Table 2 Hyperparameter settings for each model
Model | Hyperparameters |
|---|---|
Extra Trees | N Classifiers=100 max depth=none |
Random Forest | N Classifiers=100 max depth=none |
Gradient Boosting | Learning rate=0.001 max depth=10 N Classifiers=50 |
CatBoost | Learning rate=0.021 max depth=8 N Classifiers=100 |