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christophM avatar christophM commented on August 22, 2024

https://arxiv.org/abs/1805.09901

from interpretable-ml-book.

benoitparis avatar benoitparis commented on August 22, 2024

Hi Christoph, here is skope-rules from the scikit-learn contrib package:

https://github.com/scikit-learn-contrib/skope-rules

It outputs rules like RuleFit, but where RuleFit relies on a Lasso to deduplicate redundant rules;
skope-rules will accept precision and recall targets for rules, and deduplicate with a rule similarity measurement.

from interpretable-ml-book.

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