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The hyperparameter sets considered during the model fitting process
| Set | colsample_bytree | Subsample | colsample_bylevel | max_depth | |
|---|---|---|---|---|---|
| 1 | 0.1 | 0.3 | 0.3 | 0.3 | 2 |
| 2 | 0.1 | 0.5 | 0.5 | 0.5 | 2 |
| 3 | 0.1 | 0.5 | 0.5 | 1 | 2 |
| 4 | 0.1 | 0.8 | 0.8 | 0.8 | 2 |
| 5 | 0.1 | 1 | 1 | 1 | 2 |
| 6 | 0.05 | 0.5 | 0.5 | 0.5 | 2 |
| 7 | 0.05 | 0.8 | 0.8 | 0.8 | 2 |
| 8 | 0.2 | 0.5 | 0.5 | 0.5 | 2 |
| 9 | 0.1 | 0.3 | 0.3 | 0.3 | 3 |
| 10 | 0.1 | 0.5 | 0.5 | 0.5 | 3 |
| 11 | 0.1 | 0.5 | 0.5 | 1 | 3 |
| 12 | 0.1 | 0.8 | 0.8 | 0.8 | 3 |
| 13 | 0.1 | 1 | 1 | 1 | 3 |
| 14 | 0.05 | 0.5 | 0.5 | 0.5 | 3 |
| 15 | 0.05 | 0.8 | 0.8 | 0.8 | 3 |
| 16 | 0.2 | 0.5 | 0.5 | 0.5 | 3 |
