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Journal of Sensors
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2022
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Article
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Tab 4
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Research Article
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