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

Table 1

TTMB, accuracy, and F1 score comparison of single classifiers.

Performance metrics	NB	AltDT	RF	RedEPT
TTMB (sec)	12.56	60.38	2.26	12.25
Accuracy (%)	88.50	95.60	94.50	89.23
F1 score	0.3	0.85	0.84	0.83