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Bagging/random forest example (left), boosting/XG-boost example (right) | Download Scientific Diagram
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How does the random forest model work? How is it different from bagging and boosting in ensemble models?
![Ensemble Learning — Bagging and Boosting | by Jinde Shubham | Becoming Human: Artificial Intelligence Magazine Ensemble Learning — Bagging and Boosting | by Jinde Shubham | Becoming Human: Artificial Intelligence Magazine](https://miro.medium.com/max/1400/1*YYom-NKDaZ-B7RB_891DgQ.png)
Ensemble Learning — Bagging and Boosting | by Jinde Shubham | Becoming Human: Artificial Intelligence Magazine
![machine learning - What is the difference between bagging and random forest if only one explanatory variable is used? - Cross Validated machine learning - What is the difference between bagging and random forest if only one explanatory variable is used? - Cross Validated](https://i.stack.imgur.com/sYR7y.png)