Ensemble Learning (XGBoost/Random Forest): Leveraging Multiple Weak Learners to Build Robust Predictive Models

Ensemble learning improves prediction by combining many simple models instead of relying on one complex model. In practical work—customer churn, credit risk, lead scoring, demand forecasting—ensembles are popular because they…