ensemble Methods for Survivability with the Classification of Breast Cancer

Table 3

XGBoost classifiers.

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