Table 1 Hyperparameter settings used in experiments
From: Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods
Classifier | Parameter name | Parameter setting |
|---|---|---|
CatBoost | task_type | GPU\(^{*}\) |
max_ctr_complexity | 1 | |
max_depth | 5 | |
ET | max_depth | 8 |
XGBoost | max_depth | 3 |
tree_method | gpu_hist\(^{*}\) | |
Random Forest | max_depth | 4 |