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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
![The Ultimate Guide to AdaBoost, random forests and XGBoost | by Julia Nikulski | Towards Data Science The Ultimate Guide to AdaBoost, random forests and XGBoost | by Julia Nikulski | Towards Data Science](https://miro.medium.com/max/953/1*wpVgt07J_TeH3jEdc3A50g.png)
The Ultimate Guide to AdaBoost, random forests and XGBoost | by Julia Nikulski | Towards Data Science
![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)