permutation-importance-correlated-features-failure

IN premise — entries/2026/06/21/wiki-Random_forest-chunk-2.md

Created 2026-06-21T09:55:51+00:00

Permutation importance undervalues features in large correlated groups because permuting one correlated feature has little effect when others carry redundant information; the fix is to permute correlated groups together.