Table 4 Mean AUC and AUPRC scores by classifier for BCC type classifiers
From: Comparative analysis of binary and one-class classification techniques for credit card fraud data
Classifier | AUC | AUPRC |
|---|---|---|
CatBoost | 0.9751 | 0.8567 |
ET | 0.9731 | 0.8097 |
Logistic Regression | 0.9794 | 0.7490 |
Random Forest | 0.9620 | 0.8069 |
XGBoost | 0.9786 | 0.8549 |