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. 2022 Feb 3;13(3):1829–1840. doi: 10.1007/s13204-021-02063-4

Table 2.

Accuracy metrics for SMOTE, D-SMOTE and BP-SMOTE

SMOTE D-SMOTE BP-SMOTE
LR 0.7998 0.8013 0.8261
DT 0.8631 0.8699 0.8813
Boosting 0.6430 0.6529 0.6681
RF 0.8963 0.9018 0.9204