seniorRandom Forest
What is the theoretical consistency of Random Forest?
Updated May 17, 2026
Short answer
Random Forest can be consistent under certain assumptions of data and tree construction.
Deep explanation
Theoretical proofs show consistency when trees are grown sufficiently deep and randomness ensures unbiased sampling. However, practical implementations may deviate from ideal assumptions.
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