Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/7838#issuecomment-127404523
  
    @namma Thanks for taking a look!  If there are other options, types of 
feature importance, or other metrics which are important for your use, please 
make JIRAs and ping me on them.


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