regression - modifiying random forest such that all trees have some (predetermined) features in common -


i looking @ regression problem trying solve using random forest. data set has approx 200 features.

two of 200 features important (known business use case), , make sure used in every tree in random forest. question: makes sense theoretical point of view? , if yes, has done before?

i appreciate thoughts, references, etc.

thanks.


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