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I frequently get asked about post-pruning. Often using single trees is important for interpretability, and post-pruning can help both interpretability and generalization performance.
[I'm surprised there is no open issue on this, but I couldn't find one]
Yevgnen, formulaone9275, Qingmu, lorenzwalthert, sunsshadow and 18 moretrinhminhhieu