Open Access
Table 1.
Hyper-parameter setup for the RF algorithm.
| Hyper-parameter | Setup |
|---|---|
| Number of trees in the forest | 100 |
| Minimum number of samples required in a leaf | 12 |
| Minimum number of samples to split a node | 20 |
| Maximum depth of the tree | 80 |
| Maximum number of samples at base estimator | 2 000 000 |
| Loss function | MSE |
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