Stabilization reduces variance and improves model convergence. The modeling team consisted of the Random Forest, XGBoost, LightGBM, and Extra Trees regressors, each with 200 estimators with deeper ...
XGBoost Regressor is included as a stronger gradient boosted tree baseline that models complex feature–target dependencies through additive tree ensembles and represents a competitive traditional ...
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