seniorRandom Forest
How does Random Forest handle multicollinearity?
Updated May 17, 2026
Short answer
Random Forest handles multicollinearity relatively well but may bias feature importance.
Deep explanation
Correlated features may split importance, making interpretation harder but predictions remain stable.
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