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Ensemble learning boosts prediction accuracy by combining multiple models instead of relying on just one. Techniques like Bagging (e.g., Random Forest), Boosting (AdaBoost, XGBoost, Gradient Boosting), and Stacking work together to reduce overfitting, lower variance, and improve robustness. By leveraging the “wisdom of crowds,” ensembles ...
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