Ensemble | XGBoosting

Helpful examples of using XGBoost in model ensembles.

Examples	Tags
Bagging Ensemble With XGBoost Models	Ensemble Prediction Plot
Stacking Ensemble With One XGBoost Base Model (Heterogeneous Ensemble)	Ensemble Prediction Plot
Stacking Ensemble With XGBoost Base Models (Homogeneous Ensemble)	Ensemble Prediction Plot
Stacking Ensemble With XGBoost Meta Model (Final Model)	Ensemble Prediction Plot
Voting Ensemble With an XGBoost Model	Ensemble Prediction Plot
XGBoost Horizontal Ensemble (via "iteration_range" Parameter)	Ensemble Prediction Plot
XGBoost Prediction Interval using a Bootstrap Ensemble	Plot Confidence Ensemble
XGBoost Prediction Interval using a Monte Carlo Ensemble	Plot Confidence Ensemble
XGBoost Stable Predictions Via Ensemble of Final Models	Ensemble Prediction Plot
XGBoost vs AdaBoost	Background Ensemble
XGBoost vs Bagging	Background Ensemble
XGBoost vs Boosting	Background Boosting Ensemble
XGBoost vs Random Forest	Background Ensemble