Machine Learning
Ensemble Learning
Machine Learning· Advanced
Definition
Combining multiple models to produce superior predictive performance. Techniques include Bagging (parallel training, e.g. Random Forest), Boosting (sequential error correction, e.g. XGBoost), and Stacking (using model outputs as features).
Tags
#bagging#boosting#random-forest#xgboost
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