Open Access
Table 4
Hyperparamer details.
| SI. No | Hyperparameter | Definition | Range varied / Value set |
|---|---|---|---|
| 1 | No_estimators | Number of trees that could be formed | 5 to 85 in steps of 5 |
| 2 | Max_depth | Maximum depth of the tree | 3 to 15 in step of 1 |
| 3 | Min_samples_leaf | Minimum number of samples required to be the leaf node |
3 to 1 |
| 4 | Min_samples_split | Minimum number of samples to split a node | 3 to 1 |
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