Table 4 Optimal XGBOOST parameters.
From: Assessment of resilient modulus of soil using hybrid extreme gradient boosting models
Runs | Iterations | Tree depth | Learning rate |
|---|---|---|---|
1 | 543 | 20 | 0.0805 |
2 | 501 | 28 | 0.0236 |
3 | 218 | 28 | 0.0825 |
4 | 774 | 6 | 0.0526 |
5 | 996 | 15 | 0.0677 |
6 | 941 | 9 | 0.0912 |
7 | 752 | 7 | 0.0825 |
8 | 759 | 6 | 0.0846 |
9 | 419 | 27 | 0.0971 |
10 | 675 | 7 | 0.0377 |
