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Why does lightgbm not fit my toy example but catboost does? (2 order interactions) [D]

Via r/MachineLearning
Saturday, Aug 22, 2026 · 9:37AM
Summary

I am trying understand how tree-based regression model handle the dependencies of the target variables on the interaction of explanatory variables. However my experiment revealed that my understanding about the fitting process of a lgbm is not correct. And I don’t know why. My experiment is quite si

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