Open Access
Table 1
Hyperparameters and optimal values adopted in the first two validation tests.
| Optimal value | ||
|---|---|---|
| Hyperparameter | Test 1 | Test 2 |
| Number of estimators | 10 000 | 10 000 |
| Maximum depth | 50 | 70 |
| Minimum samples split | 20 | 2 |
| Minimum samples leaf | 1 | 1 |
| Maximum features | sqrt | sqrt |
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