Table 2 Performance scores for baseline
From: The effect of feature extraction and data sampling on credit card fraud detection
Learner | Step 1 | Step 2 | F1 | AUC |
|---|---|---|---|---|
Random Forest | None | None | 0.846 | 0.886 |
XGBoost | None | None | 0.840 | 0.883 |
LightGBM | None | None | 0.249 | 0.687 |
CatBoost | None | None | 0.853 | 0.891 |