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

Table 4

Different error rates’ comparison of XGBoost classifiers.

Performance metrics	XGBoost-NB	XGBoost-AltDT	XGBoost-RF	XGBoost-RedEPT
MAE	0.44	0.17	0.12	0.22
RMSE	0.56	0.34	0.27	0.35
RAE	67.79	57.78	35.87	45.19
RRSE	92.62	96.23	65.47	91.03