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hard20 pts · first answer countsmachine-learninggradient-boosting

Overfitting in leaf-wise trees

LightGBM grows trees leaf-wise (always splitting the leaf with the largest loss reduction). On a small dataset it overfits. Which parameter is the main control on tree complexity here?

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