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Regularizing a boosted model: reg_lambda, reg_alpha, gamma, and the constraints that matter
XGBoost does not regularize a tree in quite the same way that ridge regression or Lasso regularizes a linear model. A standard tree booster does not have one coefficient per input feature. Instead, it