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Final values of the tuned hyperparameters in the extreme gradient boosting model.
| Hyperparameter | Value |
| Number of gradient-boosted trees | 110 |
| Maximum tree depth | 3 |
| Minimum sum of instance weight needed in a child | 5 |
| Boosting learning rate | 0.094 |
| Subsample ratio of the training instances | 0.928 |
| Subsample ratio of columns | 0.474 |
