Feature importance using Permutation #26

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1. Sandy4321 commented on Jun 18, 2019

   

   Sandy4321

   on Jun 18, 2019

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   good idea, eli5 is great
2. interpret-ml

   added

   enhancementNew feature or requestNew feature or request

   on Jun 19, 2019
3. interpret-ml commented on Jul 11, 2019

   

   interpret-ml

   on Jul 11, 2019

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   Thanks for bringing this up! Permutation Importance is definitely a method we've been thinking about. The main challenge is finding the right way to cleanly integrate it into our API. We understand the demand for this feature though, so we'll keep this issue open until we make progress on this.
4. imatiach-msft commented on Nov 8, 2019

   

   imatiach-msft

   on Nov 8, 2019

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   @npatta01 @Sandy4321 permutation feature importance is available in the interpret-community package here, which is an extension to interpret:
   https://github.com/interpretml/interpret-community/blob/master/python/interpret_community/permutation/permutation_importance.py

   👍React with 👍1Reacted by Arkarachai Fungtammasan