mdi-importance-biased-high-cardinality

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

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

Mean decrease in impurity (MDI) feature importance is biased toward high-cardinality features and reflects training fit rather than generalization performance.