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[Preprint]. 2026 Oct 8:2026.09.18.26363428. Originally published 2026 Sep 21. [Version 2] doi: 10.64898/2026.09.18.26363428

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