seniorRandom Forest
How does Random Forest handle categorical variables?
Updated May 17, 2026
Short answer
Categorical variables must be encoded before using Random Forest.
Deep explanation
Common encodings include one-hot and label encoding. Some implementations support categorical splits directly.
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