Table 1 Maximum tree depths used in experiments
From: Comparative analysis of binary and one-class classification techniques for credit card fraud data
Classifier | Maximum tree depth |
|---|---|
CatBoost | max_depth=5 |
Extremely Randomized Trees | max_depth=8 |
Random Forest | max_depth=4 |
XGBoost | max_depth=1 |