Table 6. Optimized Random Forest hyperparameters for each relationship model. (max_features = number of features considered at each split; min_samples_leaf =minimum samples required at a leaf node; n_estimators = number of trees in the forest).
| Model | max_features | min_samples_leaf | n_estimators |
|---|---|---|---|
| Mother-Child | 12 | 4 | 600 |
| Father-Child | 9 | 6 | 700 |
| Sibling-Sibling | 4 | 2 | 500 |
| Twin-Twin | 4 | 5 | 500 |
| Partner-Partner | 6 | 5 | 500 |