Table 1 Maximum tree depths used in experiments
From: Investigating the effectiveness of one-class and binary classification for fraud detection
Classifier | Maximum Tree Depth |
|---|---|
CatBoost | max_depth=5 |
Extremely Randomized Trees | max_depth=8 |
Random Forest | max_depth=4 |
XGBoost | max_depth=1 |