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feature selection for Random Forest #276

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krsnapaudel opened this issue Jul 9, 2024 · 0 comments
Open

feature selection for Random Forest #276

krsnapaudel opened this issue Jul 9, 2024 · 0 comments

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@krsnapaudel
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krsnapaudel commented Jul 9, 2024

Ramdom Forest may work fine without feature selection due to restrictions on number of trees etc. Still good to check what happens if we add feature selection.

NOTE1 : feature selection must be optional and a hyperparameter for number of features to select. Also feature selection must be part of the sklearn pipeline.
NOTE2: feature selection may not help Random Forest because of other constraints to keep trees small.

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