8000 Why is max depth fixed? · Issue #39 · christophM/rulefit · GitHub
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Why is max depth fixed? #39

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YovaKem opened this issue Aug 24, 2020 · 0 comments
Open

Why is max depth fixed? #39

YovaKem opened this issue Aug 24, 2020 · 0 comments

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@YovaKem
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YovaKem commented Aug 24, 2020

"In contrast to the original paper, the generated trees are always fitted with the same maximum depth. In the original implementation the maximum depth of the tree are drawn from a distribution each time"

Is this just an artefact of the sklearn implementation of random forest or is there a different motivation behind it? Thanks.
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