Bagging Vs Boosting

Original article was published by dataaspirant on Artificial Intelligence on Medium


Image Credit: https://dataaspirant.com/

Instead of building only one machine learning model to predict the future, how about building multiple machine learning models to predict the future?

How awesome it will be.

This is the main idea behind the ensemble methods. Bagging and Boosting are the most popular ensemble methods. Even though both bagging and boosting came from the same family called ensemble methods, they are still different.

So let us learn the significant difference between bagging and boosting methods.

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