Table 2 Random forest hyperparameter tuning.
From: Enhancing software effort estimation with random forest tuning and adaptive decision strategies
Hyperparameter | China | Albrecht | COCOMO81 | Desharnais | JM1 |
|---|---|---|---|---|---|
n_estimators | 500 | 400 | 500 | 600 | 500 |
max_depth | 15 | 12 | 18 | 20 | 16 |
min_samples_split | 4 | 4 | 4 | 4 | 4 |
max_features | sqrt | sqrt | sqrt | sqrt | sqrt |
bootstrap | True | True | True | True | True |
