Bagging

fastai book

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From bagging to boosting

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What is Boosting?

https://www.youtube.com/watch?v=GM3CDQfQ4sw&list=RDCMUCBVCi5JbYmfG3q5MEuoWdOw&index=7&ab_channel=Udacity

Drawbacks of boosting techniques

One of the major drawbacks of boosting techniques is that overfitting can easily happen with boosting algorithms since they are tree-based algorithms.