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Table 6 Mean AUC and AUPRC scores for 10 iterations of fivefold cross validation

From: Threshold optimization and random undersampling for imbalanced credit card data

Classifier

AUC

AUPRC

Random forest depth 4

0.9742

0.7313

Extremely randomized trees depth 8

0.9786

0.7387

Logistic regression

0.9790

0.7090

XGBoost depth 1

0.9786

0.7481

CatBoost depth 1

0.9790

0.7374