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Modified Regression Tree

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@Siddhant wrote:

I was wondering if in regression trees, we may use linear regression in each bucket that have been created by dividing the data into splits, instead of just averaging out the value of the dependent variable in each split. According to me, that should create a better model in terms of accuracy or will this cause overfitting?

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