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Extreme gradient boosting (XGBoost) regression modeling hyperparameters.
| Parameter | Range | Optimum Value |
|---|---|---|
| learning_rate | 0.1 to 1 | 0.1 |
| n_estimators | 100 to 1000 | 400 |
| max_depth | 1 to 10 | 5 |
| gamma | 0.1 to 1 | 0.1 |
| subsample | 0.1 to 1 | 0.9 |
| min_child_weight | 3 to 10 | 5 |
