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Hyperparameters for training machine learning models.
| ML Model Hyperparameters | AdaBoost | XGBoost | LightGBM |
|---|---|---|---|
| max_features | -- | -- | -- |
| max_depth | -- | 3 | -- |
| criterion | -- | -- | -- |
| learning_rate | 0.1 | 0.1 | 0.1 |
| n_estimators | 300 | 300 | 300 |
| base_estimator__max _depth | 8 | -- | -- |
| base_estimator__min _samples_leaf | 10 | -- | -- |
